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15 Results
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Poster
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Thu 16:30 |
PCNet: PDE-Preserved Coarse Correction Network for efficient prediction of spatiotemporal dynamics Qi Wang · Pu Ren · Hao Zhou · Xin-Yang Liu · Zhiwen Deng · Yi Zhang · Zeruizhi Cheng · Hongsheng Liu · Zidong Wang · Jian-Xun Wang · Ji-Rong Wen · Hao Sun · Yang Liu |
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Workshop
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Generative Neural Reparameterization for Differentiable PDE-Constrained Optimization Archis Joglekar |
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Poster
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Wed 16:30 |
DiffusionPDE: Generative PDE-Solving under Partial Observation Jiahe Huang · Guandao Yang · Zichen Wang · Jeong Joon Park |
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Poster
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Fri 11:00 |
How does PDE order affect the convergence of PINNs? Chang hoon Song · Yesom Park · Myungjoo Kang |
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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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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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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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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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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 |
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Workshop
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Provable in-context learning of linear systems and linear elliptic PDEs with transformers Frank Cole · Yulong Lu · Tianhao Zhang · Riley O'Neill |
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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 |