Physics-Informed Neural Networks (PINNs) have recently emerged as powerful tools for solving partial differential equations (PDEs), with the Deep Energy Method (DEM) proving especially effective in ...

Every year, wind and other abiotic forces cause herbaceous crop stems to buckle and snap, a phenomenon known as lodging that ...

Research that eliminates the guesswork in developing advanced 3D printed materials could help accelerate the development of new forms of "self-sensing" airplanes, robots, bridges and more. A team of ...

Finite element analysis, computational fluid dynamics, and multibody dynamics are among the most common simulation techniques. Simulation techniques apply one or more discretization methods to solve ...