Dr Yuyang Huang
Royal Commission for the Exhibition of 1851 Research Fellow
University of Oxford
Andrew Wiles Building
Radcliffe Observatory Quarter
Woodstock Road
Oxford
OX2 6GG
Hessian-augmented Supervised Learning for Hamilton-Jacobi-Bellman PDEs, GM. Gómez-Aedo, B. Azmi, Y. Huang, D. Kalise and K. Kunisch [arXiv].
Non-convex Global Optimization as an Optimal Stabilization Problem: Dynamical Properties, Y. Huang, D. Kalise, H. Kouhkouh [arXiv].
Non-convex Global Optimization as an Optimal Stabilization Problem: Convergence Rates, Y. Huang, D. Kalise, H. Kouhkouh [arXiv].
Fast and Robust Consensus-based Optimization via Optimal Feedback Control, Y. Huang, M. Herty, D. Kalise and N. Kantas, SIAM Journal on Scientific Computing, 48(1): A74-A102 [journal].
Data/Moment-Driven Approaches for Fast Predictive Control of Collective Dynamics, G. Albi, S. Bicego, M. Herty, Y. Huang, D. Kalise and C. Segala, Model Predictive Control, Vol. 31 in Dynamic Modeling and Econometrics in Economics and Finance Series, Springer: 29-54 [book]
A Multiscale Consensus-based Algorithm for Multi-level Optimization, M. Herty, Y. Huang, D. Kalise and H. Kouhkouh, Mathematical Models and Methods in Applied Sciences 35(10)(2025): 2207-2243 [journal]
- Nonconvex and Global Optimization
- Optimal Control and Control-Theoretic Optimization
- Hamilton–Jacobi–Bellman Equations and High-Dimensional PDEs
- Consensus-Based and Interacting-Particle Optimization Methods
- High-Dimensional Approximation and Scientific Computing