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Workshop
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Learning Reionization History from Quasars with Simulation-Based Inference
Huanqing Chen · Joshua Speagle · Keir Rogers
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Workshop
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Sensitivity Analysis of Simulation-Based Inference for Galaxy Clustering
Shivam Pandey · Chirag Modi · Benjamin Wandelt · Matthew Ho · ChangHoon Hahn · Bruno Régaldo-Saint Blancard
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Workshop
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Classification under Prior Probability Shift in Simulator-Based Inference: Application to Atmospheric Cosmic-Ray Showers
Alexander Shen · Ann Lee · Luca Masserano · tommaso dorigo · Michele Doro · Rafael Izbicki
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Workshop
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Simulating the Air Quality Impact of Prescribed Fires Using a Graph Neural Network-Based PM2.5 Emissions Forecasting System
Kyleen Liao · Jatan Buch · Kara Lamb · Pierre Gentine
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Workshop
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Sequential data-consistent model inversion
Timothy Rumbell · Wanjiru Catherine · Isaiah Onando Mulang' · Stephen Obonyo · James Kozloski · Viatcheslav Gurev
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Workshop
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Fri 15:00
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Learning Interatomic Potentials at Multiple Scales
Xiang Fu · Albert Musaelian · Anders Johansson · Tommi Jaakkola · Boris Kozinsky
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Workshop
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Redefining Super-Resolution:Fine-mesh PDE predictions without classical simulations
Rajat Sarkar · Ritam Majumdar · Vishal Jadhav · Sagar Srinivas Sakhinana · Venkataramana Runkana
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Workshop
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Physics-guided Training of Neural Electromagnetic Wave Simulators with Time-reversal Consistency
Charles Dove · Jatearoon Boondicharern · Laura Waller
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Workshop
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AnisoGNN: physics-informed graph neural networks that generalize to anisotropic properties of polycrystals
Guangyu Hu · Marat Latypov
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Workshop
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Active learning for excited states dynamics simulations to discover molecular degradation pathways
Chen Zhou · Prashant Kumar · Daniel Escudero · Pascal Friederich
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Workshop
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Improved Black-box Variational Inference for High-dimensional Bayesian Inversion involving Black-box Simulators
Dhruv Patel · Jonghyun Lee · Matthew Farthing · Tyler Hesser · Peter Kitanidis · Eric Darve
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Workshop
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DeepSurveySim: Simulation Software and Benchmark Challenges for Astronomical Observation Scheduling
M Voetberg · Brian Nord
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