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Mathematical formulae for neutron self-shielding properties of media in an isotropic neutron field

Ateia W. Mahmoud [email protected] [email protected] Physics Department, Faculty of Science, Ain Shams University, Cairo, Egypt. Reactor Physics Department, Nuclear Research Center, Egyptian Atomic Energy Authority, Cairo 13759, Egypt.    Elsayed K. Elmaghraby [email protected] [email protected] Experimental Nuclear Physics Department, Nuclear Research Center, Egyptian Atomic Energy Authority, Cairo 13759, Egypt.    E. Salama [email protected] Basic Science Department, Faculty of Engineering, The British University in Egypt (BUE), Cairo, Egypt.    A. Elghazaly [email protected] Reactor Physics Department, Nuclear Research Center, Egyptian Atomic Energy Authority, Cairo 13759, Egypt.    S. A. El-fiki [email protected] Physics Department, Faculty of Science, Ain Shams University, Cairo, Egypt.
(June 30, 2021)
Abstract

The complexity of the neutron transport phenomenon throws its shadows on every physical system wherever neutron is produced or used. In the current study, an ab initio derivation of the neutron self-shielding factor to solve the problem of the decrease of the neutron flux as it penetrates into a material placed in an isotropic neutron field. We have employed the theory of steady-state neutron transport, starting from Stuart’s formula. Simple formulae were derived based on the integral cross-section parameters that could be adopted by the user according to various variables, such as the neutron flux distribution and geometry of the simulation at hand. The concluded formulae of the self-shielding factors comprise an inverted sigmoid function normalized with a weight representing the ratio between the macroscopic total and scattering cross-sections of the medium. The general convex volume geometries are reduced to a set of chord lengths, while the neutron interactions probabilities within the volume are parameterized to the epithermal and thermal neutron energies. The arguments of the inverted-sigmoid function were derived from a simplified version of neutron transport formulation. Accordingly, the obtained general formulae were successful in giving the values of the experimental neutron self-shielding factor for different elements and different geometries.

Neutron self-shielding; Neutron transport and absorption; ab initio approach.
pacs:
28.20.Gd , 25.40.Dn , 25.40.Ep , 25.40.Fq , 28.20.-v , 28.20.Cz , 28.41.-i , 28.41.Pa , 29.25.Dz

I Introduction

Over time, neutron activation analysis has been evolving into a very effective nuclear analytical technique. Such techniques are often utilized for non-destructive elemental concentration measurement in unknown materials and nuclear material interrogation [1, 2]. The constraints include neutron fluence, the fraction of fluence reaches the interior of the sample, sample mass and sample geometry [3, 4, 5, 6, 7, 8, 9, 10, 11, 12]. Furthermore, the neutron’s energy spectrum is varied, but ideally suited to research using the ideal Maxwellian distribution at room temperature, while the other distributions must be altered to match the reference nuclear reaction data [7, 13, 3]. Apart from that, neutrons are deeply employed in two significant geometries, including but not limited to: (1) beam geometry, where the neutron currents are assumed to travel in one direction, and (2) field geometry, where neutrons impact the sample from all directions presuming the material is isotropic. There is an important functional difference between these two geometries, i.e. the effect on the neutron flux itself. For instance, when exposing a sample to a neutron beam, the interior of the sample will be exposed to a lesser neutron fluence than the exterior part, in all circumstances regardless of the geometry of the neutron current. This phenomenally known as self-shielding, and it is a critical element of the neutron transport phenomena. In the case of field geometry, the net neutron current essentially disappears, while the fluence (or flux) becomes the observable quantity. There is an interplay between neutron absorption in the sample and the overall neutron flux [14]. Predominantly, the correlation between neutrons self-shield factors and the set of parameters involved in the calculation of its value had been studied by several scientists [15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25], who gave dimensionless variables to identify and encompass the physical and geometric varieties of the samples geometries in order to attain a universal formula for self-shielding. The Montè-Carlo approach effectively calculates self-shielding, but it takes time and an experienced user to achieve acceptable accuracy and efficiency [26], see Appendix A. Empirical expressions, such as those given by researchers in Refs. [17, 18, 20, 21, 19] based on Ref. [15], had became routine in calculating self-shielding, these empirical expressions have been derived for a few specific geometries and limited number of elements.

Herein, we present a complete investigation of the neutron self-shielding phenomenon in different media. Additionally, we had provided a full description of the physics behind the theme, taking into consideration the neutron transport inside the sample, and the absorption and scattering phenomena as a function of neutron energy. We aim to transform the problem from a spectroscopic set of parameters, usually unreachable for the common user, to an integrated set of well-known parameters and factors. The use of detailed spectroscopic parameters, such as ENDF data, cross-section, detailed dimensions and shape, the widths of neutron resonances for either scattering or absorption, etc., requires time and experienced users to make use of them with acceptable accuracy and efficiency, the cost most scientists cannot afford to just calculate a single parameter in their routine work. Our intention is focused on avoiding such cost and enhancing present existing formulae and using of an integral set of the well-known parameters, such as thermal cross-section, resonance integral, average chord length. All remaining factors are calculated from these three parameters. Though, existence of a mathematical formulation of self-shielding in material of different geometries and composition shall deliver additional tool to improve precision of reaction parameters and activation analysis calculations.

II Materials and Methods

Experimentally measured and theoretically calculated data were collected from different sources for the self-shielding factor in In, Au, Co, Cu, and Fe samples. The geometries for these elements were foils, wires, and infinite slabs. The Experimental data of Gth of Mahmoud et al. [27], Taylor & Linacre [28], Carre et al. [29], Hasnain et al. [30], Sola [31], Walker et al. [32], Klema [33], and Crane &\& Doerner [34] were digitized from Martinho et al. [20]. The data of Eastwood & Werner [35] for Co Wire was collected from their original values.

For the epithermal neutron energy region, The experimental results from literature of Gonalves et al. [17], Lopes [36, 37], McGarry [38], Brose [39], Yamamoto et al. [40], Jefferies et al. [41], Eastwood &\& Werner [35], and Kumpf [42] were used.

Having two energy ranges at thermal neutron region and epithermal neutron energies, the cross-section was taken as the element-averaged thermal neutron cross-section and the resonance integrals for 1/E averaged neutron distribution as given in Table 1 based on previous evaluations [10, 43, 9]. These data shall be used in the specific calculations presented in the present work.

Table 1: Element-averaged cross- section and resonance integral data. σg\sigma_{g} and σs\sigma_{s}, are the capture and scattering cross-section at thermal energies, σa\sigma_{a}, σt\sigma_{t} are the absorption and total cross-sections at thermal energies. Similarly, IgI_{g}, IsI_{s} , IaI_{a} and ItI_{t} have the same respective meaning of its subscript. Data were taken from [10, 9].
Isotope σg\sigma_{g} σs\sigma_{s} σa\sigma_{a} σt\sigma_{t} IgI_{g} IsI_{s} IaI_{a} ItI_{t}
(b) (b) (b) (b) (b) (b) (b) (b)
Na 0.528 3.3929 0.528 3.9209 0.3021 130.81 0.3021 131.11
Mn 13.275 2.1163 13.275 15.391 13.168 621.33 13.168 634.5
Fe 2.5615 11.35 2.5615 13.912 1.2706 127.09 1.2706 128.36
Co 37.173 6.0319 37.173 43.204 74.78 791.53 74.78 866.31
Cu 3.7531 7.8424 3.7531 11.595 4.0309 129.89 4.0309 133.93
In 194.07 2.5686 194.07 196.64 3088.5 214.12 3088.5 3302.6
Au 98.672 7.9298 98.672 106.6 1567.9 405.52 1567.9 1973.4

The uncertainty of digitized data was difficult to determine due to the use of different linear and logarithmic scales in old graphs and dependence among them. We had used the following formula σ=\sigma= σX\sigma_{X}+σY\sigma_{Y}, with σX\sigma_{X} and σY\sigma_{Y} are the dependent uncertainties in the digitized X and Y coordinates in the graph. The typical value of digitization uncertainty was less than 2% which was added to the reported uncertainty, if available.

III Results and discussion

According to Stuart [44], the old quantity for an absorbing body is its neutron blackness,

β=jinjoutjin,\beta=\frac{j_{in}-j_{out}}{j_{in}}, (1)

based on the neutron current density entering the body (jinj_{in}) or going out of it (joutj_{out}). Stuart [44] had derived the formula for β\beta based on variational principle and assuming uniform isotropic neutron field with scattering that do not change energy spectrum on the neutrons (change of energy is treated as absorption). Blaauw [16, 45] began with Stuart’s formula [44];

β=ΣaΣtP01ΣsΣt(11Σt¯P0)\beta=\frac{\frac{\Sigma_{a}}{\Sigma_{t}}P_{0}}{1-\frac{\Sigma_{s}}{\Sigma_{t}}\left(1-\frac{1}{\Sigma_{t}\bar{\ell}}\,P_{0}\right)} (2)

Here, P0P_{0} is the probability of the first interaction derived from the transport kernal [45, 44] in steady-state.

