The Edge of Mathematics

Tao: Today there are a lot of very tedious types of mathematics that we don’t like doing, so we look for clever ways to get ...
GitHub

Variational free energy method source code for hydrogen Hugoniot

Pretrain and train models for warm dense hydrogen or deuterium Compute equation of state for hydrogen in warm dense matter region Visualize results and compute Hugoniot curves If you use this code in ...
IEEE

Study on Efficiency Map Prediction of Synchronous Motors Using Tandem Variational Autoencoder-Based Surrogate Model

Abstract: To reduce the computational cost of finite-element analysis for rapid optimal motor design, surrogate modeling techniques have been widely studied. While conventional surrogate models mainly ...
IEEE

An Improved Variational Autoencoder and Graph Attention Network Method for Wear Prediction of Aerospace Self-Lubricating Bearing Using Acoustic Emission Signal

Abstract: Aerospace self-lubricating bearings are critical components in aircraft transmission systems, where wearinduced degradation under high-load and dynamic conditions poses significant ...