26 citations · 98 across the 8 of their papers we have counts for
3 papers · 1 filter
Solving the Discretised Boltzmann Transport Equations using Neural Networks: Applications in Neutron Transport
T. R. F. Phillips, C. E. Heaney, C. Boyang +2
In this paper we solve the Boltzmann transport equation using AI libraries. The reason why this is attractive is because it enables one to use the highly optimised software within…
Solving the Discretised Neutron Diffusion Equations using Neural Networks
T. R. F. Phillips, C. E. Heaney, C. Boyang +2
This paper presents a new approach which uses the tools within Artificial Intelligence (AI) software libraries as an alternative way of solving partial differential equations (PDEs…
Goal-based sensitivity maps using time windows and ensemble perturbations
C. E. Heaney, P. Salinas, F. Fang +2
We present an approach for forming sensitivity maps (or sensitivites) using ensembles. The method is an alternative to using an adjoint, which can be very challenging to formulate…