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145 Results
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Workshop
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BoostMD: Accelerated Molecular Sampling Leveraging ML Force Field Features Lars L Schaaf · Ilyes Batatia · Jules Tilly · Tom Barrett |
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Workshop
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Wave Interpolation Neural Operator: Interpolated Prediction of Electric Fields Across Untrained Wavelengths Joonyuk Seo · Chanik Kang · Dongjin Seo · Haejun Chung |
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Poster
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Thu 16:30 |
Interventionally Consistent Surrogates for Complex Simulation Models Joel Dyer · Nicholas Bishop · Yorgos Felekis · Fabio Massimo Zennaro · Anisoara Calinescu · Theodoros Damoulas · Michael Wooldridge |
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Workshop
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Cost Estimation in Unit Commitment Problems Using Simulation-Based Inference Matthias Pirlet · Adrien Bolland · Gilles Louppe · Damien Ernst |
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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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Fri 11:00 |
Learning via Surrogate PAC-Bayes Antoine Picard · Roman Moscoviz · Benjamin Guedj |
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Workshop
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VehicleSDF: A 3D generative model for constrained engineering design via surrogate modeling Hayata Morita · Kohei Shintani · Chenyang Yuan · Frank Permenter |
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Workshop
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Using Parametric PINNs for Predicting Internal and External Turbulent Flows Shinjan Ghosh · Amit Chakraborty · Georgia Olympia Brikis · Biswadip Dey |
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Workshop
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Robust Feature Learning for Multi-Index Models in High Dimensions Alireza Mousavi-Hosseini · Adel Javanmard · Murat Erdogdu |
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Workshop
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First High-Resolution Galaxy Simulations Accelerated by a 3D Surrogate Model for Supernovae Keiya Hirashima · Kana Moriwaki · Michiko Fujii · Yutaka Hirai · Takayuki Saitoh · Junichiro Makino · Ulrich Steinwandel · Shirley Ho |
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Workshop
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Surrogate-based Physical Error Correction for Spectroscopy Quantification ruiyuan kang · Panagiotis Liatsis · Meixia Geng · Qingjie Yang |
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Workshop
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SysCaps: Language Interfaces for Simulation Surrogates of Complex Systems Patrick Emami · Zhaonan Li · Saumya Sinha · Truc Nguyen |