Xianliang Xu

Learn how PINNs integrate physics with neural networks to solve complex equations.

2025-07-10T18:31:16+00:00 ― 5 min read

Exploring improved learning rates in neural networks for scientific computing.

2025-07-03T19:13:00+00:00 ― 6 min read

Introducing PI-TFPONet: a method for solving parametric PDEs without large datasets.

2025-06-06T04:45:49+00:00 ― 5 min read

Neural operators offer new solutions for complex partial differential equations in science and engineering.

2025-03-27T10:16:30+00:00 ― 7 min read