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Workshop
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Learning Surrogates for Diverse Emission Models Edgar Ramirez Sanchez · Catherine Tang · Vindula Jayawardana · Cathy Wu |
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Workshop
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Posterior Consistency for Gaussian Process Surrogate Models with Generalized Observations Rujian Chen · John Fisher III |
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Workshop
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Surrogate Modeling for Methane Dispersion Simulations Using Fourier Neural Operator Qie Zhang · Mirco Milletari · Yagna D Oruganti · Philipp Witte |
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Workshop
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Deep Surrogate Docking: Accelerating Automated Drug Discovery with Graph Neural Networks Ryien Hosseini · Filippo Simini · Austin Clyde · Arvind Ramanathan |
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Poster
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Tue 9:00 |
Deep Surrogate Assisted Generation of Environments Varun Bhatt · Bryon Tjanaka · Matthew Fontaine · Stefanos Nikolaidis |
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Workshop
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Fourier Neural Operator for Plasma Modelling Vignesh Gopakumar · Stanislas Pamela · Lorenzo Zanisi · Zongyi Li · Anima Anandkumar |
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Workshop
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Uncertainty quantification methods for ML-based surrogate models of scientific applications Kishore Basu · Yujia Hao · Delphine Hintz · Dev Shah · Aaron Palmer · Gurpreet Singh Hora · Darian Nwankwo · Laurent White |
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Poster
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Tue 9:00 |
Active Surrogate Estimators: An Active Learning Approach to Label-Efficient Model Evaluation Jannik Kossen · Sebastian Farquhar · Yarin Gal · Thomas Rainforth |
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Workshop
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Incorporating Higher Order Constraints for Training Surrogate Models to Solve Inverse Problems Jihui Jin · Nick Durofchalk · Richard Touret · Karim Sabra · Justin Romberg |
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Poster
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Tue 14:00 |
Infinite-Fidelity Coregionalization for Physical Simulation Shibo Li · Zheng Wang · Robert Kirby · Shandian Zhe |
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Poster
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Tue 9:00 |
Triangulation candidates for Bayesian optimization Robert Gramacy · Annie Sauer · Nathan Wycoff |
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Workshop
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A hybrid Reduced Basis and Machine-Learning algorithm for building Surrogate Models: a first application to electromagnetism Alejandro Ribes · Ruben Persicot · Lucas Meyer · Jean-Pierre Ducreux |