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18 Results

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Workshop
HyperFNO: Improving the Generalization Behavior of Fourier Neural Operators
Francesco Alesiani · Makoto Takamoto · Mathias Niepert
Workshop
Surrogate modeling of stress fields in periodic polycrystalline microstructures using U-Net and Fourier neural operators
Sarthak Kapoor · Jaber Mianroodi · Bob Svendsen · Mohammad Khorrami · Nima Siboni
Poster
Thu 14:00 NeurOLight: A Physics-Agnostic Neural Operator Enabling Parametric Photonic Device Simulation
Jiaqi Gu · Zhengqi Gao · Chenghao Feng · Hanqing Zhu · Ray Chen · Duane Boning · David Pan
Poster
Wed 9:00 Operative dimensions in unconstrained connectivity of recurrent neural networks
Renate Krause · Matthew Cook · Sepp Kollmorgen · Valerio Mante · Giacomo Indiveri
Workshop
Fourier Neural Operator for Plasma Modelling
Vignesh Gopakumar · Stanislas Pamela · Lorenzo Zanisi · Zongyi Li · Anima Anandkumar
Poster
Wed 14:00 Invertible Monotone Operators for Normalizing Flows
Byeongkeun Ahn · Chiyoon Kim · Youngjoon Hong · Hyunwoo Kim