G.A. Pavliotis
Imperial College London
H-index: 37
Europe-United Kingdom
Top articles of G.A. Pavliotis
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Bayesian Nonparametric Inference in McKean-Vlasov models | arXiv preprint arXiv:2404.16742 | Richard Nickl Grigorios A Pavliotis Kolyan Ray | 2024/4/25 |
Inferring networks from time series: A neural approach | PNAS nexus | Thomas Gaskin Grigorios A Pavliotis Mark Girolami | 2024/4 |
Drift estimation of multiscale diffusions based on filtered data | Foundations of Computational Mathematics | Assyr Abdulle Giacomo Garegnani Grigorios A Pavliotis Andrew M Stuart Andrea Zanoni | 2023/2 |
On the Generalized Langevin Equation for Simulated Annealing | SIAM/ASA Journal on Uncertainty Quantification | Martin Chak Nikolas Kantas Grigorios A Pavliotis | 2023/3/31 |
Phase transitions, logarithmic Sobolev inequalities, and uniform-in-time propagation of chaos for weakly interacting diffusions | Communications in Mathematical Physics | Matías G Delgadino Rishabh S Gvalani Grigorios A Pavliotis Scott A Smith | 2023/7 |
Optimal friction matrix for underdamped Langevin sampling | ESAIM: Mathematical Modelling and Numerical Analysis | Martin Chak Nikolas Kantas Tony Lelièvre Grigorios A Pavliotis | 2023/11/1 |
Response Theory Identifies Reaction Coordinates and Explains Critical Phenomena in Noisy Interacting Systems | arXiv preprint arXiv:2303.09047 | Niccolò Zagli Valerio Lucarini Grigorios Pavliotis | 2023/3/16 |
Variational principles on geometric rough paths and the Lévy area correction | SIAM Journal on Applied Dynamical Systems | Theo Diamantakis Darryl D Holm Grigorios A Pavliotis | 2023/6/30 |
Machine Learning for the identification of phase-transitions in interacting agent-based systems | arXiv preprint arXiv:2310.19039 | Nikolaos Evangelou Dimitrios G Giovanis George A Kevrekidis Grigorios A Pavliotis Ioannis G Kevrekidis | 2023/10/29 |
Neural parameter calibration for large-scale multiagent models | Proceedings of the National Academy of Sciences | Thomas Gaskin Grigorios A Pavliotis Mark Girolami | 2023/2/14 |
Mobility estimation for Langevin dynamics using control variates | Multiscale Modeling & Simulation | Grigorios A Pavliotis Gabriel Stoltz Urbain Vaes | 2023/6/30 |
Path integrals, particular kinds, and strange things | Karl Friston Lancelot Da Costa Dalton AR Sakthivadivel Conor Heins Grigorios A Pavliotis | 2023/8/29 | |
Dimension reduction of noisy interacting systems | Physical Review Research | Niccolò Zagli Grigorios A Pavliotis Valerio Lucarini Alexander Alecio | 2023/2/3 |
The free energy principle made simpler but not too simple | Karl Friston Lancelot Da Costa Noor Sajid Conor Heins Kai Ueltzhöffer | 2023/6/19 | |
The entropy production of stationary diffusions | Journal of Physics A: Mathematical and Theoretical | Lancelot Da Costa Grigorios A Pavliotis | 2023/8/22 |
Filtered data based estimators for stochastic processes driven by colored noise | arXiv preprint arXiv:2312.15975 | Grigorios A Pavliotis Sebastian Reich Andrea Zanoni | 2023/12/26 |
Privacy Risk for anisotropic Langevin dynamics using relative entropy bounds | arXiv preprint arXiv:2302.00766 | Anastasia Borovykh Nikolas Kantas Panos Parpas Greg Pavliotis | 2023/2/1 |
Brownian Motion in an N-Scale Periodic Potential | Journal of Statistical Physics | AB Duncan Manh Hong Duong GA Pavliotis | 2023/3/31 |
Online parameter estimation for the McKean–Vlasov stochastic differential equation | Stochastic Processes and their Applications | Louis Sharrock Nikolas Kantas Panos Parpas Grigorios A Pavliotis | 2023/8/1 |
Neural parameter calibration and uncertainty quantification for epidemic forecasting | arXiv preprint arXiv:2312.03147 | Thomas Gaskin Tim Conrad Grigorios A Pavliotis Christof Schütte | 2023/12/5 |
Co-Authors
