Lennon J. Shikhman
1 indexed paper
Recent (6 mo)
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126
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ML×1Comp. Eng.×1Numerical Analysis×1physics.comp-ph×1physics.plasm-ph×1
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2026
Cellular Sheaf Neural Operators for Structure-Preserving Surrogate Modeling of Constrained PDEs
The paper introduces Cellular Sheaf Neural Operators, a discretization-aware framework that models constrained PDEs by representing physical states on oriented cell complexes to enforce structure-preserving surrogate modeling.
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