• Machine learning based extension of explainable model order ...🔍
• The Burgers equation driven by a stochastic measure🔍
• Data|driven modeling of stochastic systems using physics|aware ...🔍

Machine learning based extension of explainable model order ...

the classical linear POD – GP based method to a data-driven method, solving the chal- ... using CAE – LSTM model for 1D viscous burgers' equation.

The Burgers equation driven by a stochastic measure

Publisher: VTeX - Solutions for Science Publishing, Journal: Modern Stochastics - Theory and Applications, Title: The Burgers equation driven by a ...

Data-driven modeling of stochastic systems using physics-aware ...

Talk given at the University of Washington on 6/6/19 for the Physics Informed Machine Learning Workshop.