Grigorios A. Pavliotis

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 33

Top Topics

Multiagent Systems

Geometric Methods

Top Venues

SIAM J. Appl. Dyn. Syst.

SIAM/ASA J. Uncertain. Quantification

J. Nonlinear Sci.

Publications

Benedetta Bertoli, Benjamin D. Goddard, Grigorios A. Pavliotis
Stability of stationary states for mean field models with multichromatic interaction potentials. CoRR (2024)
Richard Nickl, Grigorios A. Pavliotis, Kolyan Ray
Bayesian Nonparametric Inference in McKean-Vlasov models. CoRR (2024)
Sara Bicego, Dante Kalise, Grigorios A. Pavliotis
Computation and Control of Unstable Steady States for Mean Field Multiagent Systems. CoRR (2024)
Grigorios A. Pavliotis, Andrea Zanoni
A Method of Moments Estimator for Interacting Particle Systems and their Mean Field Limit. SIAM/ASA J. Uncertain. Quantification 12 (2) (2024)
Tony Lelièvre, Grigorios A. Pavliotis, Geneviève Robin, Régis Santet, Gabriel Stoltz
Optimizing the diffusion coefficient of overdamped Langevin dynamics. CoRR (2024)
Anastasia Borovykh, Nikolas Kantas, Panos Parpas, Grigorios A. Pavliotis
Stochastic Mirror Descent for Convex Optimization with Consensus Constraints. SIAM J. Appl. Dyn. Syst. 23 (3) (2024)
Martin Chak, Nikolas Kantas, Grigorios A. Pavliotis
On the Generalized Langevin Equation for Simulated Annealing. SIAM/ASA J. Uncertain. Quantification 11 (1) (2023)
Thomas Gaskin, Grigorios A. Pavliotis, Mark Girolami
Inferring networks from time series: a neural approach. CoRR (2023)
Grigorios A. Pavliotis, Sebastian Reich, Andrea Zanoni
Filtered data based estimators for stochastic processes driven by colored noise. CoRR (2023)
Thomas Gaskin, Tim Conrad, Grigorios A. Pavliotis, Christof Schütte
Neural parameter calibration and uncertainty quantification for epidemic forecasting. CoRR (2023)
Nikolaos Evangelou, Dimitrios G. Giovanis, George A. Kevrekidis, Grigorios A. Pavliotis, Ioannis G. Kevrekidis
Machine Learning for the identification of phase-transitions in interacting agent-based systems. CoRR (2023)
Theo Diamantakis, Darryl D. Holm, Grigorios A. Pavliotis
Variational Principles on Geometric Rough Paths and the Lévy Area Correction. SIAM J. Appl. Dyn. Syst. 22 (2) (2023)
Grigorios A. Pavliotis, Gabriel Stoltz, Urbain Vaes
Mobility Estimation for Langevin Dynamics Using Control Variates. Multiscale Model. Simul. 21 (2) (2023)
Assyr Abdulle, Giacomo Garegnani, Grigorios A. Pavliotis, Andrew M. Stuart, Andrea Zanoni
Drift Estimation of Multiscale Diffusions Based on Filtered Data. Found. Comput. Math. 23 (1) (2023)
Alessandro Barp, Lancelot Da Costa, Guilherme França, Karl J. Friston, Mark A. Girolami, Michael I. Jordan, Grigorios A. Pavliotis
Geometric Methods for Sampling, Optimisation, Inference and Adaptive Agents. CoRR (2022)
Assyr Abdulle, Grigorios A. Pavliotis, Andrea Zanoni
Eigenfunction martingale estimating functions and filtered data for drift estimation of discretely observed multiscale diffusions. Stat. Comput. 32 (2) (2022)
Grigorios A. Pavliotis, Gabriel Stoltz, Urbain Vaes
Mobility estimation for Langevin dynamics using control variates. CoRR (2022)
Lancelot Da Costa, Grigorios A. Pavliotis
The entropy production of stationary diffusions. CoRR (2022)
Grigorios A. Pavliotis, Andrew M. Stuart, Urbain Vaes
Derivative-Free Bayesian Inversion Using Multiscale Dynamics. SIAM J. Appl. Dyn. Syst. 21 (1) (2022)
Thomas Gaskin, Grigorios A. Pavliotis, Mark Girolami
Neural parameter calibration for large-scale multi-agent models. CoRR (2022)
Grigorios A. Pavliotis, Andrea Zanoni
A method of moments estimator for interacting particle systems and their mean field limit. CoRR (2022)
Grigorios A. Pavliotis, Andrea Zanoni
Eigenfunction Martingale Estimators for Interacting Particle Systems and Their Mean Field Limit. SIAM J. Appl. Dyn. Syst. 21 (4) (2022)
