Concepedia

Simon Byrne

SB

Statistics

Publications

14

Citations

927

H-Index

12

Active since

2013

Affiliations

Massachusetts Institute of Technology(Current)

University College London

California Institute of Technology

Naval Postgraduate School

University of Oxford

Simon Byrne is an author at Massachusetts Institute of Technology specializing in monte carlo methods, natural sciences, and monte carlo simulation.

Publications per year

2013–2025

14

Publications

14

The geometric foundations of Hamiltonian Monte Carlo

Michael Betancourt, Simon Byrne, Samuel Livingstone et al. · Bernoulli · 2017 · 413 citations · Full text

Natural Sciences, Mathematics, Physics +10

Geodesic Monte Carlo on Embedded Manifolds

Simon Byrne, Mark Girolami · Warwick Research Archive Portal (University of Warwick) · 2013 · 100 citations

Engineering, Computational Engineering, Probability Theory +15

Langevin diffusions and the Metropolis-adjusted Langevin algorithm

Tatiana Xifara, Chris Sherlock, Samuel Livingstone et al. · Statistics & Probability Letters · 2014 · 90 citations · Full text

Engineering, Biostatistics, Probability Theory +13

MPI.jl: Julia bindings for the Message Passing Interface

Simon Byrne, Lucas C. Wilcox, Valentin Churavy · JuliaCon Proceedings · 2021 · 63 citations · Full text

Computing, Computer Engineering, Computer Science +13

Accelerated Predictive Healthcare Analytics with Pumas, A High Performance Pharmaceutical Modeling and Simulation Platform

Christopher Rackauckas, Yingbo Ma, Andreas Noack et al. · bioRxiv (Cold Spring Harbor Laboratory) · 2020 · 56 citations · Full text

Pharmacy, Pharmacokinetics, Pharmacology +16

1–5 of 14