Grigorios A. Pavliotis

55 papers Journal 55

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Fourier-Based Inference Method for Learning Interaction Kernels in Particle Systems. SIAM J. Appl. Math. Grigorios A. Pavliotis, Andrea Zanoni
2026	J	`jnl`	Neural Network Approaches for Variance Reduction in Fluctuation Formulas. SIAM/ASA J. Uncertain. Quantification Grigorios A. Pavliotis, Renato Spacek, Gabriel Stoltz, Urbain Vaes
2025	J	`jnl`	A Fourier-based inference method for learning interaction kernels in particle systems. CoRR Grigorios A. Pavliotis, Andrea Zanoni
2025	J	`jnl`	A Spectral Approach to Optimal Control of the Fokker-Planck Equation. CoRR Dante Kalise, Lucas M. Moschen, Grigorios A. Pavliotis, Urbain Vaes
2025	J	`jnl`	A Spectral Approach to Optimal Control of the Fokker-Planck Equation. IEEE Control. Syst. Lett. Dante Kalise, Lucas M. Moschen, Grigorios A. Pavliotis, Urbain Vaes
2025	J	`jnl`	Approximating Particle-Based Clustering Dynamics by Stochastic PDEs. SIAM J. Appl. Dyn. Syst. Nathalie Wehlitz, Mohsen Sadeghi, Alberto Montefusco, Christof Schütte, Grigorios A. Pavliotis, Stefanie Winkelmann
2025	J	`jnl`	Cluster Formation in Diffusive Systems. CoRR Benedict J. Leimkuhler, René Lohmann, Grigorios A. Pavliotis, Peter A. Whalley
2025	J	`jnl`	Identifiable learning of dissipative dynamics. CoRR Aiqing Zhu, Beatrice W. Soh, Grigorios A. Pavliotis, Qianxiao Li
2025	J	`jnl`	Linearization-Based Feedback Stabilization of McKean-Vlasov PDEs. CoRR Dante Kalise, Lucas M. Moschen, Grigorios A. Pavliotis
2025	J	`jnl`	Phase transitions for interacting particle systems on random graphs. CoRR Benedetta Bertoli, Grigorios A. Pavliotis, Niccolò Zagli
2024	J	`jnl`	A Method of Moments Estimator for Interacting Particle Systems and their Mean Field Limit. SIAM/ASA J. Uncertain. Quantification Grigorios A. Pavliotis, Andrea Zanoni
2024	J	`jnl`	Bayesian Nonparametric Inference in McKean-Vlasov models. CoRR Richard Nickl, Grigorios A. Pavliotis, Kolyan Ray
2024	J	`jnl`	Computation and Control of Unstable Steady States for Mean Field Multiagent Systems. CoRR Sara Bicego, Dante Kalise, Grigorios A. Pavliotis
2024	J	`jnl`	Neural network approaches for variance reduction in fluctuation formulas. CoRR Grigorios A. Pavliotis, Renato Spacek, Gabriel Stoltz, Urbain Vaes
2024	J	`jnl`	Optimizing the diffusion coefficient of overdamped Langevin dynamics. CoRR Tony Lelièvre, Grigorios A. Pavliotis, Geneviève Robin, Régis Santet, Gabriel Stoltz
2024	J	`jnl`	Stability of stationary states for mean field models with multichromatic interaction potentials. CoRR Benedetta Bertoli, Benjamin D. Goddard, Grigorios A. Pavliotis
2024	J	`jnl`	Stochastic Mirror Descent for Convex Optimization with Consensus Constraints. SIAM J. Appl. Dyn. Syst. Anastasia Borovykh, Nikolas Kantas, Panos Parpas, Grigorios A. Pavliotis
2023	J	`jnl`	Drift Estimation of Multiscale Diffusions Based on Filtered Data. Found. Comput. Math. Assyr Abdulle, Giacomo Garegnani, Grigorios A. Pavliotis, Andrew M. Stuart, Andrea Zanoni
2023	J	`jnl`	Filtered data based estimators for stochastic processes driven by colored noise. CoRR Grigorios A. Pavliotis, Sebastian Reich, Andrea Zanoni
