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Mathematics

D-Index
31
Citations
2660
World Ranking
3405
National Ranking
207

Overview

Huyên Pham is affiliated with École Polytechnique in France and conducts research primarily in the fields of Economics, Econometrics and Finance, as well as Engineering. Their scholarly work spans multiple subfields, including Finance, Electrical and Electronic Engineering, Economics and Econometrics, Statistical and Nonlinear Physics, and Management Science and Operations Research.

The main topics covered in their research include stochastic processes and financial applications, energy load and power forecasting, model reduction and neural networks, economic theories and models, risk and portfolio optimization, Markov chains and Monte Carlo methods, and financial risk and volatility modeling.

Pham's recent published papers illustrate their focus on applied mathematics and stochastic control, with works appearing in recognized journals such as The Annals of Applied Probability, SIAM Journal on Numerical Analysis, and SIAM Journal on Scientific Computing. Notable papers include:

  • Deep Neural Networks Algorithms for Stochastic Control Problems on Finite Horizon: Convergence Analysis, 2021, SIAM Journal on Numerical Analysis
  • Approximation Error Analysis of Some Deep Backward Schemes for Nonlinear PDEs, 2022, SIAM Journal on Scientific Computing
  • Mean-field Markov decision processes with common noise and open-loop controls, 2022, The Annals of Applied Probability
  • Optimal control of path-dependent McKean-Vlasov SDEs in infinite-dimension, 2023, The Annals of Applied Probability
  • Linear-quadratic control for a class of stochastic Volterra equations: Solvability and approximation, 2021, The Annals of Applied Probability

Their frequent collaborators include Xavier Warin, Maximilien Germain, Eduardo Abi Jaber, Enzo Miller, and Médéric Motte. These collaborations have contributed to the interdisciplinary and complex nature of Pham's research.

The scientist's work is disseminated through various academic venues, with the largest number of publications appearing on arXiv (Cornell University). Other regular publication venues are The Annals of Applied Probability, HAL (Le Centre pour la Communication Scientifique Directe), Stochastic Processes and their Applications, and SSRN Electronic Journal.

Best Publications

  • Optimal high frequency trading with limit and market orders

    Fabien Guilbaud;Huyen Pham

  • Deep backward schemes for high-dimensional nonlinear PDEs

    Côme Huré;Huyên Pham;Xavier Warin

  • Dynamic Programming for Optimal Control of Stochastic McKean--Vlasov Dynamics

    Huyên Pham;Xiaoli Wei

  • The fundamental theorem of asset pricing with cone constraints

    Huyên Pham;Nizar Touzi

  • A numerical algorithm for fully nonlinear HJB equations: An approach by control randomization

    Idris Kharroubi;Nicolas Langrené;Huyên Pham

  • Optimal quantization methods for nonlinear filtering with discrete-time observations

    Gilles Pagès;Huyên Pham

  • Large deviations in estimation of an Ornstein- Uhlenbeck model

    Danielle Florens-Landais;Huyên Pham

  • Deep Neural Networks Algorithms for Stochastic Control Problems on Finite Horizon: Numerical Applications

    Achref Bachouch;Côme Huré;Nicolas Langrené;Huyen Pham;Huyen Pham

  • Feynman-Kac representation for Hamilton-Jacobi-Bellman IPDE

    Idris Kharroubi;Huyên Pham

  • Stochastic control under progressive enlargement of filtrations and applications to multiple defaults risk management

    Huyên Pham;Huyên Pham

  • Deep neural networks algorithms for stochastic control problems on finite horizon: convergence analysis

    Côme Huré;Huyên Pham;Achref Bachouch;Nicolas Langrené

  • Randomized dynamic programming principle and Feynman-Kac representation for optimal control of McKean-Vlasov dynamics

    Erhan Bayraktar;Andrea Cosso;Huyên Pham

  • Some machine learning schemes for high-dimensional nonlinear PDEs.

    Côme Huré;Huyên Pham;Xavier Warin

  • Optimal Portfolio Liquidation with Execution Cost and Risk

    Idris Kharroubi;Huyên Pham

  • An optimal trading problem in intraday electricity markets

    René Aïd;Pierre Gruet;Huyên Pham

  • Neural networks-based backward scheme for fully nonlinear PDEs

    Huyên Pham;Xavier Warin;Maximilien Germain

  • Robust Markowitz mean-variance portfolio selection under ambiguous covariance matrix

    Amine Ismail;Huyên Pham;Huyên Pham

  • DISCRETIZATION AND SIMULATION OF THE ZAKAI EQUATION

    Emmanuel Gobet;Gilles Pagès;Huyên Pham;Jacques Printems

  • Dynamic L p -Hedging in Discrete Time under Cone Constraints

    Huyên Pham

  • Zero-sum stochastic differential games of generalized McKean–Vlasov type

    Huyen Pham;Andrea Cosso

  • Impulse control problem on finite horizon with execution delay

    Unknown

  • OPTIMAL HIGH‐FREQUENCY TRADING IN A PRO RATA MICROSTRUCTURE WITH PREDICTIVE INFORMATION

    Fabien Guilbaud;Huyên Pham

  • Linear quadratic optimal control of conditional McKean-Vlasov equation with random coefficients and applications *

    Huyên Pham;Huyên Pham

  • Linear quadratic optimal control of conditional McKean-Vlasov equation with random coefficients and applications

    Huy ^en Pham

  • Mean-field Markov decision processes with common noise and open-loop controls

    Médéric Motte;Huyên Pham

  • Discrete time approximation of fully nonlinear HJB equations via BSDEs with nonpositive jumps

    Idris Kharroubi;Nicolas Langrené;Huyên Pham

  • The viscosity solutions approach to stochastic control problems

    Huyên Pham

  • A model of optimal consumption under liquidity risk with random trading times and its coupled system of integrodifferential equations

    Huyên Pham;Peter Tankov

  • Backward SDEs with constrained jumps and quasi-variational inequalities

    Idris Kharroubi;Jin Ma;Huyên Pham;Jianfeng Zhang

Frequent Co-Authors

Gilles Pagès
Gilles Pagès Sorbonne University

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