P0=σtSVΠ0(r)𝑑r,P_{0}=\frac{\sigma_{t}}{S}\int_{V}\Pi_{0}(\vec{r})d\vec{r}, (3)

where Π0(r)\Pi_{0}(\vec{r}) is the unscattered flux within the material;

Π0(r)=4S(nλ)𝔾(r,r)𝑑S,\Pi_{0}(\vec{r})=4\int_{S}(\vec{n}\cdot\vec{\lambda})\mathbb{G}(\vec{r},\vec{r}^{\prime})dS, (4)

Here, n\vec{n} and λ\vec{\lambda} are unit vectors in the direction of the normal to the surface and the neutron wavevector, respectively. The point symmetry neutron collision kernel has the form of Green’s function [46, 47, 48, 25]:

𝔾(r,r)=exp(Σt|rr|)4π|rr|2,\mathbb{G}(\vec{r},\vec{r}^{\prime})=\frac{\exp\left(-\Sigma_{t}|\vec{r}-\vec{r}^{\prime}|\right)}{4\pi|\vec{r}-\vec{r}^{\prime}|^{2}}, (5)

that gives the probability a neutrons shifts between phase-space coordinates r\vec{r} and r\vec{r}^{\prime} in one collision in point geometry. Time reversal applied in such cases by interchange or r\vec{r} and r\vec{r}^{\prime}. In general, other geometries had asymptotic form as point like geometry [47, 25]. The value of Π0(r)\Pi_{0}(\vec{r}) equals to 4 in case of nonexistence of the material in the medium because in Eq. 4 become unity. And that is the condition that must be satisfied by the transport kernels in all geometries. Multiple collision probability may be obtained through recursive relation [44]

Pn=1VΠn1(r)Πn(r)𝑑r4VΠn1(r))dr,P_{n}=1-\frac{\int_{V}\Pi_{n-1}(\vec{r})\Pi_{n}(\vec{r})d\vec{r}}{4\int_{V}\Pi_{n-1}(\vec{r}))d\vec{r}}, (6)
Πn=1¯SΠn1(r)𝔾(r,r)𝑑S,\Pi_{n}=\frac{1}{\bar{\ell}}\int_{S}\Pi_{n-1}(\vec{r^{\prime}})\mathbb{G}(\vec{r},\vec{r}^{\prime})dS, (7)

The value of ¯\bar{\ell} is the average of Chord Length Distribution (CLD) may be weighted with the cosine of the angle between chord and the normal to the surface,

¯=0π0π/2V(r¯,θ¯,ϕ¯)cos(θ¯)𝑑θ¯𝑑ϕ¯0π0π/2S(r¯,θ¯,ϕ¯)cos(θ¯)𝑑θ¯𝑑ϕ¯.\bar{\ell}=\frac{\int_{0}^{\pi}\int_{0}^{\pi/2}V(\underline{r},\underline{\theta},\underline{\phi})\cos(\underline{\theta})d\underline{\theta}d\underline{\phi}}{\int_{0}^{\pi}\int_{0}^{\pi/2}S_{\bot}(\underline{r},\underline{\theta},\underline{\phi})\cos(\underline{\theta})d\underline{\theta}d\underline{\phi}}. (8)

Here, SS_{\bot} is the surface area perpendicular to the direction of the neutron. The value of mean CLD for a convex body is related to the first Cauchy formula [49] of the integration for cylindrical shape comprises 4V/S [50, 51], where SS is the surface area inclosing a volume VV . This value may be used as the upper limit of one of the integrations. Note that the coordinate variables were underlined in order to avoid confusion among symbols.

There was equivalent definition of the sample blackness, the self-shielding factor denoted G(energydomain)G_{(\mathrm{energy~{}domain})}; which is defined as the ratio between the volume-averaged fluence rate within the material’s volume that may absorb or scatter neutrons and the fluence rate within the same volume considering absence of the interaction with neutrons. According to Blaauw [16],

G(energydomain)=Vψ(r)𝑑rV+(higherorderterms)G_{(\mathrm{energy~{}domain})}=\frac{\int_{V}\psi(\vec{r})d\vec{r}}{V}+(\mathrm{higher~{}order~{}terms}) (9)

the higher order terms were introduced by Blaauw [16] for extended neutron velocity distributions – denoted here \mathcal{R}. Remembering that the G(energydomain)G_{(\mathrm{energy~{}domain})} is neutron energy specific parameter, any perturbation of the neutron energy distribution shall affect the experimental results as discussed in earlier work [52].

III.1 Mathematical model

In accordance to previous constraint of self-shielding formulae, we shall use Eq. 2, include the high order in Eq. 9, and use the relation of blackness and self-shielding [45] (i.e. Σa¯G\Sigma_{a}\bar{\ell}G=β\beta as first approximation). The combined formulae comprises;

G(energydomain)=(ΣtΣs)1+Σt¯P0(ΣaΣs)+.\begin{split}G_{(\mathrm{energy~{}domain})}&=\frac{\left(\frac{\Sigma_{t}}{\Sigma_{s}}\right)}{1+\Sigma_{t}\frac{\bar{\ell}}{P_{0}}\left(\frac{\Sigma_{a}}{\Sigma_{s}}\right)}+\mathcal{R}.\end{split} (10)

The value of \mathcal{R} was found to has negligible contributions except when relying on the entire range of Maxwellian thermal neutron distribution, as proven in Appendix B. However, and for the practical of constraining the thermal neutron energy range by the cadmium cutoff energy around 0.5 eV, this term can be neglected. Hence,

G(energydomain)=(ΣtΣs)11+Σt¯P0(ΣaΣs)G_{(\mathrm{energy~{}domain})}=\left(\frac{\Sigma_{t}}{\Sigma_{s}}\right)\frac{1}{1+\Sigma_{t}\frac{\bar{\ell}}{P_{0}}\left(\frac{\Sigma_{a}}{\Sigma_{s}}\right)} (11)

The value of the first term in Eq. 11 is correct when it less than 1, i.e. under the condition:

(ΣtΣs)1+Σt¯P0(ΣaΣs)\left(\frac{\Sigma_{t}}{\Sigma_{s}}\right)\leq 1+\Sigma_{t}\frac{\bar{\ell}}{P_{0}}\left(\frac{\Sigma_{a}}{\Sigma_{s}}\right) (12)

or

ΣtΣs+Σt¯P0Σa\Sigma_{t}\leq\Sigma_{s}+\frac{\Sigma_{t}\bar{\ell}}{P_{0}}\Sigma_{a} (13)

i.e. the parameters in the first term in Eq. 11 must satisfy the condition.

Σt¯P01\frac{\Sigma_{t}\bar{\ell}}{P_{0}}\geq 1 (14)

Precise choice of the value of P0P_{0} is given in Section III.3.

Eq. 11 can be rewritten as follows:

G(energydomain)=(ΣtΣs)×11+𝒵G_{(\mathrm{energy~{}domain})}=\left(\frac{\Sigma_{t}}{\Sigma_{s}}\right)\times\frac{1}{1+\mathcal{Z}} (15)

where

𝒵=Ω(¯,Σa,Σs,Σt)Geometryχ(Σt)Compositionη(Σa,Σs)Probability.\mathcal{Z}=\underbrace{\Omega(\bar{\ell},\Sigma_{a},\Sigma_{s},\Sigma_{t})}_{\mathrm{Geometry}}\underbrace{\chi(\Sigma_{t})}_{\mathrm{Composition}}\underbrace{\eta(\Sigma_{a},\Sigma_{s})}_{\mathrm{Probability}}. (16)

The factor (ΣtΣs)\left(\frac{\Sigma_{t}}{\Sigma_{s}}\right) represents the weight of the total interaction cross-section versus the scattering contribution. The dimensionless parameter, 𝒵\mathcal{Z}, is expressed as product of three functions, geometry function (Ω=¯P0\Omega=\cfrac{\bar{\ell}}{P_{0}}) as a function of the dimensions of the sample in the unit of [cm], macroscopic cross-section function (χ=Σt\chi=\Sigma_{t}) in the units of [cm-1] which depends on the isotopic content of the sample, and a dimensionless neutron energy correcting factor (η=ΣaΣs\eta=\cfrac{\Sigma_{a}}{\Sigma_{s}}) which is a function of the neutron absorption and the scattering cross-sections. The neutron-chord length is not the only parameter in the transport equation that depends on geometry; the first and higher order interaction probabilities, i.e. P0P_{0} , are also dependent on both geometry and medium contents. These are the fundamental morphological descriptors of the media that describes the mean intercept length and relative to the mean free-paths of neutron within the medium. Here, Ω\Omega contains the factor of a shift in the Euclidean distance value and reflecting the total distance of interest within the medium, while χ\chi and η\eta determine the slope of the steeping part of the curve.

