David Aristoff

According to our database, David Aristoff authored at least 16 papers between 2013 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Democratizing uncertainty quantification.

Linus Seelinger, Anne Reinarz, Mikkel Bue Lykkegaard, Robert Akers, Amal Mohammed A. Alghamdi, David Aristoff, Wolfgang Bangerth, Jean Bénézech, Matteo Diez, Kurt Frey, John D. Jakeman, Jakob Sauer Jørgensen, Ki-Tae Kim, Benjamin M. Kent, Massimiliano Martinelli, Matthew D. Parno, Riccardo Pellegrini, Noemi Petra, Nicolai André Brogaard Riis, Katherine Rosenfeld, Andrea Serani, Lorenzo Tamellini, Umberto Villa, Tim J. Dodwell, Robert Scheichl

J. Comput. Phys., 2025

2024

The fast committor machine: Interpretable prediction with kernels.

David Aristoff, M. Johnson, G. Simpson, Robert J. Webber

CoRR, 2024

Democratizing Uncertainty Quantification.

Linus Seelinger, Anne Reinarz, Mikkel Bue Lykkegaard, Amal Mohammed A. Alghamdi, David Aristoff, Wolfgang Bangerth, Jean Bénézech, Matteo Diez, Kurt Frey, John D. Jakeman, Jakob Sauer Jørgensen, Ki-Tae Kim, Massimiliano Martinelli, Matthew D. Parno, Riccardo Pellegrini, Noemi Petra, Nicolai André Brogaard Riis, Katherine Rosenfeld, Andrea Serani, Lorenzo Tamellini, Umberto Villa, Tim J. Dodwell, Robert Scheichl

CoRR, 2024

2023

A Benchmark for the Bayesian Inversion of Coefficients in Partial Differential Equations.

David Aristoff, Wolfgang Bangerth

SIAM Rev., November, 2023

2022

An ergodic theorem for the weighted ensemble method.

David Aristoff

J. Appl. Probab., 2022

Weighted ensemble: Recent mathematical developments.

David Aristoff, J. Copperman, Gideon Simpson, Robert J. Webber, Daniel M. Zuckerman

CoRR, 2022

2020

Optimizing Weighted Ensemble Sampling of Steady States.

David Aristoff, Daniel M. Zuckerman

Multiscale Model. Simul., 2020

A splitting method to reduce MCMC variance.

Robert J. Webber, David Aristoff, Gideon Simpson

CoRR, 2020

2019

Generalizing Parallel Replica Dynamics: Trajectory Fragments, Asynchronous Computing, and PDMPs.

David Aristoff

SIAM/ASA J. Uncertain. Quantification, 2019

An ergodic theorem for weighted ensemble.

David Aristoff

CoRR, 2019

2018

Stationary Averaging for Multiscale Continuous Time Markov Chains Using Parallel Replica Dynamics.

Ting Wang, Petr Plechác, David Aristoff

Multiscale Model. Simul., 2018

2016

A Mathematical Framework for Exact Milestoning.

David Aristoff, Juan M. Bello-Rivas, Ron Elber

Multiscale Model. Simul., 2016

2015

The parallel replica method for computing equilibrium averages of Markov chains.

David Aristoff

Monte Carlo Methods Appl., 2015

2014

Mathematical Analysis of Temperature Accelerated Dynamics.

David Aristoff, Tony Lelièvre

Multiscale Model. Simul., 2014

Percolation of Hard Disks.

David Aristoff

J. Appl. Probab., 2014

2013

Emergent Structures in Large Networks.

David Aristoff, Charles Radin

J. Appl. Probab., 2013