Grigorios A. Pavliotis

According to our database, Grigorios A. Pavliotis authored at least 41 papers between 2003 and 2024.

Collaborative distances:

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

2024

Stochastic Mirror Descent for Convex Optimization with Consensus Constraints.

Anastasia Borovykh, Nikolas Kantas, Panos Parpas, Grigorios A. Pavliotis

SIAM J. Appl. Dyn. Syst., 2024

A Method of Moments Estimator for Interacting Particle Systems and their Mean Field Limit.

Grigorios A. Pavliotis, Andrea Zanoni

SIAM/ASA J. Uncertain. Quantification, 2024

Neural network approaches for variance reduction in fluctuation formulas.

Grigorios A. Pavliotis, Renato Spacek, Gabriel Stoltz, Urbain Vaes

CoRR, 2024

Computation and Control of Unstable Steady States for Mean Field Multiagent Systems.

Sara Bicego, Dante Kalise, Grigorios A. Pavliotis

CoRR, 2024

Stability of stationary states for mean field models with multichromatic interaction potentials.

Benedetta Bertoli, Benjamin D. Goddard, Grigorios A. Pavliotis

CoRR, 2024

Bayesian Nonparametric Inference in McKean-Vlasov models.

Richard Nickl, Grigorios A. Pavliotis, Kolyan Ray

CoRR, 2024

Optimizing the diffusion coefficient of overdamped Langevin dynamics.

Tony Lelièvre, Grigorios A. Pavliotis, Geneviève Robin, Régis Santet, Gabriel Stoltz

CoRR, 2024

2023

Variational Principles on Geometric Rough Paths and the Lévy Area Correction.

Theo Diamantakis, Darryl D. Holm, Grigorios A. Pavliotis

SIAM J. Appl. Dyn. Syst., June, 2023

Mobility Estimation for Langevin Dynamics Using Control Variates.

Grigorios A. Pavliotis, Gabriel Stoltz, Urbain Vaes

Multiscale Model. Simul., June, 2023

On the Generalized Langevin Equation for Simulated Annealing.

Martin Chak, Nikolas Kantas, Grigorios A. Pavliotis

SIAM/ASA J. Uncertain. Quantification, March, 2023

Drift Estimation of Multiscale Diffusions Based on Filtered Data.

Assyr Abdulle, Giacomo Garegnani, Grigorios A. Pavliotis, Andrew M. Stuart, Andrea Zanoni

Found. Comput. Math., February, 2023

Filtered data based estimators for stochastic processes driven by colored noise.

Grigorios A. Pavliotis, Sebastian Reich, Andrea Zanoni

CoRR, 2023

Neural parameter calibration and uncertainty quantification for epidemic forecasting.

Thomas Gaskin, Tim Conrad, Grigorios A. Pavliotis, Christof Schütte

CoRR, 2023

Machine Learning for the identification of phase-transitions in interacting agent-based systems.

Nikolaos Evangelou, Dimitrios G. Giovanis, George A. Kevrekidis, Grigorios A. Pavliotis, Ioannis G. Kevrekidis

CoRR, 2023

Inferring networks from time series: a neural approach.

Thomas Gaskin, Grigorios A. Pavliotis, Mark Girolami

CoRR, 2023

Privacy Risk for anisotropic Langevin dynamics using relative entropy bounds.

Anastasia Borovykh, Nikolas Kantas, Panos Parpas, Greg Pavliotis

CoRR, 2023

2022

Eigenfunction Martingale Estimators for Interacting Particle Systems and Their Mean Field Limit.

Grigorios A. Pavliotis, Andrea Zanoni

SIAM J. Appl. Dyn. Syst., 2022

Derivative-Free Bayesian Inversion Using Multiscale Dynamics.

Grigorios A. Pavliotis, Andrew M. Stuart, Urbain Vaes

SIAM J. Appl. Dyn. Syst., 2022

Eigenfunction martingale estimating functions and filtered data for drift estimation of discretely observed multiscale diffusions.

Assyr Abdulle, Grigorios A. Pavliotis, Andrea Zanoni

Stat. Comput., 2022

The entropy production of stationary diffusions.

Lancelot Da Costa, Grigorios A. Pavliotis

CoRR, 2022

Neural parameter calibration for large-scale multi-agent models.

