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27 Results
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Workshop
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Survey: Adaptive Physics-informed Neural Networks Edgar Torres Rios · Mathias Niepert |
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Poster
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Fri 11:00 |
An Efficient High-dimensional Gradient Estimator for Stochastic Differential Equations Shengbo Wang · Jose Blanchet · Peter W Glynn |
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Workshop
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SepONet: Efficient Large-Scale Physics-Informed Operator Learning Xinling Yu · Sean Hooten · Ziyue Liu · Yequan Zhao · Marco Fiorentino · Thomas Van Vaerenbergh · Zheng Zhang |
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Workshop
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The Well: a Large-Scale Collection of Diverse Physics Simulations for Machine Learning Ruben Ohana · Michael McCabe · Lucas Meyer · Rudy Morel · Fruzsina Agocs · Miguel Beneitez · Marsha Berger · Blakesly Burkhart · Stuart Dalziel · Drummond Fielding · Daniel Fortunato · Jared Goldberg · Keiya Hirashima · Yan-Fei Jiang · Rich Kerswell · Suryanarayana Maddu · Jonah Miller · Payel Mukhopadhyay · Stefan Nixon · Jeff Shen · Romain Watteaux · Bruno Régaldo-Saint Blancard · Liam Parker · Miles Cranmer · Shirley Ho |
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Workshop
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Neural Infalling Clouds: Increasing the Efficacy of Subgrid Models and Scientific Equation Discovery using Neural ODEs and Symbolic Regression Brent Tan |
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Workshop
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A COMPARATIVE STUDY OF NEURAL ODE AND UNIVERSAL ODE MODELS IN SOLVING CHANDRASEKHAR’S WHITE DWARF EQUATION. Raymundo Vazquez Martinez · Raj Dandekar · Rajat Dandekar · Sreedath Panat |
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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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Fri 16:30 |
Neural Pfaffians: Solving Many Many-Electron Schrödinger Equations Nicholas Gao · Stephan Günnemann |
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Poster
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Wed 11:00 |
The Map Equation Goes Neural: Mapping Network Flows with Graph Neural Networks Christopher Blöcker · Chester Tan · Ingo Scholtes |
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Oral
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Fri 15:30 |
Neural Pfaffians: Solving Many Many-Electron Schrödinger Equations Nicholas Gao · Stephan Günnemann |
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Workshop
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Optimizing the IFMIF-DONES Particle Accelerator with Differentiable Deep Learning Surrogate Models Galo Gallardo · Guillermo Rodriguez Llorente · Lucas Magariños · Rodrigo Morant Navascués · Nikita Kkhvatkin Petrovsky · Roberto Gómez-Espinosa Martín |
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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 |