Alex Kummer

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 8

Top Topics

Optimization Problems

Generally Applicable

Reinforcement Learning

Receding Horizon

Top Venues

Comput. Chem. Eng.

Publications

Éva Kenyeres, Alex Kummer, János Abonyi
Machine Learning Classifier-Based Metrics Can Evaluate the Efficiency of Separation Systems. Entropy 26 (7) (2024)
Tamás Kegyes, Alex Kummer, Zoltán Süle, János Abonyi
Generally Applicable Q-Table Compression Method and Its Application for Constrained Stochastic Graph Traversal Optimization Problems. Inf. 15 (4) (2024)
Ádám Sass, Alex Kummer, János Abonyi
Multi-agent reinforcement learning-based exploration of optimal operation strategies of semi-batch reactors. Comput. Chem. Eng. 162 (2022)
Pál Péter Hanzelik, Alex Kummer, János Abonyi
Edge-Computing and Machine-Learning-Based Framework for Software Sensor Development. Sensors 22 (11) (2022)
Alex Kummer, Tamás Varga, Lajos Nagy
Semi-batch reactor control with NMPC avoiding thermal runaway. Comput. Chem. Eng. 134 (2020)
Alex Kummer, Lajos Nagy, Tamás Varga
NMPC-based control scheme for a semi-batch reactor under parameter uncertainty. Comput. Chem. Eng. 141 (2020)
Alex Kummer, Tamás Varga, János Abonyi
Genetic programming-based development of thermal runaway criteria. Comput. Chem. Eng. 131 (2019)
Alex Kummer, Tamás Varga
Feeding trajectory optimization in fed-batch reactor with highly exothermic reactions. Comput. Chem. Eng. 98 (2017)