Minh-Binh Tran

According to our database, Minh-Binh Tran authored at least 20 papers between 2013 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2026

Computational Control of Nonlinear Partial Differential Equations Using Machine Learning.

Maximilian Kurbanov, Minh-Nhat Phung, Minh-Binh Tran

CoRR, April, 2026

A globally convergent Carleman-Picard method for an inverse initial-value problem for a nonlinear diffusive coagulation-fragmentation equation coagulation-fragmentation equation.

Thuy T. Le, Minh-Binh Tran, Loc H. Nguyen

CoRR, March, 2026

Operator Splitting, Policy Iteration, and Machine Learning for Stochastic Optimal Control.

Alain Bensoussan, Thien P. B. Nguyen, Minh-Binh Tran, Son N. T. Tu

CoRR, March, 2026

Analysis of a numerical scheme for 3-wave kinetic equations.

Minh-Binh Tran, Bangjie Wang

CoRR, February, 2026

A Time-Dependent Phase Space Filter for Anisotropic Wave Equations on Unbounded Domains.

Thomas M. Hagstrom, Dinh Phan Cao Nguyen, Avy Soffer, Chris Stucchio, Minh-Binh Tran

SIAM J. Sci. Comput., 2026

2025

An energy cascade finite volume scheme for a mixed 3- and 4-wave kinetic equation arising from the theory of finite-temperature trapped Bose gases.

Arijit Das, Minh-Binh Tran

CoRR, November, 2025

Control and optimization for Neural Partial Differential Equations in Supervised Learning.

Alain Bensoussan, Minh-Binh Tran, Bangjie Wang

CoRR, June, 2025

Control, Optimal Transport and Neural Differential Equations in Supervised Learning.

Minh-Nhat Phung, Minh-Binh Tran

CoRR, March, 2025

Numerical schemes for 3-wave kinetic equations: A complete treatment of the collision operator.

Steven Walton, Minh-Binh Tran

J. Comput. Phys., 2025

2024

Numerical schemes for a fully nonlinear coagulation-fragmentation model coming from wave kinetic theory.

Arijit Das, Minh-Binh Tran

CoRR, 2024

2023

A Numerical Scheme for Wave Turbulence: 3-Wave Kinetic Equations.

Steven Walton, Minh-Binh Tran

SIAM J. Sci. Comput., August, 2023

2022

A Deep Learning Approximation of Non-Stationary Solutions to Wave Kinetic Equations.

Steven Walton, Minh-Binh Tran, Alain Bensoussan

CoRR, 2022

2020

Machine Learning and Control Theory.

Alain Bensoussan, Yiqun Li, Dinh Phan Cao Nguyen, Minh-Binh Tran, Sheung Chi Phillip Yam, Xiang Zhou

CoRR, 2020

2019

On the Wave Turbulence Theory for the Nonlinear Schrödinger Equation with Random Potentials.

Sergey V. Nazarenko, Avy Soffer, Minh-Binh Tran

Entropy, 2019

2018

On the Kinetic Equation in Zakharov's Wave Turbulence Theory for Capillary Waves.

Toan T. Nguyen, Minh-Binh Tran

SIAM J. Math. Anal., 2018

An improved iterative HDG approach for partial differential equations.

Sriramkrishnan Muralikrishnan, Minh-Binh Tran, Tan Bui-Thanh

J. Comput. Phys., 2018

2017

iHDG: An Iterative HDG Framework for Partial Differential Equations.

Sriramkrishnan Muralikrishnan, Minh-Binh Tran, Tan Bui-Thanh

SIAM J. Sci. Comput., 2017

A structure preserving scheme for the Kolmogorov-Fokker-Planck equation.

Erich L. Foster, Jérôme Lohéac, Minh-Binh Tran

J. Comput. Phys., 2017

2016

eHDG: An Exponentially Convergent Iterative Solver for HDG Discretizations of Hyperbolic Partial Differential Equations.

Sriramkrishnan Muralikrishnan, Minh-Binh Tran, Tan Bui-Thanh

CoRR, 2016

2013

Overlapping Domain Decomposition: Convergence Proofs.

Minh-Binh Tran

Proceedings of the Domain Decomposition Methods in Science and Engineering XX, 2013