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18 Results
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Workshop
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Surrogate Modeling for Computationally Expensive Simulations of Supernovae in High-Resolution Galaxy Simulations Keiya Hirashima · Kana Moriwaki · Michiko Fujii · Yutaka Hirai · Takayuki Saitoh · Junichiro Makino · Shirley Ho |
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Workshop
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Surrogate modeling based History Matching for an Earth system model of intermediate complexity Maya Janvier · Redouane Lguensat · Julie Deshayes · Aurélien Quiquet · Didier Roche · V. Balaji |
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Workshop
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Efficient Bayesian Computational Imaging with a Surrogate Score-Based Prior Berthy Feng · Katherine Bouman |
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Workshop
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NeuralHMC: Accelerated Hamiltonian Monte Carlo with a Neural Network Surrogate Likelihood Linnea Wolniewicz · Peter Sadowski · Claudio Corti |
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Workshop
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Surrogate Model Training Data for FIDVR-related Voltage Control in Large-scale Power Grids Tianzhixi Yin · Renke Huang · Ramij Raja Hossain · Qiuhua Huang · Jie Tan · Wenhao Yu |
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Workshop
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Switching policies for solving inverse problems Tim Bakker · Fabio Valerio Massoli · Thomas Hehn · Tribhuvanesh Orekondy · Arash Behboodi |
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Workshop
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Seismic hazard analysis with a Factorized Fourier Neural Operator (F-FNO) surrogate model enhanced by transfer learning Fanny Lehmann · Filippo Gatti · Michaël Bertin · Didier Clouteau |
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Workshop
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Multiple Physics Pretraining for Physical Surrogate Models John McCabe · Bruno Régaldo-Saint Blancard · Liam Parker · Ruben Ohana · Miles Cranmer · Alberto Bietti · Michael Eickenberg · Siavash Golkar · Geraud Krawezik · Francois Lanusse · Mariel Pettee · Tiberiu Tesileanu · Kyunghyun Cho · Shirley Ho |
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Workshop
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Surrogate Neural Networks to Estimate Parametric Sensitivity of Ocean Models Yixuan Sun · Elizabeth Cucuzzella · Steven Brus · Sri Hari Krishna Narayanan · Balu Nadiga · Luke Van Roekel · Jan Hückelheim · Sandeep Madireddy |
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Workshop
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Enhancing Data Center Sustainability with a 3D CNN-Based CFD Surrogate Model Soumyendu Sarkar · Avisek Naug · Zachariah Carmichael · Vineet Gundecha · Ashwin Ramesh Babu · Antonio Guillen-Perez · Ricardo Luna Gutierrez |
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Workshop
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Surrogate Minimization: An Optimization Algorithm for Training Large Neural Networks with Model Parallelism Reza Asad · Reza Babanezhad Harikandeh · Issam Hadj Laradji · Nicolas Le Roux · Sharan Vaswani |
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Poster
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Thu 8:45 |
Landscape Surrogate: Learning Decision Losses for Mathematical Optimization Under Partial Information Arman Zharmagambetov · Brandon Amos · Aaron Ferber · Aaron Ferber · Taoan Huang · Bistra Dilkina · Yuandong Tian |