Alexei Makeev

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 2

Top Topics

Machine Learning

Improved Algorithm

Top Venues

Comput. Chem. Eng.

Publications

Nikolaos Evangelou, Tianqi Cui, Juan M. Bello-Rivas, Alexei Makeev, Ioannis G. Kevrekidis
Tipping Points of Evolving Epidemiological Networks: Machine Learning-Assisted, Data-Driven Effective Modeling. CoRR (2023)
Felix Dietrich, Alexei Makeev, George Kevrekidis, Nikolaos Evangelou, Tom Bertalan, Sebastian Reich, Ioannis G. Kevrekidis
Learning effective stochastic differential equations from microscopic simulations: combining stochastic numerics and deep learning. CoRR (2021)
Alexei Makeev, Ioannis G. Kevrekidis
A hybrid stochastic-deterministic algorithm for lattice-gas models of catalytic reactions and the computation of TPD spectra. Comput. Chem. Eng. 60 (2014)
Christophe Vandekerckhove, Benjamin Sonday, Alexei Makeev, Dirk Roose, Ioannis G. Kevrekidis
A common approach to the computation of coarse-scale steady states and to consistent initialization on a slow manifold. Comput. Chem. Eng. 35 (10) (2011)