The TLE-PINN method integrates EPINN and deep learning models through a transfer learning framework, combining strong physical constraints and efficient computational capabilities to accurately ...

The integration of XAI methods not only improves transparency but also fosters trust among farmers and agricultural experts.

Research: Transfer learning-enhanced physics informed neural network for accurate melt pool prediction in laser melting. Image Credit: Triff / Shutterstock Researchers at Wuhan University ...