Predicting continuum breakdown with deep neural networks
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Published in Journal of computational physics (15.09.2023)
Published in Journal of computational physics (15.09.2023)
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GeoLoRA: Geometric integration for parameter efficient fine-tuning
Schotthöfer, Steffen, Zangrando, Emanuele, Ceruti, Gianluca, Tudisco, Francesco, Kusch, Jonas
Year of Publication 24.10.2024
Year of Publication 24.10.2024
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Geometry-aware training of factorized layers in tensor Tucker format
Zangrando, Emanuele, Schotthöfer, Steffen, Ceruti, Gianluca, Kusch, Jonas, Tudisco, Francesco
Year of Publication 30.05.2023
Year of Publication 30.05.2023
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Structure-Preserving Operator Learning: Modeling the Collision Operator of Kinetic Equations
Lee, Jae Yong, Schotthöfer, Steffen, Xiao, Tianbai, Krumscheid, Sebastian, Frank, Martin
Year of Publication 26.02.2024
Year of Publication 26.02.2024
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Low-rank lottery tickets: finding efficient low-rank neural networks via matrix differential equations
Schotthöfer, Steffen, Zangrando, Emanuele, Kusch, Jonas, Ceruti, Gianluca, Tudisco, Francesco
Year of Publication 26.05.2022
Year of Publication 26.05.2022
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KiT-RT: An extendable framework for radiative transfer and therapy
Kusch, Jonas, Schotthöfer, Steffen, Stammer, Pia, Wolters, Jannick, Xiao, Tianbai
Year of Publication 12.05.2022
Year of Publication 12.05.2022
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