Macroscopic cross-section function is expressed as

χ(En)=Σ(E1,E2)=ρNAθiMσ~,\chi(E_{n})=\Sigma(E_{1},E_{2})=\frac{\rho N_{A}\theta_{i}}{M}\tilde{\sigma}, (17)
σ~=E1E2σc,i(En)φ(En)𝑑EnE1E2φ(En)𝑑En\tilde{\sigma}=\frac{\int_{E_{1}}^{E_{2}}\sigma_{c,\,i}(E_{n})\varphi(E_{n})dE_{n}}{\int_{E_{1}}^{E_{2}}\varphi(E_{n})dE_{n}} (18)

where NAN_{A} is the Avogadro’s number [mol-1], ρ\rho is the density of the material [g cm-3], and MM is its atomic mass [g mol-1]. θi\theta_{i} is the isotopic abundance of the absorbing isotope in which it should be multiplied by the fraction of the element in the material if a compound material is used. Here, σ~\tilde{\sigma} is the integral cross-section in the energy domain between E1E_{1} and E2E_{2}. For practical purposes, the thermal neutron energy range is bounded by the cadmium cutoff energy around 0.5 eV while the epithermal range extends from 0.5 to few MeVs [3, 10, 7]. Here, σci(En)\sigma_{c_{i}}(E_{n}) is the ithi^{th}-isotope’s cross-section for the reaction channel cc at the neutron energy EnE_{n} in this energy domain [cm2]. In case of compounds, this formula becomes a summation over ithi^{th}-isotope.

The η\eta term is the scattering to absorption ratio;

η(Σs,Σa)=ΣaΣs\eta(\Sigma_{s},\Sigma_{a})=\frac{\Sigma_{a}}{\Sigma_{s}} (19)

In general, values of thermal cross-section and resonance integral are well known from tables [10, 53, 54] or integration of spectroscopic cross-section [9].

III.2 The geometry factor

The geometry factor depends on the neutron-chord length and the probability of interaction as;

Ω(shape parameters)=¯P0.\Omega(\text{shape parameters})=\frac{\bar{\ell}}{P_{0}}. (20)

There were great efforts to parameterize this factor through years. Recent efforts had been made by Trkov et al. [51] especially in the extended range of the neutron resonances.

In integral geometry, obtaining the orientation-dependent chord lengths of a convex body, in general, is a complicated mathematical argument; most researchers treat the problem with the body that has the minimal volume in a class of convex bodies having the same dimensions [55]. As long as we want to escape the rigorous derivations of the average neutron-chord length (cf. Refs. [56, 57, 50, 58, 59, 60] for details), we shall use simple formulation of the average neutron-chord length based on the fact that the trajectories of the incident isotropic neutrons traverse different lengths within the body due to scattering. The derivation proceeded under this assumption in which the convex bodies are in an isotropic neutron field are the geometry which the most materials have.

Considering an Euclidean space (𝔼3\mathbb{E}^{3}) where the irradiated body is located with a center-of-mass at the origin of the coordinate system. The three coordinate vectors are in orthogonal directions – denoted 1^\hat{1}, 2^\hat{2}, and 3^\hat{3}. The orientations of these coordinates were chosen as follows: At least one of these vectors (1^\hat{1}) shall intersects the body surface in direction of the shortest length between the center-of-mass (at the 𝔼3\mathbb{E}^{3} origin) and a point on the surface of the body, see Fig. 1.

Refer to caption
Figure 1: (Color on-line) Most known shapes of neutron activated materials. L1L_{1}, L2L_{2}, and L3L_{3} are the measurable lengths, see text.

The next coordinate vector (2^\hat{2}) shall lay in a plan perpendicular to the first one to the shortest point on the body surface. The third coordinate vector (3^\hat{3}) shall be perpendicular to the plan containing the first and second vectors and had length equals to the distance to the surface. The lengths of the distances between the center-of-mass and the actual surfaces along the coordinate vectors are denoted L1L_{1}, L2L_{2}, and L3L_{3}, in their respective order. Due to scattering, the coordinates are transformed to another virtual coordinate system that is suitable to the situation and the shape on hand. The distances travelled by the neutron along the new virtual coordinate system in the body are the neutron-chord lengths, denoted 1\ell_{1}, 2\ell_{2}, and 3\ell_{3}, which need to be determined using transport equations. The average neutron-chord length is taken, in the present work, as the harmonic mean of these three distances; i.e.

1¯=13(11+12+13).\frac{1}{\bar{\ell}}=\frac{1}{3}\left(\frac{1}{\ell_{1}}+\frac{1}{\ell_{2}}+\frac{1}{\ell_{3}}\right). (21)

Here, ¯\bar{\ell} is the average neutron-chord length.

Due to symmetry operations in the diffusion equation, we shall take the condition that if there were a symmetry making one or more of these virtual lengths undeterminable, it should take an infinity value. The behavior of the absorption and scattering transport are strongly dependent on each other and depend on the neutron energy [52]. However, a single group that cover the entire energy range of neutron (both thermal and epi-thermal) can be used to obtain meaningful value of the average neutron-chord length. The time dependent diffusion equation comprises;

1vavφ(r,t)t=J(r,t)Σaφ(r,t)+Q(r,t),\frac{1}{{\mathrm{v}_{av}}}\frac{\partial\varphi(\vec{r},t)}{\partial t}=\nabla\cdot J(\vec{r},t)-{{\Sigma}_{a}}\varphi(\vec{r},t)+Q(\vec{r},t), (22)

where φ(r,t)\varphi(\vec{r},t) is the flux, J(r,t)=J(\vec{r},t)= D(r,t)D(\vec{r},t)φ(r,t)\nabla\varphi(\vec{r},t) is the neutron current, Q(r,t)Q(\vec{r},t) is the neutron production rate within the medium in units of [n cm-3s-1]. The sample, however, is embedded, presumably, within a uniform neutron field in which the flux outside it, denoted φo\varphi_{o}, is isotropic, uniform and does not depend on the diffusion within the sample. Considering our situation of sample absorbing neutrons, the solution of the problem comes as difference-problem in the steady-state where Q(r,t)Q(\vec{r},t) equated to φo\varphi_{o}, and considering only the difference within the sample;

φ(r,t)=φoϕ(r,t),\varphi(\vec{r},t)=\varphi_{o}-\phi(\vec{r},t), (23)

Under the condition of steady-state, the time derivative vanishes; while Eq. 22 is reduced to:

D(r)ϕ(r)-Σaϕ(r,t)\displaystyle\nabla\cdot D(\vec{r})\nabla\phi(\vec{r})\text{-}{{\Sigma}_{a}}\phi(\vec{r},t) =0\displaystyle=0 inside the sample, (24)
ϕ(r,t)\displaystyle\phi(\vec{r},t) =0\displaystyle=0 outside the sample. (25)

In the homogenous isotropic medium, D(r)D(\vec{r}) and Σa(r)\Sigma_{a}(\vec{r}) are constants, so Eq. 24 can be rewritten as:.

2ϕ(r)B2ϕ(r)=0,\nabla^{2}\phi(\vec{r})-B^{2}\phi(\vec{r})=0, (26)

The B2B^{2} factor depends on body materials usually called the geometric buckling factor in units of [cm-2s-1], see Appendix C. In steady-state, and in the present work, we rewrite the factor B2B^{2} as reciprocal squared dimensions multiplied by (1 s-1);

B2=i=13Bi=i=13π2i2(1s1),B^{2}=\sum_{i=1}^{3}B_{i}=\sum_{i=1}^{3}\frac{{\pi}^{2}}{\ell_{i}^{2}}(1\,s^{-1}), (27)

where the values of i\ell_{i} are the virtual dimensions of the sample in the transformed coordinates.

