
MS078A Learning Differential Equations for Science and Engineering Applications via Scientific Machine Learning I
MS Corresponding Organizer:
Dr.
Benjamin Sanderse
(
CWI Amsterdam
, Netherlands
)
Chaired by:
Dr. Benjamin Sanderse (CWI Amsterdam , Netherlands) , Dr. Giovanni Stabile (Sant'Anna School of Advanced Studies , Italy)
Dr. Benjamin Sanderse (CWI Amsterdam , Netherlands) , Dr. Giovanni Stabile (Sant'Anna School of Advanced Studies , Italy)
Scheduled presentations:
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Keynote
Physics-Informed Machine Learning for Characterizing Multistable Stochastic Dynamics
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Guaranteed Stability in Inference of Nonlinear Dynamical Systems Using Quadratic Lyapunov Functions
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Adjoint-Optimized Deep Learning Sub-Grid Scale Models for Airfoil Flows
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Digital Twin for Close-proximity On-orbit Spacecraft Operations
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Simultaneous Denoising and Recovery of Dynamical System Equations from Noisy Measurements