Assyr Abdulle, Grigorios A. Pavliotis, Andrea Zanoni
Eigenfunction martingale estimating functions and filtered data for drift estimation of discretely observed multiscale diffusions. CoRR (2021)
Grigorios A. Pavliotis, Andrea Zanoni
Eigenfunction martingale estimators for interacting particle systems and their mean field limit. CoRR (2021)
Grigorios A. Pavliotis, Gabriel Stoltz, Urbain Vaes
Scaling Limits for the Generalized Langevin Equation. J. Nonlinear Sci. 31 (1) (2021)
Assyr Abdulle, Giacomo Garegnani, Grigorios A. Pavliotis, Andrew M. Stuart, Andrea Zanoni
Drift Estimation of Multiscale Diffusions Based on Filtered Data. CoRR (2020)
Susana N. Gomes, Grigorios A. Pavliotis, Urbain Vaes
Mean Field Limits for Interacting Diffusions with Colored Noise: Phase Transitions and Spectral Numerical Methods. Multiscale Model. Simul. 18 (3) (2020)
Nikolas Kantas, Panos Parpas, Grigorios A. Pavliotis
The sharp, the flat and the shallow: Can weakly interacting agents learn to escape bad minima? CoRR (2019)
Ruben J. Tomlin, Susana N. Gomes, Grigorios A. Pavliotis, Demetrios T. Papageorgiou
Optimal Control of Thin Liquid Films and Transverse Mode Effects. SIAM J. Appl. Dyn. Syst. 18 (1) (2019)
Nikolas Nüsken, Grigorios A. Pavliotis
Constructing Sampling Schemes via Coupling: Markov Semigroups and Optimal Transport. SIAM/ASA J. Uncertain. Quantification 7 (1) (2019)
Susana N. Gomes, Grigorios A. Pavliotis
Mean Field Limits for Interacting Diffusions in a Two-Scale Potential. J. Nonlinear Sci. 28 (3) (2018)
Richard V. Craster, Sébastien Guenneau, H. R. Hutridurga, Grigorios A. Pavliotis
Cloaking via Mapping for the Heat Equation. Multiscale Model. Simul. 16 (3) (2018)
Assyr Abdulle, Grigorios A. Pavliotis, Urbain Vaes
Spectral Methods for Multiscale Stochastic Differential Equations. SIAM/ASA J. Uncertain. Quantification 5 (1) (2017)
Serafim Kalliadasis, S. Krumscheid, Grigorios A. Pavliotis
A new framework for extracting coarse-grained models from time series with multiscale structure. J. Comput. Phys. 296 (2015)
Andrew B. Duncan, Charles M. Elliott, Grigorios A. Pavliotis, Andrew M. Stuart
A Multiscale Analysis of Diffusions on Rapidly Varying Surfaces. J. Nonlinear Sci. 25 (2) (2015)
Markus Schmuck, Grigorios A. Pavliotis, Serafim Kalliadasis
Effective macroscopic interfacial transport equations in strongly heterogeneous environments for general homogeneous free energies. Appl. Math. Lett. 35 (2014)
Juan C. Latorre, Peter R. Kramer, Grigorios A. Pavliotis
Numerical methods for computing effective transport properties of flashing Brownian motors. J. Comput. Phys. 257 (2014)
S. Krumscheid, Grigorios A. Pavliotis, Serafim Kalliadasis
Semiparametric Drift and Diffusion Estimation for Multiscale Diffusions. Multiscale Model. Simul. 11 (2) (2013)
Benjamin D. Goddard, Grigorios A. Pavliotis, Serafim Kalliadasis
The Overdamped Limit of Dynamic Density Functional Theory: Rigorous Results. Multiscale Model. Simul. 10 (2) (2012)
Assyr Abdulle, Grigorios A. Pavliotis
Numerical methods for stochastic partial differential equations with multiple scales. J. Comput. Phys. 231 (6) (2012)
Grigorios A. Pavliotis, Andrew M. Stuart, Konstantinos C. Zygalakis
Calculating effective diffusivities in the limit of vanishing molecular diffusion. J. Comput. Phys. 228 (4) (2009)
Sofia C. Olhede, Adam M. Sykulski, Grigorios A. Pavliotis
Frequency Domain Estimation of Integrated Volatility for Itô Processes in the Presence of Market-Microstructure Noise. Multiscale Model. Simul. 8 (2) (2009)
Grigorios A. Pavliotis, Andrew M. Stuart
Analysis of White Noise Limits for Stochastic Systems with Two Fast Relaxation Times. Multiscale Model. Simul. 4 (1) (2005)
Grigorios A. Pavliotis, Andrew M. Stuart
White Noise Limits for Inertial Particles in a Random Field. Multiscale Model. Simul. 1 (4) (2003)