The diffusion length is the mean square distance that a neutron travels in the one direction from the source to its absorption point. The steady-state condition requires that the neutron current through the body’s surfaces at its measurable dimensions, denoted L1L_{1}, L2L_{2} up to L3L_{3}, be constant, i.e. the change in the leakage of current (J(r)|rB\left.\nabla\cdot J(\vec{r})\right|_{\vec{r}_{B}}) at these boundaries, rB\vec{r}_{B}, be zero. For convex surface, a neutron leaving the region through the surface cannot intersect the surface again. Consequently, general solution at the surface shall satisfy the conditions;

D(r)ϕ(r)|rB\displaystyle\left.\nabla\cdot D(\vec{r})\nabla\phi(\vec{r})\right|_{\vec{r}_{B}} \displaystyle\equiv J(r)|rB=0,\displaystyle\left.\nabla\cdot J(\vec{r})\right|_{\vec{r}_{B}}=0,
J(r>rB)\displaystyle J(\vec{r}>\vec{r}_{B}) =\displaystyle= J(rrB).\displaystyle J(\vec{r}\leq\vec{r}_{B}). (28)

Which refer to the continuity of flux at the surface and constancy of current, respectively. Under this condition, the boundary in the difference-problem of Eqs. 24 and 25 is considered a vacuum boundary [61]. At the specific boundary vector rB\vec{r}_{B}, the flux become φ(rB)=φo\varphi(\vec{r}_{B})=\varphi_{o}, or, according to Eq. 23,

ϕ(rB)=0\phi(\vec{r}_{B})=0 (29)

The solution of Eq. 26, as derived in Appendix C.1 for cartesian coordinates, resembles;

ϕ(x¯,y¯,z¯)=Const.eiB1x¯iB2y¯iB3z¯\phi(\underline{x},\underline{y},\underline{z})=\mathrm{Const.}e^{-iB_{1}\,\underline{x}-iB_{2}\,\underline{y}-iB_{3}\,\underline{z}} (30)

Note that the coordinate variables are underlined from now one in order to avoid confusion among symbols. In order to satisfy the condition Eq. 29, the values of i\ell_{i} should be related to the measurable coordinate dimensions as follows: 1=2L1\ell_{1}=2L_{1}, 2=2L2\ell_{2}=2L_{2} and , 3=2L3\ell_{3}=2L_{3}. As presented in Fig. 1, L1=W/2L_{1}=W/2, similarly all other dimensions. i.e.

¯=3(1W+1D+1H)1\bar{\ell}=3\left(\frac{1}{W}+\frac{1}{D}+\frac{1}{H}\right)^{-1} (31)

Note that for infinite foils and sheets, there is only one measurable length exits, the thickness with L1L_{1}=t/2=t/2, L2=L_{2}=\infty, and L3=L_{3}=\infty making 1\ell_{1}=t=t, 2=\ell_{2}=\infty, 3=\ell_{3}=\infty, and

¯=3t\bar{\ell}=3t (32)

For cylindrical geometries the solution of Eq. 26, see Appendix C.2, becomes;

ϕ(ρ¯,ϕ¯,z¯)=\displaystyle\phi(\underline{\rho},\underline{\phi},\underline{z})= m=0n=0CmnJm(n2+B12ρ¯)×\displaystyle\sum_{m=0}^{\infty}\sum_{n=0}^{\infty}C_{mn}J_{m}(\sqrt{n^{2}+B_{1}^{2}}\underline{\rho})\times
cosmϕ¯en2B22z¯, if n2>B22,\displaystyle\cos{m\underline{\phi}}e^{-\sqrt{n^{2}-B_{2}^{2}}\underline{z}}\text{, if }\,n^{2}>B_{2}^{2},
=\displaystyle= m=0n=0CmnJm(n2+B12ρ¯)×\displaystyle\sum_{m=0}^{\infty}\sum_{n=0}^{\infty}C_{mn}J_{m}(\sqrt{n^{2}+B_{1}^{2}}\underline{\rho})\times (33)
cosmϕ¯cosB22n2z¯, if n2B22\displaystyle\cos{m\underline{\phi}}\cos{\sqrt{B_{2}^{2}-n^{2}}\underline{z}}\text{, if }\,n^{2}\leq B_{2}^{2}

where JmJ_{m} is Bessel functions of the first kind, CmnC_{mn} is a constant and m and n are integers. Generally, m=0 and n=0 have the largest contribution. Hence

ϕ(ρ¯,ϕ¯,z¯)C00J0(B1ρ¯)cosB2ϕ¯\phi(\underline{\rho},\underline{\phi},\underline{z})\simeq C_{00}J_{0}(B_{1}\,\underline{\rho})\cos{B_{2}\,\underline{\phi}} (34)

The first root of J0J_{0} in Eq. 34 is when the argument B1ρ¯=B_{1}\underline{\rho}=2.4048 while the root of the cosine function is when its argument B2ϕ¯B_{2}\,\underline{\phi}=π2\frac{\pi}{2}. In order to satisfy the condition Eq. 29;

1\displaystyle\ell_{1} =π2.4048L1\displaystyle=\frac{\pi}{2.4048}L_{1} =π2.4048R\displaystyle=\frac{\pi}{2.4048}R (35)
2\displaystyle\ell_{2} =2L2\displaystyle=2L_{2} =H,\displaystyle=H, (36)

and none-existence of z¯\underline{z} dependance Eq. 34 gives 3=\ell_{3}=\infty. i.e.

¯=3πRH2.4048H+πR\bar{\ell}=\frac{3\pi RH}{2.4048H+\pi R} (37)

Note that for finite disk of the radius RR and the thickness tt.

¯=3πRt2.4048t+πR\bar{\ell}=\frac{3\pi Rt}{2.4048t+\pi R} (38)

For infinite wire and cylinders, there is only one measurable coordinate length, the radius RR

¯=3πR2.4048=3.9191R\bar{\ell}=\frac{3\pi R}{2.4048}=3.9191R (39)

The solution of Eq. 26, as derived in the Appendix C.3, for spherical shape resembles;

ϕ(r¯,θ¯,ϕ¯)=l=0m=0Cmnjl(B1r¯)Plm(cosθ¯)cosmϕ¯,\phi(\underline{r},\underline{\theta},\underline{\phi})=\sum_{l=0}^{\infty}\sum_{m=0}^{\infty}C_{mn}j_{l}(B_{1}\underline{r})P_{l}^{m}(\cos\underline{\theta})\cos{m\underline{\phi}}, (40)

where, Plm(cosθ¯)P_{l}^{m}(\cos\underline{\theta}) is the associated Legendre polynomial, jl(Br¯)j_{l}(B\,\underline{r}) is the spherical Bessel function, and CmnC_{mn} is the integration constant. Again C00C_{00} has largest contribution. Hence;

ϕ(r¯,θ¯,ϕ¯)C00j0(B1r¯)P00(cosθ¯)\phi(\underline{r},\underline{\theta},\underline{\phi})\simeq C_{00}\;j_{0}(B_{1}\,\underline{r})\;P_{0}^{0}(\cos\underline{\theta}) (41)

The condition in Eq. 29 is satisfied if the argument of the spherical Bessel function (B1r¯B_{1}\,\underline{r}) equal the root of the spherical Bessel function at π\pi; i.e. the condition is satisfied if 1=L1=R\ell_{1}=L_{1}=R. Here, P00(cosθ¯)P_{0}^{0}(\cos\underline{\theta})=1 and due to symmetry of the body, there exists none-θ¯\underline{\theta} dependance which reveal 2=\ell_{2}=\infty, while none-ϕ¯\underline{\phi} dependance requires 3=\ell_{3}=\infty; i.e.

¯=3R\bar{\ell}=3R (42)

For any other irregular shape the average neutron-chord length can be calculated in the same manner using box geometry as approximation. Table 2 showed a comparison between our simple procedure and others.

Table 2: The geometry factor Ω(¯,Σt)\Omega(\bar{\ell},\Sigma_{t}) deduced from simple convex geometries presented in Fig. 1 in comparison to reported factors from different researches. Reported factors are from Refs. Ref. [17, 18, 20, 21].
Body The geometry factor Ω(¯,Σt)\Omega(\bar{\ell},\Sigma_{t})
Shape Dimensions Present work Reported
Sheet-infinite tt 3t/P0{3t}/{P_{0}} 1.5t1.5t
Disc tt,RR 3πtR(P0(2.4048t+πR))\frac{3\pi tR}{(P_{0}(2.4048t+\pi R))}
Box/Slap HH, WW, DD 3HDW(P0(HW+HD+DW))\frac{3HDW}{(P_{0}(HW+HD+DW))}
Sphere RR 3R/P0{3R}/{P_{0}} RR
Cylinder HH, RR 3πRH(P0(2.4048H+πR))\frac{3\pi RH}{(P_{0}(2.4048H+\pi R))} 1.65HRH+R1.65\frac{HR}{H+R}
Cylinder-infinite RR 3.9191R/P0{3.9191R}/{P_{0}}
General shape L1L_{1}, L2L_{2}, L3L_{3} 3P0(11+12+13)1\frac{3}{P_{0}}\left(\frac{1}{\ell_{1}}+\frac{1}{\ell_{2}}+\frac{1}{\ell_{3}}\right)^{-1}

The average neutron-chord length is larger than the dimensions of the body due to the irregular path of neutrons in the body’s material. For a sphere with radius R is ¯=\bar{\ell}=3R, not the value of 2R, while for infinite foil it is also three times its thickness, not the value of 1.5t, due to the average of the cosine in the neutron scattering path length inside the volume. However, when Sjostrand et al. [62] calculated the average neutron-chord length for a sphere assuming an isotropic flux distribution, the result was equal to the radius R due to use of different weighting factors.

