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Insight to Gene Expression From Promoter Libraries With the Machine Learning Workflow Exp2Ipynb2021 Frontiers in Bioinformatics article Biochemistry, Genetics and Molecular Biology Microbial Metabolic Engineering and Bioproduction Open access
Ulf W. Liebal, Sebastian Köbbing, Linus Netze, Artur M. Schweidtmann, Alexander Mitsos, Lars M. Blank
11citations -
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
16citations -
Application of Machine Learning in Nanotoxicology: A Critical Review and Perspective2024 Environmental Science & Technology article Materials Science Machine Learning in Materials Science Open access
Yunchi Zhou, Ying Wang, Willie J.G.M. Peijnenburg, Martina G. Vijver, Surendra Balraadjsing, Zhaomin Dong, +9 more
32citations -
Report of RILEM TC 281-CCC: insights into factors affecting the carbonation rate of concrete with SCMs revealed from data mining and machine learning approaches2024 Materials and Structures article Engineering Concrete and Cement Materials Research Open access
Anya Vollpracht, Gregor J. G. Gluth, Bart Rogiers, Ikenna D. Uwanuakwa, Quoc Tri Phung, Yury Villagrán Zaccardi, +10 more
30citations -
Drug Design in the Exascale Era: A Perspective from Massively Parallel QM/MM Simulations2023 Journal of Chemical Information and Modeling article Physics and Astronomy Advanced Chemical Physics Studies Open access
Bharath Raghavan, Mirko Paulikat, Katya Ahmad, Lara Callea, Andrea Rizzi, Emiliano Ippoliti, +4 more
58citations -
Towards digital twins of waste sorting plants: Developing data-driven process models of industrial-scale sensor-based sorting units by combining machine learning with near-infrared-based process monitoring2023 Resources Conservation and Recycling article Engineering Fault Detection and Control Systems Open access
Nils Kroell, Abtin Maghmoumi, Tobias Dietl, Xiaozheng Chen, Bastian Küppers, Tabea Scherling, +2 more
36citations -
Usability and Usefulness of Machine Learning–Based Clinical Decision Support Software in Primary Care: Survey of Users in a Prospective Observational Study2026 JMIR Medical Informatics article Health Professions Electronic Health Records Systems Open access
Willem Ernst Herter, Janine Khuc, Tobias Nicolaas Bonten, Robert A. Verheij, Mattijs Everard Numans, Niels Henrik Chavannes
0citations -
Advancing the C 4 low-temperature oxidation chemistry through species measurements in a rapid compression machine, Part A: 1-Butene2024 Combustion and Flame article Chemical Engineering Advanced Combustion Engine Technologies Open access
Jesus Caravaca-Vilchez, Jiaxin Liu, Pengzhi Wang, Yuki Murakami, Henry J. Curran, Karl Alexander Heufer
0citations -
Toward a Climate OSSE Framework for Satellite Mission Design2025 Bulletin of the American Meteorological Society article Environmental Science Climate variability and models Open access
Ann M. Fridlind, Gregory S. Elsaesser, Marcus van Lier‐Walqui, G Cesana, Elizabeth C. Weatherhead, George Tselioudis, +20 more
0citations -
Accurate prediction of HLA class II antigen presentation across all loci using tailored data acquisition and refined machine learning2023 Science Advances article Biochemistry, Genetics and Molecular Biology vaccines and immunoinformatics approaches Open access
Jonas Birkelund Nilsson, Saghar Kaabinejadian, Hooman Yari, Michel G.D. Kester, Peter van Balen, William H. Hildebrand, +1 more
170citations