Physics and Python stuff. Most of the videos here are either adapted from class lectures or solving physics problems. I really like to use numerical calculations without all the fancy programming ...

Abstract: The simulation of seismic wave propagation through the solution of wave equations is considered one of the fundamental topics in applied geophysics. Physics-informed neural networks (PINNs) ...

This review aims to provide a comprehensive evaluation of the dynamics of the double pendulum, with a particular emphasis on its chaotic behavior. It examines the complicated and unpredictable ...

THE teaching of differential equations in English universities usually follows an unsatisfactory middle path. General theory is omitted as too difficult, while numerical methods are considered ...

Abstract: By leveraging neural networks, the emerging field of scientific machine learning (SciML) offers novel approaches to address complex problems governed by partial differential equations (PDEs) ...

This is the official implementation of "DMPlug: A Plug-in Method for Solving Inverse Problems with Diffusion Models". This paper has been accpeted by NeurIPS 2024 ...

You can create a release to package software, along with release notes and links to binary files, for other people to use. Learn more about releases in our docs.