Alex Kummer

According to our database, Alex Kummer authored at least 10 papers between 2017 and 2024.

Collaborative distances:

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

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