Mikhail Maslyaev

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 13

Top Topics

Fitness Function

Pareto Dominance

Differential Equations

Mathematical Models

Top Venues

GECCO Companion

Publications

Mikhail Maslyaev, Alexander Hvatov
Comparison of Single- and Multi- Objective Optimization Quality for Evolutionary Equation Discovery. GECCO Companion (2023)
Mikhail Maslyaev, Alexander Hvatov
Comparison of Single- and Multi- Objective Optimization Quality for Evolutionary Equation Discovery. CoRR (2023)
Mikhail Maslyaev, Alexander Hvatov
Solver-Based Fitness Function for the Data-Driven Evolutionary Discovery of Partial Differential Equations. CEC (2022)
Mikhail Maslyaev, Alexander Hvatov
Multi-objective discovery of PDE systems using evolutionary approach. CoRR (2021)
Mikhail Maslyaev, Alexander Hvatov
Multi-Objective Discovery of PDE Systems Using Evolutionary Approach. CEC (2021)
Mikhail Maslyaev, Alexander Hvatov, Anna V. Kalyuzhnaya
Partial differential equations discovery with EPDE framework: Application for real and synthetic data. J. Comput. Sci. 53 (2021)
Alexander Hvatov, Mikhail Maslyaev, Iana S. Polonskaya, Mikhail Sarafanov, Mark Merezhnikov, Nikolay O. Nikitin
Model-Agnostic Multi-objective Approach for the Evolutionary Discovery of Mathematical Models. OL2A (2021)
Anna V. Kalyuzhnaya, Nikolay O. Nikitin, Alexander Hvatov, Mikhail Maslyaev, Mikhail Yachmenkov, Alexander Boukhanovsky
Towards Generative Design of Computationally Efficient Mathematical Models with Evolutionary Learning. Entropy 23 (1) (2021)
Alexander Hvatov, Mikhail Maslyaev, Iana S. Polonskaya, Mikhail Sarafanov, Mark Merezhnikov, Nikolay O. Nikitin
Model-agnostic multi-objective approach for the evolutionary discovery of mathematical models. CoRR (2021)
Alexander Hvatov, Mikhail Maslyaev
The data-driven physical-based equations discovery using evolutionary approach. GECCO Companion (2020)
Mikhail Maslyaev, Alexander Hvatov, Anna V. Kalyuzhnaya
Data-Driven Partial Differential Equations Discovery Approach for the Noised Multi-dimensional Data. ICCS (2) (2020)
Alexander Hvatov, Mikhail Maslyaev
The data-driven physical-based equations discovery using evolutionary approach. CoRR (2020)
Mikhail Maslyaev, Alexander Hvatov, Anna V. Kalyuzhnaya
Data-Driven Partial Derivative Equations Discovery with Evolutionary Approach. ICCS (5) (2019)