Simple Science

Cutting edge science explained simply

Cutting edge science explained simply

Paris Perdikaris

Machine Learning Continuous Vision Transformer: Bridging Operator Learning and Neural Fields

CViT merges operator learning with conditioned neural fields for improved scientific modeling.

2025-07-29T18:43:40+00:00 ― 7 min read

Machine Learning Advancements in Physics-Informed Neural Networks

PINNs merge physics with data to solve complex scientific problems efficiently.

2025-06-20T09:01:42+00:00 ― 5 min read