Papers matching “machine learning optimization” 775
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Using Machine Learning Methods to Assess Module Performance Contribution in Modular Optimization Frameworks2023 Zenodo (CERN European Organization for Nuclear Research) article Business, Management and Accounting Product Development and Customization Open access
Ana Kostovska, Diederick Vermetten, Peter Korošec, Sašo Džeroski, Carola Doerr, Tome Eftimov
0citations -
Recent advances in metasurface design and quantum optics applications with machine learning, physics-informed neural networks, and topology optimization methods2023 Light Science & Applications article Materials Science Metamaterials and Metasurfaces Applications Open access
Wenye Ji, Jin Chang, He‐Xiu Xu, J. R. Gao, Simon Gröblacher, Hendrik Paul Urbach, +1 more
270citations -
Recent Advances in Metasurface Design and Quantum Optics Applications with Machine Learning, Physics-Informed Neural Networks, and Topology Optimization Methods2023 arXiv (Cornell University) preprint Materials Science Metamaterials and Metasurfaces Applications Open access
Wenye Ji, He‐Xiu Xu, Jian Gao, Simon Gröblacher, Paul Urbach, Aurèle J. L. Adam
0citations -
Avoiding Replicates in Biocatalysis Experiments: Machine Learning for Enzyme Cascade Optimization2024 ChemCatChem article Biochemistry, Genetics and Molecular Biology Enzyme Catalysis and Immobilization Open access
Regine Siedentop, Maximilian Siska, Johanna Hermes, Stephan Lütz, Eric von Lieres, Katrin Rosenthal
9citations -
Sustainable Inhalable Anti-infective Microparticle Manufacturing Through Life Cycle and Cost Analysis with Machine Learning Optimization2026 ACS Sustainable Resource Management article Medicine Inhalation and Respiratory Drug Delivery Open access
Ying Liu, X Q Li, Yue Wang, Xiya Sun, S S Zhao, Lynda Thubelihle Kanye, +5 more
0citations -
Optimizing Pavement Maintenance with AI: A Data-Driven Framework Integrating Optimization and Machine Learning2026 International Journal of Pavement Research and Technology article Engineering Infrastructure Maintenance and Monitoring Open access
Tiago Tamagusko, Sérgio Copetti Callai, Matheus Gomes Correia, A M Ferreira
2citations -
A causal perspective on Machine Learning for concrete quality predictions and data-driven mixture optimization2026 Zenodo (CERN European Organization for Nuclear Research) preprint Engineering Concrete and Cement Materials Research Open access
Thorsten Kalb, Anil Esen, Elsa Qoku, Thomas Matschei, Chiara Masiero, Gian Antonio Susto
0citations -
Using Reinforcement Learning for Optimization of a Workpiece Clamping Position in a Machine Tool2020 International Conference on Enterprise Information Systems conference-paper Engineering Manufacturing Process and Optimization Open access
Владимир Самсонов, Chrismarie Enslin, Hans-Georg Köpken, Schirin Baer, Daniel Lütticke
7citations -
Learning multiple defaults for machine learning algorithms2021 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Machine Learning and Data Classification Open access
Florian Pfisterer, Jan N. van Rijn, Philipp Probst, Andreas Christian Müller, Bernd Bischl
28citations -
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 -
Using Machine Learning Methods to Assess Module Performance Contribution in Modular Optimization Frameworks2024 Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access
Ana Kostovska, Diederick Vermetten, Peter Korošec, Sašo Džeroski, Carola Doerr, Tome Eftimov
6citations