Grigorios A. Pavliotis
- Computation and Control of Unstable Steady States for Mean Field Multiagent Systems
2024/06/17 by Sara Bicego, Bicego, Sara, Dante Kalise +3 · 5 citations
Computer Science · #Distributed Control Multi-Agent Systems #FOS: Mathematics #Numerical Analysis (math.NA) #Optimization and Control (math.OC)
- Accelerated convergence to equilibrium and reduced asymptotic variance\n for Langevin dynamics using Stratonovich perturbations
2019/03/07 by Assyr Abdulle, Grigorios A. Pavliotis, Abdulle, Assyr +3 · 1 citation
Mathematics · Computer Science · #Markov Chains and Monte Carlo Methods #Blind Source Separation Techniques #Bayesian Methods and Mixture Models
- Eigenfunction martingale estimating functions and filtered data for drift estimation of discretely observed multiscale diffusions
2021/04/21 by Assyr Abdulle, Grigorios A. Pavliotis, Abdulle, Assyr +3 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Mathematics · #Advanced Mathematical Modeling in Engineering #FOS: Mathematics #Mathematical Biology Tumor Growth #Numerical Analysis (math.NA) #Single-cell and spatial transcriptomics
- Phase transitions for interacting particle systems on random graphs
2025/04/03 by Benedetta Bertoli, Bertoli, Benedetta, Grigorios A. Pavliotis +3 · 2 citations
Physics and Astronomy · Mathematics · #Complex Network Analysis Techniques #Theoretical and Computational Physics #Stochastic processes and statistical mechanics
- Approximating particle-based clustering dynamics by stochastic PDEs
2024/07/12 by Nathalie Wehlitz, Wehlitz, Nathalie, Mohsen Sadeghi +9 · 1 citation
Computer Science · #35B36 #35Q70 #35R09 #35R60 #65C35 #Advanced Clustering Algorithms Research #FOS: Biological sciences #FOS: Mathematics #Probability (math.PR) #Quantitative Methods (q-bio.QM)
- Neural parameter calibration and uncertainty quantification for epidemic forecasting
2023/12/05 by Thomas A. Gaskin, Tim Conrad, Gaskin, Thomas +5 · 1 citation
Computer Science · Mathematics · Medicine · #49-02 #68-02 #92-02 #COVID-19 diagnosis using AI #COVID-19 epidemiological studies #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #G.1.6 #G.3 #I.2.1 #J.3 #Machine Learning (cs.LG) #Machine Learning in Healthcare #Optimization and Control (math.OC) #Physics and Society (physics.soc-ph)
- Multi-species McKean-Vlasov dynamics in non-convex landscapes
2025/07/10 by Manh Hong Duong, Grigorios A. Pavliotis, Duong, Manh Hong +3 · 1 citation
Mathematics · Physics and Astronomy · #Mathematical Biology Tumor Growth #Statistical Mechanics and Entropy #Gas Dynamics and Kinetic Theory
- On the diffusive-mean field limit of a kinetic weakly interacting particle system
2026/07/17 by Raphaël Gastaldello, Grigorios A. Pavliotis, Gabriel Stoltz +1
#math.AP #math.PR