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Multi-scale membrane process optimization with high-fidelity ion transport models through machine learning2020 Journal of Membrane Science article Environmental Science Membrane Separation Technologies Open access
Deniz Rall, Artur M. Schweidtmann, Elizaveta Evdochenko, Alexander Mitsos, Matthias Weßling
73citations -
Multi-scale asphalt pavement deformation detection and measurement based on machine learning of full field-of-view digital surface data2023 Transportation Research Part C Emerging Technologies article Engineering Infrastructure Maintenance and Monitoring cited by 1 patent
Jinchao Guan, Xu Yang, Pengfei Liu, Markus Oeser, Hong Han, Yi Li, +1 more
22citations -
Exploratory comparison of control algorithms and machine learning as regulators for a personalized climatization system2021 Energy and Buildings article Engineering Building Energy and Comfort Optimization cited by 1 patent
Henning Metzmacher, Marc Syndicus, Alexander Warthmann, Christoph van Treeck
19citations -
SERIES: eHealth in primary care. Part 6: Global perspectives: Learning from eHealth for low-resource primary care settings and across high-, middle- and low-income countries2023 European Journal of General Practice article Medicine Telemedicine and Telehealth Implementation Open access
Margot M. Rakers, Steven van de Vijver, Paz Bossio, N.P. Moens, Michiel Rauws, Millicent Orera, +6 more
11citations -
Data Analytics Production Line Optimization Model (DAPLOM) - A Systematic Framework for Process Optimizations2021 Lecture notes in production engineering conference-paper Engineering Digital Transformation in Industry
Durmus Harman, Daniel Buschmann, Michael Knapp, Robert Heinrich Schmitt, H. Eigenbrod
4citations -
Towards Sustainable Precision: Machine Learning for Laser Micromachining Optimization2024 Lecture notes in computer science conference-paper Engineering Laser Material Processing Techniques Open access
Luis Correas-Naranjo, Miguel Camacho-Sánchez, Laëtitia Launet, Milena Žurić, Valery Naranjo
0citations -
Exploring the Search Space of Neural Network Combinations obtained with Efficient Model Stitching - Results Data2024 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Advanced Neural Network Applications Open access
Arthur Guijt, Dirk Thierens, Tanja Alderliesten, Peter A. N. Bosman
0citations -
Characterization of the Continuous Transcriptional Heterogeneity in Wilms’ Tumors Using Unsupervised Machine Learning2022 SSRN Electronic Journal preprint Biochemistry, Genetics and Molecular Biology Renal and related cancers Open access
Yaron Trink, Achia Urbach, Benjamin Dekel, Peter Hohenstein, Jacob Goldberger, Tomer Kalisky
0citations -
A causal perspective on Machine Learning for concrete quality predictions and data-driven mixture optimization2026 SSRN Electronic Journal preprint Engineering Concrete and Cement Materials Research Open access
Thorsten Kalb, Anil Esen, Elsa Qoku, Thomas Matschei, Chiara Masiero, Gian Antonio Susto
0citations