III.3 Probability of the neutron interaction

The next step is to obtain a mathematical formula for the probability of single interaction within the volume (P0P_{0}), i.e. the probability that a neutron will suffer at least one more interaction. In the case of thermal energies, the domain of Maxwellian distribution below cadmium cut-off energy may be considered as that of the averaged energy at 0.025 eV for which scattering and multiple scattering shall not disturbs the overall neutron energy distribution [63]. The neutron absorptions are the result of the various neutron resonances which are predominant in the epi-thermal region including those of capture and possible fission components while scattering components cause escape of neutrons from this region.

The neutron-escape probability, the factor pp in reactor physics, measures the fraction of neutrons that have escaped absorption and still exist after having been slowed-down from their epi-thermal energies to – say thermal energies – due to these “resonance traps” and reduces the absorption losses [64, 65]. Several authors had tried calculate the resonance escape probabilities from first principles [66, 67, 68, 65] while other calculate directly from thermal utilization factor of reactors (cf. Ref. [69]).

In the present work and under the condition in Eq. 14, the probability of interaction is obtained from the attenuation relation (ψ=\psi= exp\exp (Σt(-\Sigma_{t} ×\times meandistance)\mathrm{mean~{}distance})). The scattered neutron continues to exist within the body. The mean travelled distance is the averaged neutron-chord length which allows us to write directly and according to Rothenstein [65], and for approximation, the following

P0(1exp(Σt¯)),P_{0}\sim(1-\exp(-\Sigma_{t}\bar{\ell})), (43)

which satisfies the condition in Eq. 14. In the extended range of epi-thermal neutrons, the flux varies as 1/EnE_{n} from cadmium cut-off energy at 0.5 eV to the end of the neutron spectrum – say 1 MeV. Multiple scattering disturbs the energy distribution by reducing the number of neutrons in the epi-thermal region. In reactor physics, this phenomenon is described by resonance escape probability, which is the probability that a neutron will slow down from fission energy to thermal energies without being captured by a nuclear resonance. This phenomenon depends on the diffusion properties of the medium. In the comparison given in Fig. 3, the values of GepiG_{epi} vary as in Eq. 43 but with ¯2/3\bar{\ell}^{2/3} replaces ¯\bar{\ell}. There was no clear reason about this dependence. However, there is a simple experimental remark in neutron physics: whenever the neutron energy distribution repudiate the proper thermalization distribution (Maxwellian+1/E dependance in epi-thermal region) by any mean such as absorption, the neutrons rapidly redistribute its velocity population within the diffusion distance to follow the proper distribution – up to thermalization. [70, 71, 2]. To compensate such dependence, in the present work we had introduced a parameterized factor to enhance formula in Eq. 43 in the epi-thermal range as follows;

P01pescape(1exp(Σt¯pescape)),P_{0}\sim\frac{1}{p_{\mathrm{escape}}}\left(1-\exp\left(-\Sigma_{t}\bar{\ell}{p_{\mathrm{escape}}}\right)\right), (44)

where

pescape=2|ΣaΣs|2Σa2Σs¯3.{p_{\mathrm{escape}}}=2\frac{\sqrt[2]{|\Sigma_{a}-\Sigma_{s}|}}{\sqrt[2]{\Sigma_{a}}\sqrt[3]{\Sigma_{s}\bar{\ell}}}. (45)

which, also, satisfies the condition in Eq. 14.

The subscript (energydomain)(\mathrm{energy~{}domain}) is to replaced by “thth” in case of thermal neutron energies below cadmium cutoff energy (\sim0.5 eV) or by “epiepi” for epi-thermal neutrons having energy domain greater than the cadmium cutoff energy. Here, we have used two notions of flux φo\varphi_{o} and φ\varphi which stand for unperturbed neutron flux for which the material is diluted or absent [14] and the measured self-shielded neutron flux in the vicinity of the material, respectively.

III.4 Verification with experiment

The obtained mathematical values with present ab initio model were compared with experimental values in Fig. 2. The exact parameters of the experimental data such as foil thickness and wire radius, cylinder hight were obtained from the original sources (whether these were literature or our previous experiments). In the thermal energy range, the derived formula in Eqs. 15 and 43 gave a good representation of the experimental data for In, Au and Co within the experimental uncertainty, whether it was wires or foils .

Refer to caption
Figure 2: (Color on-line) Comparison of Gth of our approach with Experimental values taken from the literature. Experimental data of were those of Mahmoud et al. [27], Taylor &\& Linacre [28], Carre et al. [29], Hasnain et al. [30], Sola [31], Walker et al. [32], Klema [33], and Crane &\& Doerner [34] as adopted from Martinho et al. [20]. The uncertainty of Gth was added as 10% for all experimental values of Gth due to digitization uncertainty. (F: Foil, C: Cylinder, W: Wire, and G: General Convex body, our approach). Error bars are either the digitization errors or a given uncertainty, see Section II.
Refer to caption
Figure 3: (Color on-line) Comparison of Gepi of our derived formula, as in Eq. 15 using the interaction probability of Eq. 44, with experimental values taken from Gonalves et al. [17], Lopes [36, 37], McGarry [38], Brose [39], Yamamoto et al. [40], Jefferies et al. [41], Eastwood &\& Werner [35], and Kumpf [42]. (F:Foil, W:Wire, S: Infinite Slab, and G: General Convex body, our approach). Error bars are either given or due to digitization, see Section II.

In the epi-thermal region, the integral cross-section of Eq. 18 is replaced by the resonance integral. Table 1 contains the element-averaged resonance integrals for 1/E averaged neutron distribution together with the thermal cross- section data based on Maxwellian distribution of neutron energies for capture reactions [10] and scattering reactions [9]. These integral data were used to calculate epi-thermal self-shielding factor, Gepi, and represented by lines in Fig. 3. Experimental results from literature of Gonalves et al. [17], Lopes [36, 37], McGarry [38], Brose [39], Yamamoto et al. [40], Jefferies et al. [41], Eastwood &\& Werner [35], and Kumpf [42] were used for comparison. Elements were Au, Co, Mn and Na in a form of wire, foils or infinite slabs. Note that our model calculations were based on the derived formula in Eq. 15 and the interaction probability of Eq. 44. Parameters of such as foil thickness and wire radius, cylinder hight were obtained from the original sources of the experimental data. With the adaptation in the Eq. 45, our model gave a good representation of the experimental data for Au, Co, Mn and Na within the experimental uncertainty. Otherwise, the model curve shall be more steeper and messes the experimental data. As shown in Fig. 3, there is a slightly different between experimental, calculated values and our model in gold and Indium wires and foils.

It is clear that the neutrons self-shielding factor depends not only on the properties and geometry of the material but also on the neutron energy range as shown in Fig. 2 and 3. A comparison between the present approach of ab initio calculations, considering the extreme cases of infinite wire and infinite foil, and the empirical equation given in Refs. [17, 18, 20, 21, 19] are given in Appendix D of the present work.

IV Conclusion

In the vicinity of neutron-absorbing elements within the sample, neutron flux shall be modified continuously with the depth. The activation formulae that take the flux as a constant value shall be corrected by a self-shielding factor. The self-shielding corrected neutron flux factor are often obtained from numerous approaches, both empirical based on fitting or analytic analysis as presented within the present work. Understanding the physics behind self-shielding enabled the extension of a simple thermal neutron picture into the epithermal energies with the possibility for application to high-energy neutrons. Equation 15 together with its descriptive parameters in Eqs. 17, 19, 20, 43, and 44 were satisfactory in the determination of the self-shielding factors when the average chord lengths are calculated from our derived formulae in Table 2. The analytical formulae enable its implantation the longer-term application in the analysis of neutron activation and neutron-induced effects of materials for different materials in different geometries, especially neutron shields, using integral parameter representation, instead of spectroscopic one.

