Search Results for author: Atiyo Ghosh

Found 2 papers, 0 papers with code

Harmonic (Quantum) Neural Networks

no code implementations14 Dec 2022 Atiyo Ghosh, Antonio A. Gentile, Mario Dagrada, Chul Lee, Seong-hyok Kim, Hyukgeun Cha, Yunjun Choi, Brad Kim, Jeong-il Kye, Vincent E. Elfving

Harmonic functions are abundant in nature, appearing in limiting cases of Maxwell's, Navier-Stokes equations, the heat and the wave equation.

Inductive Bias Quantum Machine Learning +1

Quantum Model-Discovery

no code implementations11 Nov 2021 Niklas Heim, Atiyo Ghosh, Oleksandr Kyriienko, Vincent E. Elfving

One of the most promising general approaches is based on recent developments in the field of scientific machine learning for solving PDEs.

BIG-bench Machine Learning Model Discovery +1

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