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Constrained optimization of sensor placement for nuclear digital twins
The deployment of extensive sensor arrays in nuclear reactors is infeasible due to
challenging operating conditions and inherent spatial limitations. Strategically placing …
challenging operating conditions and inherent spatial limitations. Strategically placing …
[HTML][HTML] Analysis of the Molten Salt Fast Reactor using reduced-order models
In this paper, we present a reduced-order modeling approach to study the Molten Salt Fast
Reactor (MSFR). Our approach is nonintrusive and based on the proper orthogonal …
Reactor (MSFR). Our approach is nonintrusive and based on the proper orthogonal …
Dynamic mode decomposition for the stability analysis of the Molten Salt Fast Reactor core
The study of innovative nuclear reactors involves the use of increasingly complex numerical
models. While such models provide a high-fidelity description of many non-linear coupled …
models. While such models provide a high-fidelity description of many non-linear coupled …
Nuclide number density prediction in the lattice physics calculation based on Dynamic mode decomposition
S Qin, Q Zhang, Y Zhang, P Xue, Z Li - Annals of Nuclear Energy, 2025 - Elsevier
Burnup analysis in nuclear reactors requires iterative computation of neutron transport and
fuel depletion, which is computationally intensive, particularly for large-scale scenarios. This …
fuel depletion, which is computationally intensive, particularly for large-scale scenarios. This …
Modeling neutronic transients with Galerkin projection onto a greedy-sampled, POD subspace
Presented here is an application of POD-Galerkin projection to develop a reduced-order-
model (ROM) that approximates the solution of the multi-group, time-dependent, diffusion …
model (ROM) that approximates the solution of the multi-group, time-dependent, diffusion …
Exploring transient, neutronic, reduced-order models using DMD/POD-Galerkin and data-driven DMD
There is growing interest in the development of transient, multiphysics models for nuclear
reactors and analysis of uncertainties in those models. Reduced-order models (ROMs) …
reactors and analysis of uncertainties in those models. Reduced-order models (ROMs) …
Prediction of state transitions in 3D core dynamics and xenon transients based on dynamic mode decomposition
W Li, S Peng, J Li, Q He, T Wang, Y Zhang, H Lu… - Annals of Nuclear …, 2024 - Elsevier
This study proposes a method based on Dynamic Mode Decomposition (DMD) for predicting
the state transitions of core dynamics and xenon transients in nuclear reactors. Both types of …
the state transitions of core dynamics and xenon transients in nuclear reactors. Both types of …
Proper orthogonal decomposition mode coefficient interpolation: a non-intrusive reduced-order model for parametric reactor kinetics
In this paper, a non-intrusive reduced-order model (ROM) for parametric reactor kinetics
simulations is presented. Time-dependent ROMs are notoriously data intensive and difficult …
simulations is presented. Time-dependent ROMs are notoriously data intensive and difficult …
Application of dynamic mode decomposition to exponential experiment for spatial decay constant determination
T Yamamoto, H Sakamoto - Annals of Nuclear Energy, 2021 - Elsevier
When measuring the fundamental mode decay constant γ in an exponential experiment, it is
difficult to extract the fundamental mode from a measured neutron flux distribution that is …
difficult to extract the fundamental mode from a measured neutron flux distribution that is …
Acceleration of the power method with dynamic mode decomposition
An algorithm based on dynamic mode decomposition (DMD) for acceleration of the power
method (PM) is presented. The PM is a simple technique for determining the dominant …
method (PM) is presented. The PM is a simple technique for determining the dominant …