Liyao Lyu
Results
Journal Article
A Consensus-Based Global Optimization Method with Adaptive Momentum Estimation
Communications in Computational Physics, Vol. 31 (2022), Iss. 4 : pp. 1296–1316
Journal Article
Enforcing Exact Boundary and Initial Conditions in the Deep Mixed Residual Method
CSIAM Transactions on Applied Mathematics, Vol. 2 (2021), Iss. 4 : pp. 748–775
Journal Article
A Deep Learning Based Discontinuous Galerkin Method for Hyperbolic Equations with Discontinuous Solutions and Random Uncertainties
Journal of Computational Mathematics, Vol. 41 (2023), Iss. 6 : pp. 1281–1304
Journal Article
Quasi-Monte Carlo Sampling for Solving Partial Differential Equations by Deep Neural Networks
Numerical Mathematics: Theory, Methods and Applications, Vol. 14 (2021), Iss. 2 : pp. 377–404
Journal Article
A QMC-Deep Learning Method for Diffusivity Estimation in Random Domains
Numerical Mathematics: Theory, Methods and Applications, Vol. 13 (2020), Iss. 4 : pp. 908–927