| 2025 | CoDIT | Optimal Control Problem Solving Using an Identified Neural Network-based Dynamic Model of a Car-like Robot. | Elizaveta Yu. Shmalko, N. A. Eliseev, Ivan Gromov |
| 2025 | CoDIT | Mobile Robot Motion Planning based on Synthesized Optimal Control with Particle Swarm Optimization. | Elizaveta Yu. Shmalko, Konstantin Yamshanov |
| 2024 | CoDIT | Improved Variation Genetic Algorithm for Travelling Salesman Problem | Askhat I. Diveev, Elizaveta Yu. Shmalko |
| 2024 | CoDIT | Function Search Automated by Evolutionary Machine Learning. | Elizaveta Yu. Shmalko, Askhat I. Diveev, Ivan Gromov |
| 2024 | GECCO | Benchmark Problems for Machine Learning in Control Synthesis. | Elizaveta Yu. Shmalko, Askhat I. Diveev |
| 2023 | CoDIT | Machine Learning Control Synthesis by Symbolic Regression for Avoidance of Arbitrary Positioned Obstacles. | Elizaveta Yu. Shmalko, Askhat I. Diveev |
| 2022 | CoDIT | Synthesized Optimal Control for Mecanum-wheeled Robot. | Elizaveta Yu. Shmalko, Askhat I. Diveev |
| 2020 | CoDIT | Optimal Feedback Control through Numerical Synthesis of Stabilization System. | Askhat I. Diveev, Elizaveta Yu. Shmalko |
| 2019 | CEC | Modified SOMA for Optimal Control Problem | Askhat I. Diveev, Elena A. Sofronova, Elizaveta Yu. Shmalko |
| 2019 | CoDIT | Hybrid Evolutionary Algorithm for Synthesized Optimal Control Problem for Group of Interacting Robots. | Askhat I. Diveev, Elizaveta Yu. Shmalko |
| 2019 | CoDIT | Theoretical Fundamentals for Unimodality Estimation of an Objective Functional in the Optimal Control Problem. | Askhat I. Diveev, Elizaveta Yu. Shmalko, Elena A. Sofronova |
| 2017 | CoDIT | Automatic search of reliability function by symbolic regression. | Askhat I. Diveev, Elizaveta Yu. Shmalko, Elena A. Sofronova, V. V. Zhadnov |
| 2016 | CoDIT | Optimal control synthesis for group of robots by multilayer network operator. | Askhat I. Diveev, Elizaveta Yu. Shmalko |
| 2013 | CEC | Intellectual evolution method for synthesis of mobile robot control system. | Askhat I. Diveev, Damir Khamadiyarov, Elizaveta Yu. Shmalko, Elena A. Sofronova |