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Model Discovery

discovering PDEs from spatiotemporal data

Papers

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Showing 71–80 of 87 papers

TitleStatusHype
Coordinated Ramp Metering Control based on Scalable Nonlinear Traffic Dynamics Model Discovery in a Large Network—0
Data-driven model discovery with Kolmogorov-Arnold networks—0
Discovering dynamical laws for speech gestures—0
Discovering Governing Equations from Partial Measurements with Deep Delay Autoencoders—0
Discovering intrinsic multi-compartment pharmacometric models using Physics Informed Neural Networks—0
Discovery of Governing Equations with Recursive Deep Neural Networks—0
End-to-end Phase Field Model Discovery Combining Experimentation, Crowdsourcing, Simulation and Learning—0
Error-in-variables modelling for operator learning—0
Exploiting Leaderboards for Large-Scale Distribution of Malicious Models—0
Exploring hyperelastic material model discovery for human brain cortex: multivariate analysis vs. artificial neural network approaches—0
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