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14 Results
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Poster
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Thu 14:00 |
Turbocharging Solution Concepts: Solving NEs, CEs and CCEs with Neural Equilibrium Solvers Luke Marris · Ian Gemp · Thomas Anthony · Andrea Tacchetti · Siqi Liu · Karl Tuyls |
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Workshop
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Graph Neural Networks for Selection of Preconditioners and Krylov Solvers Ziyuan Tang · Hong Zhang · Jie Chen |
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Workshop
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Experimental study of Neural ODE training with adaptive solver for dynamical systems modeling Alexandre Allauzen · Thiago Petrilli Maffei Dardis · Hannah De Oliveira Plath |
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Poster
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Thu 9:00 |
A Solver-free Framework for Scalable Learning in Neural ILP Architectures Yatin Nandwani · Rishabh Ranjan · - Mausam · Parag Singla |
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Poster
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Kantorovich Strikes Back! Wasserstein GANs are not Optimal Transport? Alexander Korotin · Alexander Kolesov · Evgeny Burnaev |
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Poster
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Thu 14:00 |
DIMES: A Differentiable Meta Solver for Combinatorial Optimization Problems Ruizhong Qiu · Zhiqing Sun · Yiming Yang |
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Poster
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Thu 9:00 |
Learning Interface Conditions in Domain Decomposition Solvers Ali Taghibakhshi · Nicolas Nytko · Tareq Uz Zaman · Scott MacLachlan · Luke Olson · Matthew West |
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Poster
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Thu 9:00 |
MAgNet: Mesh Agnostic Neural PDE Solver Oussama Boussif · Yoshua Bengio · Loubna Benabbou · Dan Assouline |
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Workshop
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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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Physics-Informed Neural Networks as Solvers for the Time-Dependent Schrödinger Equation Karan Shah · Patrick Stiller · Nico Hoffmann · Attila Cangi |
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Poster
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M2N: Mesh Movement Networks for PDE Solvers Wenbin Song · Mingrui Zhang · Joseph G Wallwork · Junpeng Gao · Zheng Tian · Fanglei Sun · Matthew Piggott · Junqing Chen · Zuoqiang Shi · Xiang Chen · Jun Wang |
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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 |