2023	J	`jnl`	Inferring networks from time series: a neural approach. CoRR Thomas Gaskin, Grigorios A. Pavliotis, Mark Girolami
2023	J	`jnl`	Machine Learning for the identification of phase-transitions in interacting agent-based systems. CoRR Nikolaos Evangelou, Dimitrios G. Giovanis, George A. Kevrekidis, Grigorios A. Pavliotis, Ioannis G. Kevrekidis
2023	J	`jnl`	Mobility Estimation for Langevin Dynamics Using Control Variates. Multiscale Model. Simul. Grigorios A. Pavliotis, Gabriel Stoltz, Urbain Vaes
2023	J	`jnl`	Neural parameter calibration and uncertainty quantification for epidemic forecasting. CoRR Thomas Gaskin, Tim Conrad, Grigorios A. Pavliotis, Christof Schütte
2023	J	`jnl`	On the Generalized Langevin Equation for Simulated Annealing. SIAM/ASA J. Uncertain. Quantification Martin Chak, Nikolas Kantas, Grigorios A. Pavliotis
2023	J	`jnl`	Variational Principles on Geometric Rough Paths and the Lévy Area Correction. SIAM J. Appl. Dyn. Syst. Theo Diamantakis, Darryl D. Holm, Grigorios A. Pavliotis
2022	J	`jnl`	A method of moments estimator for interacting particle systems and their mean field limit. CoRR Grigorios A. Pavliotis, Andrea Zanoni
2022	J	`jnl`	Derivative-Free Bayesian Inversion Using Multiscale Dynamics. SIAM J. Appl. Dyn. Syst. Grigorios A. Pavliotis, Andrew M. Stuart, Urbain Vaes
2022	J	`jnl`	Eigenfunction Martingale Estimators for Interacting Particle Systems and Their Mean Field Limit. SIAM J. Appl. Dyn. Syst. Grigorios A. Pavliotis, Andrea Zanoni
2022	J	`jnl`	Eigenfunction martingale estimating functions and filtered data for drift estimation of discretely observed multiscale diffusions. Stat. Comput. Assyr Abdulle, Grigorios A. Pavliotis, Andrea Zanoni
2022	J	`jnl`	Geometric Methods for Sampling, Optimisation, Inference and Adaptive Agents. CoRR Alessandro Barp, Lancelot Da Costa, Guilherme França, Karl J. Friston, Mark A. Girolami, Michael I. Jordan, Grigorios A. Pavliotis
2022	J	`jnl`	Mobility estimation for Langevin dynamics using control variates. CoRR Grigorios A. Pavliotis, Gabriel Stoltz, Urbain Vaes
2022	J	`jnl`	Neural parameter calibration for large-scale multi-agent models. CoRR Thomas Gaskin, Grigorios A. Pavliotis, Mark Girolami
2022	J	`jnl`	The entropy production of stationary diffusions. CoRR Lancelot Da Costa, Grigorios A. Pavliotis
2021	J	`jnl`	Eigenfunction martingale estimating functions and filtered data for drift estimation of discretely observed multiscale diffusions. CoRR Assyr Abdulle, Grigorios A. Pavliotis, Andrea Zanoni
2021	J	`jnl`	Eigenfunction martingale estimators for interacting particle systems and their mean field limit. CoRR Grigorios A. Pavliotis, Andrea Zanoni
2021	J	`jnl`	Scaling Limits for the Generalized Langevin Equation. J. Nonlinear Sci. Grigorios A. Pavliotis, Gabriel Stoltz, Urbain Vaes
2020	J	`jnl`	Drift Estimation of Multiscale Diffusions Based on Filtered Data. CoRR Assyr Abdulle, Giacomo Garegnani, Grigorios A. Pavliotis, Andrew M. Stuart, Andrea Zanoni