Appendix A Advantage compared to Monté Carlo methods

The use of Monté Carlo simulation software (MC) for calculating the self-shielding factors is feasible but not yet efficacious. The principle underlying MC is to avoid the direct analytical solution of the problem. The goal of MC is to simulate and average a sufficiently large number of particle histories to obtain estimates of the flux which include rigorous approximations. According to Larson, MC of difficult problems are often very costly to set up and run. To make the MC code run with acceptable efficiency, the code users must specify a large number of biasing parameters, which are specialized to each different problem. Determining these parameters can be difficult and time-consuming. Also, even when the biasing parameters are well-chosen, MC converges slowly and non-monotonically with increasing run time. Thus, while MC solutions are free of truncation errors, they are certainly not free of statistical errors, and it is challenging to obtain MC solutions with sufficiently small statistical errors, and with acceptable cost. Finally, the non-analog techniques that have been developed for making MC simulations acceptably efficient and were useful for source-detector problems – in which a detector response in a small portion of phase space is desired –are not useful for obtaining efficient global solutions, over all of phase space. Generally, MC solutions work best when very limited information about the flux (e.g. a single detector response) is desired in a given simulation. MC is feasible for calculating self-shielding of a single sample, it requires time and an experienced user to make the acceptable accuracy and efficiency, the cost most scientists cannot afford to just calculate a single parameter in their routine work. For example, considering set of different samples need to be analyzed using neutron activation for the purpose of elemental analysis, MC SIM needs experience and a lot of time to reduce fluctuation, adopt the geometry, consideration of the neutron transport inside and outside the sample, and the absorption and scattering phenomenon as a function of neutron energy.

Although our intention while deriving and validating the present mathematical formulae was focused on avoiding such costs and enhancing present existing empirical equations and transforming all the problems from the spectroscopic set of parameters, such as thermal cross-section, thickness, width, height, radius, shape, a width of neutron first resonance, the width of the first gamma resonance, etc. into an integrated set of well-known parameters, thermal cross-section, resonance integral, average chord length. All remaining factors are calculated from these three parameters. Of course, the thermal cross-section and sample mass and composition are common.

Appendix B Contribution of velocity distribution

According to the results of Blaauw [16], calculation of the reaction rate is need to be with neutron density averaged macroscopic cross-section (function of velocity) instead of flux averaged macroscopic cross-section (energy dependent). Blaauw found that the self-shielding factors calculated for mono energetic neutrons yields the same results as if they are used with the flux averaged macroscopic cross-section provided that the neutron density averaged macroscopic cross-section given by

<Σ>=2πToTΣo,<\Sigma>=\frac{2}{\sqrt{\pi}}\sqrt{\frac{T_{o}}{T}}\Sigma_{o}, (46)

is used instead of the flux averaged capture cross-section given by

<Σ>=π2ToTΣo<\Sigma>=\frac{\sqrt{\pi}}{2}\sqrt{\frac{T_{o}}{T}}\Sigma_{o} (47)

Blaauw [16] results showed that the volume-averaged attenuation self-shielding factor in extended neutron distributions, has an extra term that depends on the statistical moments of deviation in reciprocal velocity average. The contribution of this extra factor had been estimated by Goncalves et al. [21] to be around 6±\pm1%.

The higher order terms in Eq. 9 (Denoted \mathcal{R} ) can be obtained from Blaauw [16] and adopted to our notions as;

i=1(1)ii!(Σa)ivoi(1vi1vi)V(r)i𝑑rV\mathcal{R}\cong\sum_{i=1}^{\infty}\frac{(-1)^{i}}{i!}(\Sigma_{a})^{i}v_{o}^{i}\left(\left\langle\frac{1}{v^{i}}\right\rangle-\left\langle\frac{1}{v}\right\rangle^{i}\right)\frac{\int_{V}(\vec{r})^{i}d\vec{r}}{V} (48)

For the first term, i=1i=1, the value of (1v1v)\left(\left\langle\frac{1}{v}\right\rangle-\left\langle\frac{1}{v}\right\rangle\right) vanishes. While for approximate spherical symmetry the integral yields the average squared length over volume of sphere, The first term comprises;

V(r)2𝑑r\displaystyle\int_{V}(\vec{r})^{2}d\vec{r} =\displaystyle= 0¯02π0πr¯2(r¯sinϕ¯)𝑑θ¯𝑑ϕ¯r¯𝑑θ¯𝑑r\displaystyle\int_{0}^{\bar{\ell}}\int_{0}^{2\pi}\int_{0}^{\pi}\underline{r}^{2}(\underline{r}\sin\underline{\phi})d\underline{\theta}d\underline{\phi}\underline{r}d\underline{\theta}dr (49)
=\displaystyle= 45π¯5=453443π¯3¯2=35V¯2\displaystyle\frac{4}{5}\pi\bar{\ell}^{5}=\frac{4}{5}\frac{3}{4}\frac{4}{3}\pi\bar{\ell}^{3}\bar{\ell}^{2}=\frac{3}{5}V\bar{\ell}^{2} (50)

For the first approximation, only term of i=2 has an effective contribution. Hence,

+12(Σa)2vo2(1v21v2)35¯2\mathcal{R}\cong\frac{+1}{2}(\Sigma_{a})^{2}v_{o}^{2}\left(\left\langle\frac{1}{v^{2}}\right\rangle-\left\langle\frac{1}{v}\right\rangle^{2}\right)\frac{3}{5}\bar{\ell}^{2} (51)

For Maxwellian velocity distribution

1v\displaystyle\left\langle\frac{1}{v}\right\rangle =\displaystyle= 2π1vo\displaystyle\frac{2}{\sqrt{\pi}}\frac{1}{v_{o}} (52)
1v2\displaystyle\left\langle\frac{1}{v^{2}}\right\rangle =\displaystyle= 21vo2\displaystyle 2\frac{1}{v_{o}^{2}} (53)
\displaystyle\mathcal{R} (Σa¯)235(12π)0.218(Σa¯)2,Maxwellian\displaystyle\cong(\Sigma_{a}\bar{\ell})^{2}\frac{3}{5}\left(1-\frac{2}{\pi}\right)\approx 0.218(\Sigma_{a}\bar{\ell})^{2},\,\,\,Maxwellian (54)
0,monoenergetic\displaystyle\cong 0,\,\,\,monoenergetic
0,   20vov4×107vo\displaystyle\cong 0,\,\,\,20v_{o}\leq v\leq 4\times 10^{7}v_{o}

The first formulae is valid only for the entire range of Maxwellian neutron distribution. However, for practical use, only the epi-thermal range between cadmium cutoff at 0.5 eV upto about 1 MeV is used. In such cases, the difference (1v21v2)\left(\left\langle\frac{1}{v^{2}}\right\rangle-\left\langle\frac{1}{v}\right\rangle^{2}\right) practically vanishes, 0\mathcal{R}\cong 0.

There is an additional reason why this value is ignored within the sample in the present work. The Blaauw [16] derivation is based on the idea that the neutron flux distribution have constant shape as it passes through the depth ¯\bar{\ell}. However, there is a simple experimental remark in neutron physics: whenever the neutron energy distribution repudiate the proper thermalization distribution (Maxwellian+1/E dependance in epi-thermal region) by any mean such as absorption, the neutrons rapidly redistribute its velocity population within the diffusion distance to follow the proper distribution – up to thermalization. The idea is, even if there is absorption of neutrons having a velocity vv in Eq. 48 at some distance, there were a sort of recovery of that distribution. And hence, the difference in Eq. 51 has much less value than expected by Blaauw.

Appendix C Determination of chord lengths based on neutron transport formulae

The time dependent diffusion equation comprises;

1vavφ(r,t)t=J(r,t)Σaφ(r,t)+Q(r,t),\frac{1}{{\mathrm{v}_{av}}}\frac{\partial\varphi(\vec{r},t)}{\partial t}=\nabla\cdot J(\vec{r},t)-{{\Sigma}_{a}}\varphi(\vec{r},t)+Q(\vec{r},t), (55)

where J(r,t)=J(\vec{r},t)= D(r,t)D(\vec{r},t)φ(r,t)\nabla\varphi(\vec{r},t) is the neutron current, Q(r,t)Q(\vec{r},t) is the neutron production rate within the medium in units of n cm-3s-1. Under the condition of steady-state (φ(r,t)t=0\frac{\partial\varphi(\vec{r},t)}{\partial t}=0) and Considering:

  • the sample is embedded within a uniform neutron field in which the flux outside it, φo\varphi_{o}, to be isotropic, uniform and does not depend on the diffusion within the sample,

  • our situation of sample absorbing neutrons not generating it,

the solution of the problem comes as difference-problem in the steady-state where Q(r,t)Q(\vec{r},t) equated to φo\varphi_{o}, and considering only the difference replacing φ(r)\varphi(\vec{r}) by φophi(r)\varphi_{o}-phi(\vec{r}): Then

D(r)ϕ(r)Σa(r)ϕ(r)=0\nabla\cdot D(\vec{r})\nabla\phi(\vec{r})-\Sigma_{a}(\vec{r})\phi(\vec{r})=0 (56)

In the homogenous isotropic medium, D(r)D(\vec{r}) and Σa(r)\Sigma_{a}(\vec{r}) are constants.

