3 papers
math.NA2026
Solving Hamilton-Jacobi equations by residual minimization of monotone finite-difference discretizations
Olivier Bokanowski, Carlos Esteve-Yagüe, Richard Tsai
We introduce a method for solving Hamilton--Jacobi equations, both inviscid and viscous, by minimizing the squared residuals of monotone finite-difference discretizations on grids…
cs.LG2024
FedMAP: Personalised Federated Learning for Real Large-Scale Healthcare Systems
Fan Zhang, Daniel Kreuter, Carlos Esteve-Yagüe +11
Federated learning (FL) promises to enable collaborative machine learning across healthcare sites whilst preserving data privacy. Practical deployment remains limited by statistica…
math.AP2022
Reachable set for Hamilton-Jacobi equations with non-smooth Hamiltonian and scalar conservation laws
Carlos Esteve-Yagüe, Enrique Zuazua
We give a full characterization of the range of the operator which associates, to any initial condition, the viscosity solution at time of a Hamilton-Jacobi equation with conve…