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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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Assessing Behavioral Alignment of Personality-Driven Generative Agents in Social Dilemma Games
Ritwik Bose · Mattson Ogg · Michael Wolmetz · Christopher Ratto
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Workshop
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A Novel Approach to Assessing the Efficacy of Policy-driven Urban Energy Demand Reduction via Proximal Infrared Remote Sensing
Kyungmin Lee · Gregory Dobler
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Workshop
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Sun 8:30
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Invited talk: data-driven vs inductive bias-driven methods in machine learning and the physical sciences
Lukas Heinrich
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Workshop
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Toward Model-Agnostic Detection of New Physics Using Data-Driven Signal Regions
Soheun Yi · John Alison · Mikael Kuusela
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Workshop
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Sun 9:00
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Panel: data-driven vs inductive bias-driven methods in machine learning and the physical sciences
Animashree Anandkumar · Naoya Takeishi · Johannes Brandstetter
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Workshop
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Decision-Driven Calibration for Cost-Sensitive Uncertainty Quantification
Gregory Canal · Vladimir Leung · John Guerrerio · Philip Sage · I-Jeng Wang
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Workshop
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Scalable physics-guided data-driven component model reduction for steady Navier-Stokes flow
Seung Whan Chung · Youngsoo Choi · Pratanu Roy · Thomas Roy · Tiras Y. Lin · Du Nguyen · Christopher Hahn · Eric Duoss · Sarah Baker
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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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