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17 Results
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Workshop
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Active Learning for Neural PDE Solvers Daniel Musekamp · Marimuthu Kalimuthu · David Holzmüller · Makoto Takamoto · Mathias Niepert |
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Poster
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Fri 11:00 |
Boosting Generalization in Parametric PDE Neural Solvers through Adaptive Conditioning Armand Kassaï Koupaï · Jorge Mifsut Benet · Yuan Yin · Jean-Noël Vittaut · Patrick Gallinari |
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Poster
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Fri 16:30 |
RandNet-Parareal: a time-parallel PDE solver using Random Neural Networks Guglielmo Gattiglio · Lyudmila Grigoryeva · Massimiliano Tamborrino |
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Workshop
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A neural surrogate solver for radiation transfer Aleksei Sorokin · Xiaoyi Lu · Yi Wang |
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Poster
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Fri 16:30 |
Latent Neural Operator for Solving Forward and Inverse PDE Problems Tian Wang · Chuang Wang |
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Workshop
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Modelling variation in the forward EMG model. Dimitrios Chalatsis · Alexander Clarke · Dario Farina |
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Poster
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Thu 16:30 |
Faster Local Solvers for Graph Diffusion Equations Jiahe Bai · Baojian Zhou · Deqing Yang · Yanghua Xiao |
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Poster
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Thu 11:00 |
AROMA: Preserving Spatial Structure for Latent PDE Modeling with Local Neural Fields Louis Serrano · Thomas X Wang · Etienne Le Naour · Jean-Noël Vittaut · Patrick Gallinari |
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Poster
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Thu 11:00 |
Space-Time Continuous PDE Forecasting using Equivariant Neural Fields David Knigge · David Wessels · Riccardo Valperga · Samuele Papa · Jan-jakob Sonke · Erik Bekkers · Efstratios Gavves |
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Workshop
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Generative Neural Reparameterization for Differentiable PDE-Constrained Optimization Archis Joglekar |
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Workshop
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When Differentiable Programming Meets Spectral PDE Solver Qijia Jiang |
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Workshop
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VSMNO: Solving PDE by Utilizing Spectral Patterns of Different Neural Operators Fengrui Jing · Hongzhen Ding · Taosong |