IEEE

A Priori Knowledge-Based Physics-Informed Neural Networks for Electromagnetic Inverse Scattering

Abstract: Based on the physics-informed neural network (PINN) method, a two-step inverse scattering method is proposed to improve the efficiency and accuracy of the inversion in this work. The first ...
IEEE

Composite Learning Based Adaptive Control of Linear 2 × 2 Hyperbolic PDE Systems

Abstract: This article considers the adaptive stability control of a class of $2\times 2$ linear hyperbolic PDE systems. The PDE model is subject to constant but in-domain and boundary unknown ...
The Straits Times

China blocks Meta’s $2.5 billion acquisition of Singapore-based AI start-up Manus

BEIJING – China has decided to block Meta Platforms’ US$2 billion (S$2.5 billion) acquisition of agentic AI start-up Manus, making a surprise move to unwind a controversial deal that has drawn fire ...
Phys.org

Physics-based AI model opens new frontiers in dielectric materials exploration

Predicting material properties remains a major challenge in materials science, as it often requires complex and computationally intensive calculations. In particular, understanding how materials ...