2020	J	`jnl`	Mean Field Limits for Interacting Diffusions with Colored Noise: Phase Transitions and Spectral Numerical Methods. Multiscale Model. Simul. Susana N. Gomes, Grigorios A. Pavliotis, Urbain Vaes
2019	J	`jnl`	Constructing Sampling Schemes via Coupling: Markov Semigroups and Optimal Transport. SIAM/ASA J. Uncertain. Quantification Nikolas Nüsken, Grigorios A. Pavliotis
2019	J	`jnl`	Optimal Control of Thin Liquid Films and Transverse Mode Effects. SIAM J. Appl. Dyn. Syst. Ruben J. Tomlin, Susana N. Gomes, Grigorios A. Pavliotis, Demetrios T. Papageorgiou
2019	J	`jnl`	The sharp, the flat and the shallow: Can weakly interacting agents learn to escape bad minima? CoRR Nikolas Kantas, Panos Parpas, Grigorios A. Pavliotis
2018	J	`jnl`	Cloaking via Mapping for the Heat Equation. Multiscale Model. Simul. Richard V. Craster, Sébastien Guenneau, H. R. Hutridurga, Grigorios A. Pavliotis
2018	J	`jnl`	Mean Field Limits for Interacting Diffusions in a Two-Scale Potential. J. Nonlinear Sci. Susana N. Gomes, Grigorios A. Pavliotis
2017	J	`jnl`	Spectral Methods for Multiscale Stochastic Differential Equations. SIAM/ASA J. Uncertain. Quantification Assyr Abdulle, Grigorios A. Pavliotis, Urbain Vaes
2015	J	`jnl`	A Multiscale Analysis of Diffusions on Rapidly Varying Surfaces. J. Nonlinear Sci. Andrew B. Duncan, Charles M. Elliott, Grigorios A. Pavliotis, Andrew M. Stuart
2015	J	`jnl`	A new framework for extracting coarse-grained models from time series with multiscale structure. J. Comput. Phys. Serafim Kalliadasis, Sebastian Krumscheid, Grigorios A. Pavliotis
2014	J	`jnl`	Effective macroscopic interfacial transport equations in strongly heterogeneous environments for general homogeneous free energies. Appl. Math. Lett. Markus Schmuck, Grigorios A. Pavliotis, Serafim Kalliadasis
2014	J	`jnl`	Numerical methods for computing effective transport properties of flashing Brownian motors. J. Comput. Phys. Juan C. Latorre, Peter R. Kramer, Grigorios A. Pavliotis
2013	J	`jnl`	Semiparametric Drift and Diffusion Estimation for Multiscale Diffusions. Multiscale Model. Simul. Sebastian Krumscheid, Grigorios A. Pavliotis, Serafim Kalliadasis
2012	J	`jnl`	Numerical methods for stochastic partial differential equations with multiple scales. J. Comput. Phys. Assyr Abdulle, Grigorios A. Pavliotis
2012	J	`jnl`	The Overdamped Limit of Dynamic Density Functional Theory: Rigorous Results. Multiscale Model. Simul. Benjamin D. Goddard, Grigorios A. Pavliotis, Serafim Kalliadasis
2009	J	`jnl`	Calculating effective diffusivities in the limit of vanishing molecular diffusion. J. Comput. Phys. Grigorios A. Pavliotis, Andrew M. Stuart, Konstantinos C. Zygalakis
2009	J	`jnl`	Frequency Domain Estimation of Integrated Volatility for Itô Processes in the Presence of Market-Microstructure Noise. Multiscale Model. Simul. Sofia C. Olhede, Adam M. Sykulski, Grigorios A. Pavliotis
2005	J	`jnl`	Analysis of White Noise Limits for Stochastic Systems with Two Fast Relaxation Times. Multiscale Model. Simul. Grigorios A. Pavliotis, Andrew M. Stuart
2003	J	`jnl`	White Noise Limits for Inertial Particles in a Random Field. Multiscale Model. Simul. Grigorios A. Pavliotis, Andrew M. Stuart