id author title date pages extension mime words sentence flesch summary cache txt g445cc11w0m Luning Sun Scientific Machine Learning for Modeling and Discovery of Physical Systems with Quantified Uncertainty 2023 .txt text/plain 334 15 41 Deep learning models have nowadays gained increasing attention in the scientific computing field due to their inherent nature to capture nonlinear and high-dimensional features. The main motivation of my research is to leverage physics laws and data to develop predictive deep learning model for physics systems. cache/g445cc11w0m.txt txt/g445cc11w0m.txt