Yorgos M. Psarellis

According to our database, Yorgos M. Psarellis authored at least 7 papers between 2022 and 2024.

Collaborative distances:

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

2024

Data-driven discovery of chemotactic migration of bacteria via coordinate-invariant machine learning.

Yorgos M. Psarellis, Seungjoon Lee, Tapomoy Bhattacharjee, Sujit S. Datta, Juan M. Bello-Rivas, Ioannis G. Kevrekidis

BMC Bioinform., December, 2024

Active search for Bifurcations.

Yorgos M. Psarellis, Themistoklis P. Sapsis, Ioannis G. Kevrekidis

CoRR, 2024

2023

From partial data to out-of-sample parameter and observation estimation with diffusion maps and geometric harmonics.

Eleni D. Koronaki, Nikolaos Evangelou, Yorgos M. Psarellis, Andreas G. Boudouvis, Ioannis G. Kevrekidis

Comput. Chem. Eng., October, 2023

Equation-Free Computations as DDDAS Protocols for Bifurcation Studies: A Granular Chain Example.

Matthew O. Williams, Yorgos M. Psarellis, D. Pozharskiy, C. Chong, F. Li, J. Yang, Panayotis G. Kevrekidis, Ioannis G. Kevrekidis

CoRR, 2023

Physics-agnostic and Physics-infused machine learning for thin films flows: modeling, and predictions from small data.

Cristina P. Martin-Linares, Yorgos M. Psarellis, Georgios Karapetsas, Eleni D. Koronaki, Ioannis G. Kevrekidis

CoRR, 2023

2022

Limits of Entrainment of Circadian Neuronal Networks.

Yorgos M. Psarellis, Michail E. Kavousanakis, Michael A. Henson, Ioannis G. Kevrekidis

CoRR, 2022

Learning black- and gray-box chemotactic PDEs/closures from agent based Monte Carlo simulation data.

Seungjoon Lee, Yorgos M. Psarellis, Constantinos I. Siettos, Ioannis G. Kevrekidis

CoRR, 2022