Alex Kummer

According to our database, Alex Kummer authored at least 12 papers between 2017 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

ObServML: Deployable Python application for compact and modular systems monitoring.

Ádám Ipkovich, János Abonyi, Alex Kummer

SoftwareX, 2026

Reactor runaway aware RL Agents for safe reactor operation.

Balázs Fricz, Kinga Szatmári, Sándor Németh, Lajos Nagy, Wenshuai Bai, Alex Kummer

Comput. Chem. Eng., 2026

2024

Machine Learning Classifier-Based Metrics Can Evaluate the Efficiency of Separation Systems.

Éva Kenyeres, Alex Kummer, János Abonyi

Entropy, July, 2024

Generally Applicable Q-Table Compression Method and Its Application for Constrained Stochastic Graph Traversal Optimization Problems.

Tamás Kegyes, Alex Kummer, Zoltán Süle, János Abonyi

Inf., April, 2024

Data Reconciliation-Based Hierarchical Fusion of Machine Learning Models.

Pál Péter Hanzelik, Alex Kummer, János Abonyi

Mach. Learn. Knowl. Extr., 2024

Resilience-based explainable reinforcement learning in chemical process safety.

Kinga Szatmári, Gergely Horváth, Sándor Németh, Wenshuai Bai, Alex Kummer

Comput. Chem. Eng., 2024

2022

Edge-Computing and Machine-Learning-Based Framework for Software Sensor Development.

Pál Péter Hanzelik, Alex Kummer, János Abonyi

Sensors, 2022

Multi-agent reinforcement learning-based exploration of optimal operation strategies of semi-batch reactors.

Ádám Sass, Alex Kummer, János Abonyi

Comput. Chem. Eng., 2022

2020

Semi-batch reactor control with NMPC avoiding thermal runaway.

Alex Kummer, Tamás Varga, Lajos Nagy

Comput. Chem. Eng., 2020

NMPC-based control scheme for a semi-batch reactor under parameter uncertainty.

Alex Kummer, Lajos Nagy, Tamás Varga

Comput. Chem. Eng., 2020

2019

Genetic programming-based development of thermal runaway criteria.

Alex Kummer, Tamás Varga, János Abonyi

Comput. Chem. Eng., 2019

2017

Feeding trajectory optimization in fed-batch reactor with highly exothermic reactions.

Alex Kummer, Tamás Varga

Comput. Chem. Eng., 2017