Abstract: Monitoring the temperature distribution within the battery pack is crucial for battery pack management systems. The distribution is typically tracked using physics-based battery and thermal ...

Abstract: This article proposes a new framework using physics-informed neural networks (PINNs) to simulate complex structural systems that consist of single and double beams based on Euler–Bernoulli ...

This repository includes the training and evaluation code for the above paper. python train_script.py --name data_physics --data True --physics True --pretrained_checkpoint DATA_CHECKPOINT ...