C&EN

Development of Coarse-Grained Lipid Force Fields Based on a Graph Neural Network

Department of Materials Science and Engineering, City University of Hong Kong, Kowloon 999077, Hong Kong China Department of Physics, City University of Hong Kong, Kowloon 999077, Hong Kong China ...
IEEE

Artificial Neural Network Classifier for Dynamic Load Alteration Analysis in Active Distribution Network

Abstract: The presented research paper proposes Dynamic Load Alteration (DLA) analysis in Active Distribution Network (ADN) using Artificial Neural Network (ANN) classifier. The proposed problem as ...
IEEE

Transparent Carrier Phase Recovery Based on an Artificial Neural Network

Abstract: Carrier phase recovery (CPR) is crucial in coherent optical communication, ensuring reliable data transmission. This letter proposes a novel artificial neural network (ANN)- based CPR ...
GitHub

MKDPINN: Meta Learning and Knowledge Discovery-Based Physics-Informed Neural Networks

MKDPINN is a novel approach for Remaining Useful Life (RUL) prediction, combining meta-learning, knowledge discovery, and Physics-Informed Neural Networks (PINNs). This repository contains the code ...
GitHub

MiguelAguilera/explosive-neural-networks

Generalize Hopfield-like neural networks using a deformed maximum entropy principle. Exhibit explosive transitions, multi-stability, and memory capacity enhancements. Are analytically tractable via ...