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Constructing Impactful Machine Learning Research for Astronomy: Best Practices for Researchers and Reviewers2023 arXiv (Cornell University) preprint Engineering Astronomical Observations and Instrumentation Open access
Daniela Huppenkothen, Michelle Ntampaka, Matthew Ho, M. Fouesneau, B. Nord, Joshua E. G. Peek, +15 more
2citations -
On-sky demonstration of self-learning predictive control with MagAO-X2026 arXiv (Cornell University) preprint Physics and Astronomy Adaptive optics and wavefront sensing Open access
Sebastiaan Y. Haffert, Jared R. Males, Parker T. Johnson, Laird M. Close, Olivier Guyon, Jay K. Kueny, +10 more
0citations -
Less is More: A Call to Focus on Simpler Models in Genetic Programming for Interpretable Machine Learning2023 ArTS Archivio della ricerca di Trieste (University of Trieste https://www.units.it/) conference-paper Computer Science Evolutionary Algorithms and Applications Open access
Marco Virgolin, Eric Medvet, Tanja Alderliesten, Peter A. N. Bosman
0citations -
Efficient surrogate models for materials science simulations: Machine learning-based prediction of microstructure properties2024 Machine Learning with Applications article Materials Science Machine Learning in Materials Science Open access
Binh Duong Nguyen, Pavlo Potapenko, Aytekin Demirci, Kishan Govind, Sébastien Bompas, Stefan Sandfeld
22citations -
Iterative Learning Pressure and Flow Control of a Bioreactor for Tissue Engineered Heart Valves2021 IEEE Conference on Control Technology and Applications (CCTA) conference-paper Engineering Iterative Learning Control Systems
Kirsten Vos, Maike Ketelhut, Jonas Gesenhues, Maximilian P. Werner, Thomas Schmitz‐Rode, Dirk Abel
3citations -
A neurocognitive model of early onset persistent and desistant antisocial behavior in early adulthood2023 Frontiers in Human Neuroscience article Psychology Psychopathy, Forensic Psychiatry, Sexual Offending Open access
Ilse H. van de Groep, Marieke Geerte Nynke Bos, Arne Popma, Eveline A. Crone, Lucres M. C. Jansen
6citations -
Large language models streamline automated machine learning for clinical studies2024 Nature Communications article Medicine Artificial Intelligence in Healthcare and Education Open access
Soroosh Tayebi Arasteh, Tianyu Han, Mahshad Lotfinia, Christiane Katharina Kuhl, Jakob Nikolas Kather, Daniel Truhn, +1 more
115citations -
A virtual calibration chamber for cone penetration test based on deep-learning approaches2024 Journal of Rock Mechanics and Geotechnical Engineering article Engineering Geotechnical Engineering and Soil Mechanics Open access
Mingpeng Liu, Enci Sun, Ningning Zhang, Fengwen Lai, Raúl Fuentes
12citations -
Critical appraisal of machine learning prognostic models for acute pancreatitis: protocol for a systematic review2024 Diagnostic and Prognostic Research review Medicine Pancreatitis Pathology and Treatment Open access
Amier Hassan, Brian Critelli, Ila Lahooti, Ali Lahooti, Nate Matzko, Jan Niklas Adams, +13 more
4citations -
Electric Machine Co-Optimization: System Design Process Using Bayesian Optimization and Nonlinear Model Predictive Control2024 SSRN Electronic Journal preprint Engineering Electric and Hybrid Vehicle Technologies Open access
Christoph Wellmann, Abdul Rahman Khaleel, Tobias Brinkmann, Alexander Wahl, Christian Monissen, Markus Eisenbarth, +1 more
0citations -
Development of machine-learning algorithms for 90-day and one-year mortality prediction in the elderly with femoral neck fractures based on the HEALTH and FAITH trials
Hidde Dijkstra, Jacobien H. F. Oosterhoff, Anouk van de Kuit, Frank F. A. IJpma, Joseph Hasbrouck Schwab, Rudolf Wilhelm Poolman, +7 more
17citations -
Hybrid Deep Learning for Botnet Attack Detection in the Internet-of-Things Networks2020 IEEE Internet of Things Journal article Computer Science Network Security and Intrusion Detection Open access cited by 1 patent
Segun Isaiah Popoola, Bamidele Adebisi, Mohammad Ali A. Hammoudeh, Guan Gui, Haris Gacanin
249citations