Solving Partial Differential Equations using Machine Learning

  • Applying Artificial Neural networks (ANNs) to learn the data-driven solution of a system of differential equations that is known to respect a given physical law.
  • Researching on unsupervised methods of learning solutions to eigen-value differential equations.