2ϕ(r)B2ϕ(r)=0,\nabla^{2}\phi(\vec{r})-B^{2}\phi(\vec{r})=0, (57)

The BB factor is the geometric buckling factor in reactor physics. Taking into consideration that Σa=\Sigma_{a}=1/λa1/\lambda_{a}, and D=λtr/3D=\lambda_{tr}/3 where λa\lambda_{a} is the absorption mean-free path and λtr\lambda_{tr} is the transport scattering diffusion length given by the more advanced transport theory in terms of transport and absorption cross-sections equation as [72, 73];

λtr=1Σa+Σs(1μ¯),\lambda_{tr}=\frac{1}{\Sigma_{a}+\Sigma_{s}(1-\bar{\mu})}, (58)

where μ¯=23A\bar{\mu}=\frac{2}{3A} is average value of the cosine of the angle in the lab system. So,

B2=Σa[cm1]D[cms1],B^{2}=\frac{\Sigma_{a}[cm^{-1}]}{D[cm\,s^{-1}]}, (59)

C.1 Rectangular geometries

In cartesian coordinates, Eq. 57 is reduced to three independent equations by separation of variables assuming ϕ(x¯,y¯,z¯)=\phi(\underline{x},\underline{y},\underline{z})= ϕx(x¯)\phi_{x}(\underline{x}) ϕy(y¯)\phi_{y}(\underline{y}) ϕz(z¯)\phi_{z}(\underline{z}). I.e.

(d2dx¯2B12)ϕx(x¯)\displaystyle\left(\frac{d^{2}}{d\underline{x}^{2}}-B_{1}^{2}\right)\phi_{x}(\underline{x}) =\displaystyle= 0\displaystyle 0 (60)
(d2dy¯2B22)ϕy(y¯)\displaystyle\left(\frac{d^{2}}{d\underline{y}^{2}}-B_{2}^{2}\right)\phi_{y}(\underline{y}) =\displaystyle= 0\displaystyle 0 (61)
(d2dz¯2B32)ϕz(z¯)\displaystyle\left(\frac{d^{2}}{d\underline{z}^{2}}-B_{3}^{2}\right)\phi_{z}(\underline{z}) =\displaystyle= 0,\displaystyle 0, (62)

The general solution is:

ϕ(x¯,y¯,z¯)=Const.eiB1x¯eiB2y¯eiB3z¯\phi(\underline{x},\underline{y},\underline{z})=\mathrm{Const.}e^{-iB_{1}\,\underline{x}}e^{-iB_{2}\,\underline{y}}e^{-iB_{3}\,\underline{z}} (63)

C.2 Cylindrical geometries

For a definite convex shapes of having cylindrical geometries, Eq. 57 becomes the Helmholtz differential equation;

(1ρ¯ρ¯(ρ¯ρ¯)+1ρ¯22ϕ¯2+2z¯2+B2)ϕ(ρ¯,ϕ¯,z¯)=0.\displaystyle\left(\frac{1}{\underline{\rho}}\frac{\partial}{\partial\underline{\rho}}\left(\underline{\rho}\frac{\partial}{\partial\underline{\rho}}\right)\text{+}\frac{1}{\underline{\rho}^{2}}\frac{\partial^{2}}{\partial\underline{\phi}^{2}}\text{+}\frac{\partial^{2}}{\partial\underline{z}^{2}}\text{+}B^{2}\right)\phi(\underline{\rho},\underline{\phi},\underline{z})=0. (64)

In which the metric tensor scale factors are 1, ρ\rho, and 1 for the coordinates ρ\rho, ϕ\phi, zz, respectively. Separation of variables is done by writing ϕ(ρ¯,ϕ¯,z¯)=ϕρ(ρ¯)ϕϕ(ϕ¯)ϕz(z¯)\phi(\underline{\rho},\underline{\phi},\underline{z})=\phi_{\rho}(\underline{\rho})\phi_{\phi}(\underline{\phi})\phi_{z}(\underline{z}). Eq. 64 becomes;

(ρ¯2ϕρd2ϕρdρ¯2+ρ¯ϕρdϕρdρ¯)+1ϕϕd2ϕϕdϕ¯2+ρ¯2ϕzd2ϕzdz¯2\displaystyle\left({\frac{\underline{\rho}^{2}}{\phi_{\rho}}\frac{d^{2}\phi_{\rho}}{d\underline{\rho}^{2}}+\frac{\underline{\rho}}{\phi_{\rho}}\frac{d\phi_{\rho}}{d\underline{\rho}}}\right)+\frac{1}{\phi_{\phi}}\frac{d^{2}\phi_{\phi}}{d\underline{\phi}^{2}}+\frac{\underline{\rho}^{2}}{\phi_{z}}\frac{d^{2}\phi_{z}}{d\underline{z}^{2}}-
ρ¯2B2=0.\displaystyle\underline{\rho}^{2}B^{2}=0. (65)

Solution requires negative separation constants – say m2m^{2} in order to maintain the periodicity in φ\varphi; hence,

1ϕϕd2ϕϕdϕ¯2=m2,\frac{1}{\phi_{\phi}}\frac{d^{2}\phi_{\phi}}{d\underline{\phi}^{2}}=-m^{2}, (66)

which has a general solution

ϕ(ϕ¯)=C1cosmϕ¯+C2sinmϕ¯.\phi(\underline{\phi})=\mathrm{C}_{1}\cos{m\,\underline{\phi}}+\mathrm{C}_{2}\sin{m\,\underline{\phi}}. (67)

where C1C_{1}, and C2C_{2} are constants. Hence,

(1ϕρd2ϕρdρ¯2+1ρ¯ϕρdϕρdρ¯)m2ρ¯2+B2+1ϕzd2ϕzdz¯2=0,\left({\frac{1}{\phi_{\rho}}\frac{d^{2}\phi_{\rho}}{d\underline{\rho}^{2}}+\frac{1}{\underline{\rho}\phi_{\rho}}\frac{d\phi_{\rho}}{d\underline{\rho}}}\right)-\frac{m^{2}}{\underline{\rho}^{2}}+B^{2}+\frac{1}{\phi_{z}}\frac{d^{2}\phi_{z}}{d\underline{z}^{2}}=0, (68)

i.e. for finite cylinder, there are two coordinate lengths, radius and hight

(1ϕρd2ϕρdρ¯2+1ρ¯ϕρdϕρdρ¯)m2ρ¯2+\displaystyle\left({\frac{1}{\phi_{\rho}}\frac{d^{2}\phi_{\rho}}{d\underline{\rho}^{2}}+\frac{1}{\underline{\rho}\phi_{\rho}}\frac{d\phi_{\rho}}{d\underline{\rho}}}\right)-\frac{m^{2}}{\underline{\rho}^{2}}+
B12+B22+1ϕzd2ϕzdz¯2=0\displaystyle B_{1}^{2}+B_{2}^{2}+\frac{1}{\phi_{z}}\frac{d^{2}\phi_{z}}{d\underline{z}^{2}}=0 (69)

The ϕz\phi_{z} must not be sinusoidal at ±\pm\infty which lead to positive separation constant – say n2n^{2};

1ϕzd2ϕzdz¯2=n2B22,\frac{1}{\phi_{z}}\frac{d^{2}\phi_{z}}{d\underline{z}^{2}}=n^{2}-B_{2}^{2}, (70)
d2ϕρdρ¯2+1ρ¯dϕρdρ¯+(n2+B12m2ρ¯2)ϕρ=0.\frac{d^{2}\phi_{\rho}}{d\underline{\rho}^{2}}+\frac{1}{\underline{\rho}}\frac{d\phi_{\rho}}{d\underline{\rho}}+\left({n^{2}+B_{1}^{2}-\frac{m^{2}}{\underline{\rho}^{2}}}\right)\phi_{\rho}=0. (71)