Thomas Gaskin, Grigorios A. Pavliotis, Mark Girolami

CoRR, 2022

Geometric Methods for Sampling, Optimisation, Inference and Adaptive Agents.

Alessandro Barp, Lancelot Da Costa, Guilherme França, Karl J. Friston, Mark A. Girolami, Michael I. Jordan, Grigorios A. Pavliotis

CoRR, 2022

2021

Scaling Limits for the Generalized Langevin Equation.

Grigorios A. Pavliotis, Gabriel Stoltz, Urbain Vaes

J. Nonlinear Sci., 2021

2020

Mean Field Limits for Interacting Diffusions with Colored Noise: Phase Transitions and Spectral Numerical Methods.

Susana N. Gomes, Grigorios A. Pavliotis, Urbain Vaes

Multiscale Model. Simul., 2020

2019

Optimal Control of Thin Liquid Films and Transverse Mode Effects.

Ruben J. Tomlin, Susana N. Gomes, Grigorios A. Pavliotis, Demetrios T. Papageorgiou

SIAM J. Appl. Dyn. Syst., 2019

Constructing Sampling Schemes via Coupling: Markov Semigroups and Optimal Transport.

Nikolas Nüsken, Grigorios A. Pavliotis

SIAM/ASA J. Uncertain. Quantification, 2019

The sharp, the flat and the shallow: Can weakly interacting agents learn to escape bad minima?

Nikolas Kantas, Panos Parpas, Grigorios A. Pavliotis

CoRR, 2019

2018

Cloaking via Mapping for the Heat Equation.

Richard V. Craster, Sébastien Guenneau, H. R. Hutridurga, Grigorios A. Pavliotis

Multiscale Model. Simul., 2018

Mean Field Limits for Interacting Diffusions in a Two-Scale Potential.

Susana N. Gomes, Grigorios A. Pavliotis

J. Nonlinear Sci., 2018

2017

Spectral Methods for Multiscale Stochastic Differential Equations.

Assyr Abdulle, Grigorios A. Pavliotis, Urbain Vaes

SIAM/ASA J. Uncertain. Quantification, 2017

2015

A Multiscale Analysis of Diffusions on Rapidly Varying Surfaces.

Andrew B. Duncan, Charles M. Elliott, Grigorios A. Pavliotis, Andrew M. Stuart

J. Nonlinear Sci., 2015

A new framework for extracting coarse-grained models from time series with multiscale structure.

Serafim Kalliadasis, Sebastian Krumscheid, Grigorios A. Pavliotis

J. Comput. Phys., 2015

2014

Numerical methods for computing effective transport properties of flashing Brownian motors.

Juan C. Latorre, Peter R. Kramer, Grigorios A. Pavliotis

J. Comput. Phys., 2014

Effective macroscopic interfacial transport equations in strongly heterogeneous environments for general homogeneous free energies.

Markus Schmuck, Grigorios A. Pavliotis, Serafim Kalliadasis

Appl. Math. Lett., 2014

2013

Semiparametric Drift and Diffusion Estimation for Multiscale Diffusions.

Sebastian Krumscheid, Grigorios A. Pavliotis, Serafim Kalliadasis

Multiscale Model. Simul., 2013

2012

The Overdamped Limit of Dynamic Density Functional Theory: Rigorous Results.

Benjamin D. Goddard, Grigorios A. Pavliotis, Serafim Kalliadasis

Multiscale Model. Simul., 2012

Numerical methods for stochastic partial differential equations with multiple scales.

Assyr Abdulle, Grigorios A. Pavliotis

J. Comput. Phys., 2012

2009

Frequency Domain Estimation of Integrated Volatility for Itô Processes in the Presence of Market-Microstructure Noise.

Sofia C. Olhede, Adam M. Sykulski, Grigorios A. Pavliotis

Multiscale Model. Simul., 2009

Calculating effective diffusivities in the limit of vanishing molecular diffusion.

Grigorios A. Pavliotis, Andrew M. Stuart, Konstantinos C. Zygalakis

J. Comput. Phys., 2009

2005

Analysis of White Noise Limits for Stochastic Systems with Two Fast Relaxation Times.

Grigorios A. Pavliotis, Andrew M. Stuart

Multiscale Model. Simul., 2005

2003

White Noise Limits for Inertial Particles in a Random Field.

Grigorios A. Pavliotis, Andrew M. Stuart

Multiscale Model. Simul., 2003