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Poster
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Tue 14:00 |
Physics-Embedded Neural Networks: Graph Neural PDE Solvers with Mixed Boundary Conditions Masanobu Horie · NAOTO MITSUME |
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Workshop
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Physically-Constrained Adversarial Attacks on Brain-Machine Interfaces Xiaying Wang · Rodolfo Octavio Siller Quintanilla · Michael Hersche · Luca Benini · Gagandeep Singh |
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Poster
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Wed 9:00 |
PhysGNN: A Physics--Driven Graph Neural Network Based Model for Predicting Soft Tissue Deformation in Image--Guided Neurosurgery Yasmin Salehi · Dennis Giannacopoulos |
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Poster
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Thu 14:00 |
Generic bounds on the approximation error for physics-informed (and) operator learning Tim De Ryck · Siddhartha Mishra |
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Poster
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Thu 14:00 |
Is $L^2$ Physics Informed Loss Always Suitable for Training Physics Informed Neural Network? Chuwei Wang · Shanda Li · Di He · Liwei Wang |
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Poster
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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 |
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Poster
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Wed 14:00 |
Meta-Auto-Decoder for Solving Parametric Partial Differential Equations Xiang Huang · Zhanhong Ye · Hongsheng Liu · Shi Ji · Zidong Wang · Kang Yang · Yang Li · Min Wang · Haotian CHU · Fan Yu · Bei Hua · Lei Chen · Bin Dong |
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Poster
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Tue 9:00 |
Accelerated Training of Physics-Informed Neural Networks (PINNs) using Meshless Discretizations Ramansh Sharma · Varun Shankar |
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Poster
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Thu 9:00 |
Physics-Informed Implicit Representations of Equilibrium Network Flows Kevin D. Smith · Francesco Seccamonte · Ananthram Swami · Francesco Bullo |
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Poster
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Wed 14:00 |
Physically-Based Face Rendering for NIR-VIS Face Recognition Yunqi Miao · Alexandros Lattas · Jiankang Deng · Jungong Han · Stefanos Zafeiriou |
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Poster
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Tue 14:00 |
Unravelling the Performance of Physics-informed Graph Neural Networks for Dynamical Systems Abishek Thangamuthu · Gunjan Kumar · Suresh Bishnoi · Ravinder Bhattoo · N M Anoop Krishnan · Sayan Ranu |
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Workshop
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Aboveground carbon biomass estimate with Physics-informed deep network Juan Nathaniel · · Campbell Watson · Gabrielle Nyirjesy · Conrad Albrecht |