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Machine learning assisted classification of staphylococcal biofilm maturity2025 Biofilm article Biochemistry, Genetics and Molecular Biology Bacterial biofilms and quorum sensing Open access
Sven C. J. van Dun, Ana Santos Silva-Herdade, Ana Salomé Veiga, Miguel A. R. B. Castanho, Peter H. Nibbering, Bart G. C. W. Pijls, +2 more
4citations -
Integrating Functional Genomic Descriptors into Explainable Machine-Learning Models for Cross-Aquatic Species Prediction of Metal-Containing Nanomaterials Ecotoxicity2026 Environmental Science & Technology Letters article Environmental Science Environmental Toxicology and Ecotoxicology
Yunchi Zhou, Ying Wang, Willie J.G.M. Peijnenburg, Martina G. Vijver, Kmy Leung, Surendra Balraadjsing, +3 more
0citations -
Automating Hot Rolling Pass Scheduling with Surrogate Models and Reinforcement Learning2026 International Conference on Mechanical Engineering and Robotics Research (ICMERR) conference-paper Engineering Scheduling and Optimization Algorithms Open access
Lucky-Aubrey Adam, Tamoghna Majumder, Emad Scharifi, Aymen Gannouni, David Benjamin Bailly, Anas Abdelrazeq, +2 more
0citations -
Data from: Parameter estimation from phylogenetic trees using neural networks and ensemble learning2025 University of Groningen research database (University of Groningen / Centre for Information Technology) dataset Earth and Planetary Sciences Evolution and Paleontology Studies Open access
Tianjian Qin, Koen J. van Benthem, Luís Valente, Rampal S. Etienne
0citations -
Patient-Specific Finetuning of Deep Learning Models for Adaptive Radiotherapy in Prostate CT2020 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Computer Science Medical Image Segmentation Techniques Open access cited by 4 patents
Mohamed S. Elmahdy, Tanuj Ahuja, Uulke A. van der Heide, Marius Staring
18citations -
Transfer Learning of Surrogate Models via Domain Affine Transformation Across Synthetic and Real-World Benchmarks2025 IEEE Congress on Evolutionary Computation (CEC) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Shuaiqun Pan, Diederick Vermetten, Manuel López‐Ibáñez, Thomas Bäck, Hao Wang
2citations -
Transfer Learning of Surrogate Models via Domain Affine Transformation Across Synthetic and Real-World Benchmarks2025 arXiv (Cornell University) preprint Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Shuaiqun Pan, Diederick Vermetten, Manuel López‐Ibáñez, Thomas Bäck, Hao Wang
2citations -
Constitutive artificial neural networks: A fast and general approach to predictive data-driven constitutive modeling by deep learning2020 Journal of Computational Physics article Materials Science Machine Learning in Materials Science Open access cited by 3 patents
Kevin Linka, Markus Hillgärtner, Kian P. Abdolazizi, Roland Can Aydin, Mikhail Itskov, Christian Johannes Cyron
341citations -
Discovery of liquid crystalline polymers with high thermal conductivity using machine learning2025 npj Computational Materials article Materials Science Machine Learning in Materials Science Open access
Hayato Maeda, Stephen Wu, Rika Marui, Erina Yoshida, Kan Hatakeyama‐Sato, Yuta Nabae, +13 more
20citations -
Deep learning image enhancement algorithms in PET/CT imaging: a phantom and sarcoma patient radiomic evaluation2025 European Journal of Nuclear Medicine and Molecular Imaging article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Lara M. Bonney, Gijsbert M. Kalisvaart, Floris H. P. van Velden, Kevin Martin Bradley, Andrew Bassim Hassan, Willem Grootjans, +1 more
8citations -
A symmetry-preserving and transferable representation for learning the Kohn-Sham density matrix2025 arXiv (Cornell University) preprint Materials Science Machine Learning in Materials Science Open access
Liwei Zhang, Patrizia Mazzeo, Michele Nottoli, Edoardo Cignoni, Lorenzo Cupellini, Benjamin Stamm
1citations