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Alex Kummer

University of Pannonia

10H-index
43Paper Count
379Citation Count
Published Papers 24
Publication Date
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A unified utility function-based framework for prior-informed surrogate modeling
errJournal of Process Control
IF3.9
err2026-07-09
err0
PREAI
errAndrás Edvy; Alex Kummer; János Abonyi
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errSave
Subtractive clustering for spatial resource allocation problems in waste management
errScientific Reports
IF3.9
err2026-03-25
err0
errOAAI
errÉva Kenyeres; Alex Kummer; János Abonyi
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errSave
Kolmogorov-Arnold and deep learning networks for industrial explainable product quality prediction
errDigital Chemical Engineering
IF4.1
err2026-01-19
err0
errOAAI
errBalázs Fricz; Gergely Horváth; Alex Kummer
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errSave
Data fusion of spectroscopic data for enhancing machine learning model performance
errDigital Chemical Engineering
IF4.1
err2025-10-24
err0
errOAAI
errPál Péter Hanzelik; Szilveszter Gergely; János Abonyi; Alex Kummer
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errSave
An open-source dataset of heat-integrated side-stream extractive distillation process to support development of fault diagnosis algorithms
errProcess Safety and Environmental Protection
IF7.8
err2025-09-18
err0
PREAI
errXingyu Wen; Wenshuai Bai; Tailin Ren; Jingxin Wang; Alex Kummer; Jianhua Lv
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errSave
Bottom-up segmentation of composite structures for cost-efficient manufacturing
errCIRP Journal of Manufacturing Science and Technology
IF5.4
err2025-09-16
err0
errOAAI
errÁdám Ipkovich; Alex Kummer; Balázs Fodor; Gergely Erdős; László Takács; János Abonyi
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errSave
How to support decision making with reinforcement learning in hierarchical chemical process control?
errCHEMICAL ENGINEERING JOURNAL ADVANCES
IF7.1
err2025-05-01
err0
errOAAI
errSzatmari, Kinga; Chovan, Tibor; Nemeth, Sandor; Kummer, Alex
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Soft-sensor development for product quality estimation with time delay and feature selection in industrial MDI production
errCHEMICAL ENGINEERING JOURNAL ADVANCES
IF7.1
err2025-05-01
err0
errOAAI
errHorvath, Gergely; Trujillo, Vilaboy Jose; Reti, Jozsef; Kozar, Zoltan; Varga, Tamas; Kummer, Alex
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errSave
Resilience-based explainable reinforcement learning in chemical process
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2024-12-01
err0
errOAAI
errSzatmari, Kinga; Horvath, Gergely; Nemeth, Sandor; Bai, Wenshuai; Kummer, Alex
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errSave
Data Reconciliation-Based Hierarchical Fusion of Machine Learning Models
errMACHINE LEARNING AND KNOWLEDGE EXTRACTION
IF6
err2024-11-11
err0
errOAAI
errHanzelik, Pal Peter; Kummer, Alex; Abonyi, Janos
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Exploring the essential features influencing the synthesis of methylenedianiline to support industrial processes
errCHEMICAL ENGINEERING RESEARCH & DESIGN
IF3.9
err2024-08-01
err0
errOAAI
errHorvath, Gergely; Trujillo, Vilaboy Jose; Reti, Jozsef; Kozar, Zoltan; Kummer, Alex; Varga, Tamas
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errSave
Iterative experimental design and identifiability analysis of composite material failure models
errHELIYON
IF3.6
err2024-05-01
err1
errOAAI
errIpkovich, Adam; Kummer, Alex; Kovacs, Laszlo; Fodor, Balazs; Abonyi, Janos
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errSave
Integration of resilience engineering and reinforcement learning in chemical process safety
errPROCESS SAFETY AND ENVIRONMENTAL PROTECTION
IF7.8
err2024-01-01
err4
errOAAI
errSzatmari, Kinga; Nemeth, Sandor; Kummer, Alex
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errSave
Exploration and Model-Based Analysis of Reaction Mechanisms Related to the Formation of Methylenedianiline
errINDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF3.9
err2023-03-06
err3
PREAI
errHorvath, Gergely; Kummer, Alex; Kozar, Zoltan; Varga, Tamas
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errSave
Machine learning-based software sensors for machine state monitoring-The role of SMOTE-based data augmentation
errRESULTS IN ENGINEERING
IF7.9
err2022-12-01
err11
errOAAI
errKummer, Alex; Ruppert, Tamas; Medvegy, Tibor; Abonyi, Janos
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errSave
Edge-Computing and Machine-Learning-Based Framework for Software Sensor Development
errSENSORS
IF3.5
err2022-06-03
err9
errOAAI
errHanzelik, Pal Peter; Kummer, Alex; Abonyi, Janos
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errSave
Multi-agent reinforcement learning-based exploration of optimal operation strategies of semi-batch reactors
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2022-06-01
err7
errOAAI
errSass, Adam; Kummer, Alex; Abonyi, Janos
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errSave
What do we know already about reactor runaway? - A review
errPROCESS SAFETY AND ENVIRONMENTAL PROTECTION
IF7.8
err2021-03-01
err51
errOAAI
errKummer, Alex; Varga, Tamas
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errSave
NMPC-based control scheme for a semi-batch reactor under parameter uncertainty
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2020-10-01
err8
errOAAI
errKummer, Alex; Nagy, Lajos; Varga, Tamas
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errSave
Semi-batch reactor control with NMPC avoiding thermal runaway
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2020-03-01
err17
errOAAI
errKummer, Alex; Varga, Tamas; Nagy, Lajos
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
J
János Abonyi
H-index: 43 · Papers: 426
J
Jingxin Wang
H-index: 38 · Papers: 327
L
Lajos Nagy
H-index: 25 · Papers: 95
S
Szilveszter Gergely
H-index: 20 · Papers: 95
T
Tamás Ruppert
H-index: 19 · Papers: 109
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