Physics-enhanced machine learning strategies for applied mechanics

This project will focus on addressing two fundamental challenges in physics-enhanced machine learning strategies in applied mechanics: (i) Overcoming poor generalisation performance and physically inconsistent or implausible predictions of machine learning models in applied mechanics by developing approaches integrating physics (first principles)…