Quantum Computing, Machine Learning, Differential Equations, Quantum.
cannot be incorporated into FEM solvers or workflows in a straightforward fashion. This forces us to choose between first principles- and data-driven approaches. But a new approach is emerging. A new paradigm, known as physics-informed machine learning (PIML), aims at integrating data and first