Tech Xplore

A simple physics-inspired model sheds light on how AI learns

Artificial intelligence systems based on neural networks—such as ChatGPT, Claude, DeepSeek or Gemini—are extraordinarily ...
IEEE

DIONet3D: Dual-Input Dual-Output Deep Neural Network with 3D-Enhanced PDN Feature for IR Drop Prediction in 3D ICs

Abstract: Accurate IR drop analysis in 3D integrated circuits (3D ICs) is critical for ensuring power integrity and physical design convergence. However, conventional IR drop simulation flows suffer ...
IEEE

Physics-Informed Deep Neural Network for Low Sidelobe Time-Modulated Antenna Array Synthesis With Harmonic Suppression

Abstract: This paper introduces an innovative approach utilizing a deep neural network (DNN) to optimize the modulation scheme for time-modulated antenna array (TMAA) to verify specific side lobe and ...