Alex Kummer

11 papers Journal 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
ObServML: Deployable Python application for compact and modular systems monitoring.
SoftwareX
Ádám Ipkovich, János Abonyi, Alex Kummer
2024 J jnl
Data Reconciliation-Based Hierarchical Fusion of Machine Learning Models.
Mach. Learn. Knowl. Extr.
Pál Péter Hanzelik, Alex Kummer, János Abonyi
2024 J jnl
Generally Applicable Q-Table Compression Method and Its Application for Constrained Stochastic Graph Traversal Optimization Problems.
Inf.
Tamás Kegyes, Alex Kummer, Zoltán Süle, János Abonyi
2024 J jnl
Machine Learning Classifier-Based Metrics Can Evaluate the Efficiency of Separation Systems.
Entropy
Éva Kenyeres, Alex Kummer, János Abonyi
2024 J jnl
Resilience-based explainable reinforcement learning in chemical process safety.
Comput. Chem. Eng.
Kinga Szatmári, Gergely Horváth, Sándor Németh, Wenshuai Bai, Alex Kummer
2022 J jnl
Edge-Computing and Machine-Learning-Based Framework for Software Sensor Development.
Sensors
Pál Péter Hanzelik, Alex Kummer, János Abonyi
2022 J jnl
Multi-agent reinforcement learning-based exploration of optimal operation strategies of semi-batch reactors.
Comput. Chem. Eng.
Ádám Sass, Alex Kummer, János Abonyi
2020 J jnl
NMPC-based control scheme for a semi-batch reactor under parameter uncertainty.
Comput. Chem. Eng.
Alex Kummer, Lajos Nagy, Tamás Varga
2020 J jnl
Semi-batch reactor control with NMPC avoiding thermal runaway.
Comput. Chem. Eng.
Alex Kummer, Tamás Varga, Lajos Nagy
2019 J jnl
Genetic programming-based development of thermal runaway criteria.
Comput. Chem. Eng.
Alex Kummer, Tamás Varga, János Abonyi
2017 J jnl
Feeding trajectory optimization in fed-batch reactor with highly exothermic reactions.
Comput. Chem. Eng.
Alex Kummer, Tamás Varga