The solutions are

ϕZ(z¯)=C3en2B22z¯+C4en2B22z¯\displaystyle\phi_{Z}(\underline{z})=\mathrm{C}_{3}e^{-\sqrt{n^{2}-B_{2}^{2}}\underline{z}}+\mathrm{C}_{4}e^{\sqrt{n^{2}-B_{2}^{2}}\underline{z}}
ifn2>B22\displaystyle\,if\,n^{2}>B_{2}^{2} (72)
=C5cosB22n2z¯+C6sinB22n2z¯\displaystyle=\mathrm{C}_{5}\cos{\sqrt{B_{2}^{2}-n^{2}}\underline{z}}+\mathrm{C}_{6}\sin{\sqrt{B_{2}^{2}-n^{2}}\underline{z}}
ifn2B22\displaystyle\,if\,n^{2}\leq B_{2}^{2} (73)
ϕρ(ρ¯)=C7Jm(n2+B12ρ¯)+C8Ym(n2+B12ρ¯),\displaystyle\phi_{\rho}(\underline{\rho})=\mathrm{C}_{7}J_{m}(\sqrt{n^{2}\text{+}B_{1}^{2}}\underline{\rho})\text{+}\mathrm{C}_{8}Y_{m}(\sqrt{n^{2}\text{+}B_{1}^{2}}\underline{\rho}), (74)

where JmJ_{m} and YmY_{m} are Bessel functions of the first kind and second Kind, respectively. These results requires that nn and mm be integers. Yn(0)Y_{n}(0)=-\infty which lead to un-physical solution, hence, C2\mathrm{C}_{2}=0 and C8\mathrm{C}_{8}=0. Similarly, C4\mathrm{C}_{4}=0 and C6\mathrm{C}_{6}. The solution is reduced to;

ϕ(ρ¯,ϕ¯,z¯)=m=0n=0CmnJm(n2+B12ρ¯)cosmϕ¯\displaystyle{\phi}(\underline{\rho},\underline{\phi},\underline{z})=\sum_{m=0}^{\infty}\sum_{n=0}^{\infty}C_{mn}J_{m}(\sqrt{n^{2}+B_{1}^{2}}\underline{\rho})\cos{m\,\underline{\phi}}
en2B22z¯ifn2>B22\displaystyle e^{-\sqrt{n^{2}-B_{2}^{2}}\underline{z}}\,if\,n^{2}>B_{2}^{2} (75)
=m=0n=0CmnJm(n2+B12ρ¯)cosmϕ¯\displaystyle=\sum_{m=0}^{\infty}\sum_{n=0}^{\infty}C_{mn}J_{m}(\sqrt{n^{2}+B_{1}^{2}}\underline{\rho})\cos{m\,\underline{\phi}}
cosB22n2z¯ifn2B22\displaystyle\cos{\sqrt{B_{2}^{2}-n^{2}}\underline{z}}\,if\,n^{2}\leq B_{2}^{2} (76)

where CmnC_{mn} is a constant that depends on the values of m and n.

C.3 Spherical geometries

In spherical coordinates, Eq. 57 resembles;

(1r¯2r¯(r¯2r¯)+1r¯2sinθ¯θ¯(sinθ¯θ¯)+\displaystyle\left(\frac{1}{\underline{r}^{2}}\frac{\partial}{\partial\underline{r}}\left(\underline{r}^{2}\frac{\partial}{\partial\underline{r}}\right)+\frac{1}{\underline{r}^{2}\sin\underline{\theta}}\frac{\partial}{\partial\underline{\theta}}\left(\sin\underline{\theta}\frac{\partial}{\partial\underline{\theta}}\right)+\right.
1r¯2sin2θ¯2ϕ¯2)ϕ+B12ϕ=0.\displaystyle\left.\frac{1}{\underline{r}^{2}\!\sin^{2}\underline{\theta}}\frac{\partial^{2}}{\partial\underline{\phi}^{2}}\right)\phi+B_{1}^{2}\phi=0. (77)

Because of the spherical symmetry there is only one value of BB=B1B_{1}. Values of B2B_{2} and B3B_{3} vanishes; i.e. 2=\ell_{2}=\infty and 3=\ell_{3}=\infty.

(1ϕrddr(r¯2dϕrdr¯)+1ϕθ1sinθ¯ddθ¯(sinθ¯dϕθdθ¯)+\displaystyle\left(\frac{1}{\phi_{r}}\frac{d}{dr}\left(\underline{r}^{2}\frac{d\phi_{r}}{d\underline{r}}\right)+\frac{1}{\phi_{\theta}}\frac{1}{\sin\underline{\theta}}\frac{d}{d\underline{\theta}}\left(\sin\underline{\theta}\frac{d\phi_{\theta}}{d\underline{\theta}}\right)+\right.
1ϕϕ1sin2θ¯d2ϕϕdϕ¯2)+r¯2B12=0.\displaystyle\left.\frac{1}{\phi_{\phi}}\frac{1}{\sin^{2}\underline{\theta}}\frac{d^{2}\phi_{\phi}}{d\underline{\phi}^{2}}\right)+\underline{r}^{2}B_{1}^{2}=0. (78)

Separation of variable requires substitution of ϕ(r¯,θ¯,ϕ¯)\phi(\underline{r},\underline{\theta},\underline{\phi}) by ϕr(r¯)ϕθ(θ¯)ϕϕ(ϕ¯)\phi_{r}(\underline{r})\phi_{\theta}(\underline{\theta})\phi_{\phi}(\underline{\phi}). Separating the rr term with separation constant l(l+1)l(l+1)

1ϕrddr¯(r¯2dϕrdr¯)l(l+1)+r¯2B12=0\frac{1}{\phi_{r}}\frac{d}{d\underline{r}}\left(\underline{r}^{2}\frac{d\phi_{r}}{d\underline{r}}\right)-l(l+1)+\underline{r}^{2}B_{1}^{2}=0 (79)
1ϕθ1sinθ¯ddθ¯(sinθ¯dϕθdθ¯)+1ϕφ1sin2θ¯d2ϕφdφ¯2\displaystyle\frac{1}{\phi_{\theta}}\frac{1}{\sin\underline{\theta}}\frac{d}{d\underline{\theta}}\left(\sin\underline{\theta}\frac{d\phi_{\theta}}{d\underline{\theta}}\right)+\frac{1}{\phi_{\varphi}}\frac{1}{\sin^{2}\underline{\theta}}\frac{d^{2}\phi_{\varphi}}{d\underline{\varphi}^{2}}
+l(l+1)=0\displaystyle+l(l+1)=0 (80)

Eq. C.3 is separated by separation constant m2m^{2}, then

1ϕθ1sinθ¯ddθ¯(sinθ¯dϕθdθ¯)+l(l+1)sinθ¯m2=0\displaystyle\frac{1}{\phi_{\theta}}\frac{1}{\sin\underline{\theta}}\frac{d}{d\underline{\theta}}\left(\sin\underline{\theta}\frac{d\phi_{\theta}}{d\underline{\theta}}\right)+l(l+1)\sin\underline{\theta}-m^{2}=0 (81)
1ϕϕd2ϕϕdϕ¯2+m2=0\frac{1}{\phi_{\phi}}\frac{d^{2}\phi_{\phi}}{d\underline{\phi}^{2}}+m^{2}=0 (82)

solution of Eqs. 79, 81, and 82 yield the following solution;

ϕ(r¯,θ¯,ϕ¯)=l=0m=0Cmnjl(B1r¯)Plm(cosθ¯)cosmϕ¯\phi(\underline{r},\underline{\theta},\underline{\phi})=\sum_{l=0}^{\infty}\sum_{m=0}^{\infty}C_{mn}\;j_{l}(B_{1}\,\underline{r})\;P_{l}^{m}(\cos\underline{\theta})\cos{m\,\underline{\phi}} (83)

by ignoring the anti symmetric terms. Here, Plm(cosθ¯)P_{l}^{m}(\cos\underline{\theta}) gives the associated Legendre polynomial while jl(Br¯)j_{l}(B\,\underline{r}) is the spherical Bessel function.

Appendix D Comparison with empirical formula

Figures 4 and 5 represent the thermal self-shielding factor calculated using empirical equations given by Refs. [17, 18, 20, 21, 19].

Refer to caption
Figure 4: A comparison between the present general approach of ab initio calculations, considering the extreme cases of infinite wire, and the empirical equation given in Refs. [17, 18, 20, 21, 19]. Experimental data from Taylor &\& Linacre [28], Carre et al. [29], were digitized from Martinho et al. [20]. While, the data of Eastwood &\& Werner [35] for Co Wire was collected from their original values.
Refer to caption
Figure 5: A comparison between the present approach of ab initio calculations, considering the extreme cases of infinite foil, and the empirical equation given in Refs. [17, 18, 20, 21, 19]. Experimental data from Hasnain et al. [30], Sola [31], Walker et al. [32], Klema [33], and Crane &\& Doerner [34] were digitized from Martinho et al. [20].

Their curves were calculated with the specific values of cross-section given in their manuscripts, which does not equal to the recommended cross-sections in literatures. Our approach was calculated using the extreme approximation of infinite foil (having only one variable with is the thickness) and with the general cross-section values in Refs. [53, 54, 10]. Based on this comparison based on extreme cases of infinite wire and infinite foil, the results of our approach matched the empirical equation in most cases, where it was already succeeded. Note that: there is no such infinite foil or infinite wire in experimental situations.

Conflict of interest

The authors declare that they have no known source for conflict of interest with any person.

References

Graphical Abstract

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