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11 Results
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Workshop
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Modelling variation in the forward EMG model. Dimitrios Chalatsis · Alexander Clarke · Dario Farina |
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Workshop
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A neural surrogate solver for radiation transfer Aleksei Sorokin · Xiaoyi Lu · Yi Wang |
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Poster
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A generalized neural tangent kernel for surrogate gradient learning Luke Eilers · Raoul-Martin Memmesheimer · Sven Goedeke |
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Workshop
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A neural surrogate solver for radiation transfer Aleksei Sorokin · Xiaoyi Lu · Yi Wang |
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Workshop
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Wave Interpolation Neural Operator: Interpolated Prediction of Electric Fields Across Untrained Wavelengths Joonyuk Seo · Chanik Kang · Dongjin Seo · Haejun Chung |
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Workshop
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Cost Estimation in Unit Commitment Problems Using Simulation-Based Inference Matthias Pirlet · Adrien Bolland · Gilles Louppe · Damien Ernst |
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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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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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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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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 |