Kolmogorov-Arnold networks bridge AI and scientific discovery by increasing interpretability

AI has successfully been applied in many areas of science, advancing technologies like weather prediction and protein folding ...
IEEE

Knowledge-Based Extrapolation of Neural Network Model for Transistor Modeling

Abstract: Artificial neural network (ANN) is a useful technique for active device modeling. However, it shows limitations in the extrapolation region. To address this issue, we propose a novel ...
GitHub

A Neural Symbolic Model for Space Physics

This repository contains code for the paper A Neural Symbolic Model for Space Physics. If you encounter any problems with this program, please contact Jie Ying [email protected]. A ...
IEEE

An Approach for Standardized Medical Terminology Machine Translation Using Pre-Trained Large Language Models

Abstract: The paper presents an approach for machine translation of standardized medical terminology using a large pretrained language model. Manual translation of these terms currently requires a lot ...