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7 Results
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Workshop
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Scalable nonlinear manifold reduced order model for dynamical systems Ivan Zanardi · Alejandro N. Diaz · Seung Whan Chung · Marco Panesi · Youngsoo Choi |
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Physics-informed reduced order model with conditional neural fields Minji Kim · Tianshu Wen · Kookjin Lee · Youngsoo Choi |
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Workshop
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Data-Driven, Parameterized Reduced-order Models for Predicting Distortion in Metal 3D Printing Indu Kant Deo · Youngsoo Choi · Saad Khairallah · Alexandre Reikher · Maria Strantza |
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Survey: Adaptive Physics-informed Neural Networks Edgar Torres Rios · Mathias Niepert |
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Workshop
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SciRIFF: A Resource to Enhance Language Model Instruction-Following over Scientific Literature David Wadden · Kejian Shi · Jacob Morrison · Aakanksha Naik · Shruti Singh · Nitzan Barzilay · Kyle Lo · Tom Hope · Luca Soldaini · Zejiang Shen · Doug Downey · Hannaneh Hajishirzi · Arman Cohan |
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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 |