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19 Results
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Poster
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Wed 16:30 |
Regularized Adaptive Momentum Dual Averaging with an Efficient Inexact Subproblem Solver for Training Structured Neural Network Zih-Syuan Huang · Ching-pei Lee |
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Workshop
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GLEAM-AI: Neural Surrogate for Accelerated Epidemic Analytics and Forecasting Mohammadmehdi Zahedi · Dongxia Wu · Jessica Davis · Yian Ma · Alessandro Vespignani · Rose Yu · Matteo Chinazzi |
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Poster
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Fri 16:30 |
RandNet-Parareal: a time-parallel PDE solver using Random Neural Networks Guglielmo Gattiglio · Lyudmila Grigoryeva · Massimiliano Tamborrino |
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Workshop
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Convolutional Hierarchical Deep Learning Neural Networks-Tensor Decomposition (C-HiDeNN-TD): a scalable surrogate modeling approach for large-scale physical systems Jiachen Guo · Chanwook Park · Xiaoyu Xie · Zhongsheng Sang · Gregory J. Wagner · Kam Liu |
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Workshop
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GLEAM-AI: Neural Surrogate for Accelerated Epidemic Analytics and Forecasting Mohammadmehdi Zahedi · Dongxia Wu · Jessica Davis · Yian Ma · Alessandro Vespignani · Rose Yu · Matteo Chinazzi |
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Workshop
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Neural Operators as Fast Surrogate Models for the Transmission Loss of Parameterized Sonic Crystals Jakob Wagner · Samuel Burbulla · Miguel de Benito Delgado · Johannes Schmid |
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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 |