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Data-driven Surrogate and Model discovery for Multi-physics simulation
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0:24:55
Data-driven Surrogate and Model discovery for Multi-physics simulation
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Artificial Intelligence Colloquium: Data-Driven Discovery of Models
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AJS - Youngsoo Choi - Where are we with data-driven surrogate modeling for physical simulations?
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J. Nathan Kutz (University of Washington): Data-driven model discovery and physics-informed learning
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Attila Cangi | Data-driven Surrogate Modeling of Matter under Extreme Conditions
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Surrogate Modeling: Enhancing Analysis and Optimization through Efficient Approximations
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Data based modelling: surrogate modelling and time-series data modelling
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Jonas Kneifl - Data-driven Surrogate Modeling of Structural Dynamical Systems - 05/07/23
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Interpretable and Structure-Preserving Data-Driven Methods for Physical Simulations - Youngsoo Choi
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Deep learning driven model discovery in physics | AI & Physics | Remy Kusters
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What is Surrogate Modeling? | Evolutionary Computing | Cognizant
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Data-Driven Discovery of Variational Principles
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Structure preserving model discovery with scientific machine learning
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HLCS | Interpretable and Explainable Data-Driven Methods for Physical Simulations
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Data-Driven Averaging of Dynamical Systems | Video Abstracts
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Surrogate modeling and Bayesian optimization (Part 2)
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DDPS | Twinning and Model Discovery for Engineered Systems
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DDPS | Neural architecture search for surrogate modeling
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Data-Driven, High-Dimensional Design for Trustworthy Drug Discovery
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Accelerating Scientific Machine Learning with Automatic Differentiable Surrogates - Ludovico Bessi
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Surrogate models of heat exchangers
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Surrogate modelling - Choosing the right tool for the job
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Faster Surrogate Model Simulation - Accelerating Inverse PDE Problems
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