46:04
DDPS | Generative Machine Learning Approaches for Data-Driven Modeling and Reductions
Inside Livermore Lab
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DDPS | Model order reduction assisted by deep neural networks (ROM-net)
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DDPS | Modeling and controlling turbulent flows through deep learning
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DDPS | Non-intrusive reduced order models using physics informed neural networks
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DDPS | Model-constrained deep learning approaches for inference, control and UQ
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DDPS | 'Data-driven balancing transformation for predictive model order reduction'
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DDPS | Data-driven multi-scale simulations for materials-by-design of energetic materials |Udaykumar
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AJS - Youngsoo Choi - Where are we with data-driven surrogate modeling for physical simulations?
SISSA SIAM Student Chapter
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1:07:31
DDPS | libROM: Library for physics-constrained data-driven physical simulations | Youngsoo Choi
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DDPS | Scaling Up AI: Embedding Physics Modeling into End-to-end Learning and Harnessing Projection
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DDPS | Neural architecture search for surrogate modeling
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DDPS | A flexible and generalizable XAI framework for scientific deep learning
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1:05:23