Partial differential equations

Differentiable Programming for Differential Equations: A Review
Accepted at SIAM Review.
Forward and inverse modelling of eco-evolutionary dynamics in ecological and economic systems
Forward and inverse modelling of eco-evolutionary dynamics in ecological and economic systems
Deep learning approximations for non-local nonlinear PDEs with Neumann boundary conditions
Deep learning approximations for non-local nonlinear PDEs with Neumann boundary conditions