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cs.LG2026
Equation Recast for Canonical Operator Learning Across Parametric PDEs
Qiyun Cheng, Valentin Duruisseaux, Cesar F. Clauser +7
Learning solution operators across broad parameter ranges can require substantial coverage of both input functions and physical parameters, particularly for purely data-driven para…
physics.comp-ph2026
Surrogate Modeling for Neutron Transport: A Neural Operator Approach
Md Hossain Sahadath, Qiyun Cheng, Shaowu Pan +1
This work introduces a neural operator based surrogate modeling framework for neutron transport computation. Two architectures, the Deep Operator Network (DeepONet) and the Fourier…