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Jesús María Sanz-Serna

Jesús María Sanz-Serna

D-Index & Metrics

Mathematics

D-Index
49
Citations
10182
World Ranking
1139
National Ranking
14

Research.com Recognitions

  • 2013 - Fellow of the American Mathematical Society
  • 2009 - SIAM Fellow For contributions to numerical ordinary differential equations and geometric integration.

Overview

Jesús María Sanz-Serna is affiliated with Carlos III University of Madrid in Spain. Their research primarily spans the field of Mathematics, with a focus on several subfields including Statistics and Probability, Numerical Analysis, Statistical and Nonlinear Physics, Computational Theory and Mathematics, and Control and Systems Engineering.

The main topics covered in their work include:

  • Markov Chains and Monte Carlo Methods
  • Model Reduction and Neural Networks
  • Numerical methods for differential equations
  • Statistical Methods and Inference
  • Gaussian Processes and Bayesian Inference
  • Advanced Optimization Algorithms Research
  • Matrix Theory and Algorithms

The scientist has published extensively in various venues, with frequent publications in:

  • arXiv (Cornell University)
  • SIAM Review
  • SIAM Journal on Numerical Analysis
  • Journal of Computational Physics
  • Statistics and Computing

Some recent papers by Jesús María Sanz-Serna include:

  • The Connections Between Lyapunov Functions for Some Optimization Algorithms and Differential Equations, 2021, SIAM Journal on Numerical Analysis
  • Contractivity of Runge--Kutta Methods for Convex Gradient Systems, 2020, SIAM Journal on Numerical Analysis
  • HMC: Reducing the number of rejections by not using leapfrog and some results on the acceptance rate, 2021, Journal of Computational Physics
  • Survey and Review, 2021, SIAM Review
  • Wasserstein distance estimates for the distributions of numerical approximations to ergodic stochastic differential equations, 2021, arXiv (Cornell University)

Frequent collaborators include:

  • Konstantinos C. Zygalakis
  • Fernando Casas
  • Paul Dobson
  • M. P. Calvo
  • Luke Shaw

Jesús María Sanz-Serna has received recognition in the form of awards such as:

  • Fellow of the American Mathematical Society, 2013
  • SIAM Fellow, 2009, for contributions to numerical ordinary differential equations and geometric integration

Best Publications

  • Numerical Hamiltonian Problems

    J. M. Sanz-Serna;M. P. Calvo

  • Runge-Kutta schemes for Hamiltonian systems

    J. M. Sanz-Serna

  • Symplectic integrators for Hamiltonian problems: an overview

    J. M. Sanz-Serna

  • Optimal tuning of the hybrid Monte Carlo algorithm

    Alexandros Beskos;Natesh S. Pillai;Gareth O. Roberts;Jesus M. Sanz-Serna

  • Long-Time-Step Methods for Oscillatory Differential Equations

    B. García-Archilla;J. M. Sanz-Serna;R. D. Skeel

  • On polynomials orthogonal with respect to certain Sobolev inner products

    A. Iserles;P. E. Koch;S. P. Nørsett;J. M. Sanz-Serna

  • The development of variable-step symplectic integrators with application to the two-body problem

    M. P. Calvo;J. M. Sanz-Serna

  • A numerical method for a partial integro-differential equation

    J. M. Sanz-Serna

  • Product Approximation for Non-linear Problems in the Finite Element Method

    I. Christie;D. F. Griffiths;A. R. Mitchell;J. M. Sanz-Serna

  • Hybrid Monte Carlo on Hilbert spaces

    Alexandros Beskos;F. J. Pinski;J. M. Sanz-Serna;A. M. Stuart

  • Convergence and order reduction of Runge-Kutta schemes applied to evolutionary problems in partial differential equations

    J. M. Sanz-Serna;J. G. Verwer;W. H. Hundsdorfer

  • Order conditions for canonical Runge-Kutta schemes

    J. M. Sanz-Serna;L. Abia

  • Petrov-Galerkin methods for nonlinear dispersive waves

    J.M Sanz-Serna;I Christie

  • Convergence of method of lines approximations to partial differential equations

    J. G. Verwer;J. M. Sanz-Serna

  • An explicit finite-difference scheme with exact conservation properties

    J.M Sanz-Serna

  • Geometric integrators and the Hamiltonian Monte Carlo method

    Nawaf Bou-Rabee;Jesús María Sanz-Serna

  • Partitioned Runge-Kutta methods for separable Hamiltonian problems

    L. Abia;J. M. Sanz-Serna

  • Stability and Convergence in Numerical Analysis III: Linear Investigation of Nonlinear Stability

    J. C. López-Marcos;J. M. Sanz-Serna

  • Soliton and antisoliton interactions in the ``good'' Boussinesq equation

    V. S. Manoranjan;T. Ortega;J. M. Sanz‐Serna

  • Randomized Hamiltonian Monte Carlo

    Nawaf Bou-Rabee;Jesús María Sanz-Serna;Jesús María Sanz-Serna

  • Order conditions for numerical integrators obtained by composing simpler integrators

    A. Murua;J.M. SanzSerna

Frequent Co-Authors

Jan Verwer
Jan Verwer Centrum Wiskunde & Informatica
Robert D. Skeel
Robert D. Skeel Purdue University West Lafayette
Miguel A. F. Sanjuán
Miguel A. F. Sanjuán King Juan Carlos University
Andrew M. Stuart
Andrew M. Stuart California Institute of Technology
Ernst Hairer
Ernst Hairer University of Geneva
Stig Larsson
Stig Larsson Chalmers University of Technology
Gareth O. Roberts
Gareth O. Roberts University of Warwick
Arieh Iserles
Arieh Iserles University of Cambridge
Willem Hundsdorfer
Willem Hundsdorfer Centrum Wiskunde & Informatica
John C. Butcher
John C. Butcher University of Auckland

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