Not finding it? Sign in to also search OpenAlex live.
-
Global Sensitivity Analysis to Improve Geomechanical Stress Characterizations Using Physics-Based Machine Learning Models2025 EGU General Assembly Conference Abstracts conference-abstract Physics and Astronomy Model Reduction and Neural Networks Open access
Racha Achour, Denise Degen, Moritz Ziegler, Oliver Heidbach, Andreas Henk, Karsten Reiter, +2 more
0citations -
Digitalizing metallic materials from image segmentation to multiscale solutions via physics informed operator learning2025 npj Computational Materials article Materials Science Machine Learning in Materials Science Open access
Shahed Rezaei, Kianoosh Taghikhani, Alexandre Viardin, Reza Najian Asl, Nikhil Vijay Jagtap, David Benjamin Bailly, +7 more
10citations -
Data-Efficient Characterization of Battery Slurry Viscosity using Uncertainty-Based Active Learning with Neural Networks2025 International Conference on Production Technologies and Systems for E-Mobility (EPTS) conference-paper Materials Science Machine Learning in Materials Science
Rui Yan Li, Christian Wittke, Robert Ludwigs, Paul Lingohr, Heiner Heimes, Oliver Niggemann, +1 more
0citations -
SALTED: a symmetry-adapted machine-learning program for predicting electron-densities in molecules and materials2026 arXiv (Cornell University) preprint Materials Science Machine Learning in Materials Science Open access
Zekun Lou, Alan M. Lewis, T. Bernhard, Lukas Seifert, Agustín Salcedo, Florian Kleemiss, +2 more
0citations -
Sample-Efficient Reinforcement Learning for Continuous Production: A Case Study on High-Modulus Fiber Tape Spreading2026 International Conference on Electrical, Computer and Energy Technologies (ICECET) conference-paper Computer Science Reinforcement Learning in Robotics Open access
Konstantin Zähl, Christoph Henke, Patrick Böhler, Thomas Gries
0citations -
Machine Learning Framework to Identify Individuals at Risk of Rapid Progression of Coronary Atherosclerosis: From the PARADIGM Registry2020 Journal of the American Heart Association article Medicine Cardiac Imaging and Diagnostics Open access
Donghee Han, Kranthi K. Kolli, Subhi Jamal Alaref, Lohendran Baskaran, Alexander R. van Rosendael, Heidi Gransar, +30 more
97citations -
FlopPITy: Enabling self-consistent exoplanet atmospheric retrievals with machine learning2024 Astronomy and Astrophysics article Physics and Astronomy Stellar, planetary, and galactic studies Open access
Francisco Ardévol Martínez, Michiel Min, Daniela Huppenkothen, I. Kamp, Paul I. Palmer
13citations -
Prediction of Gastrointestinal Bleeding Hospitalization Risk in Hemodialysis: Machine Learning vs. Logistic Regression2024 Journal of the American Society of Nephrology article Medicine Gastrointestinal Bleeding Diagnosis and Treatment
Suman Kumar Lama, John W. Larkin, Sheetal Chaudhuri, Yue Jiao, Anke C. Winter, Manuela Stauss‐Grabo, +6 more
0citations -
FlopPITy: Enabling self-consistent exoplanet atmospheric retrievals with machine learning2024 arXiv (Cornell University) preprint Physics and Astronomy Stellar, planetary, and galactic studies Open access
Francisco Ardévol Martínez, Michiel Min, Daniela Huppenkothen, I. Kamp, Paul I. Palmer
0citations -
Genolator: A Multimodal Large Language Model Fusing Natural Language, Genomic, and Structural Tokens for Protein Function Interpretation2025 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Machine Learning in Bioinformatics Open access
Martin Danner, Tanhim Islam, Matthias Begemann, Florian Kraft, Miriam Elbracht, Ingo Kurth, +1 more
0citations -
Genolator enables protein function interpretation using a multimodal large language model fusing genomic and structural interpretation with natural language interaction2026 Genome biology article Biochemistry, Genetics and Molecular Biology Machine Learning in Bioinformatics Open access
Martin Danner, Tanhim Islam, Matthias Begemann, Florian Kraft, Miriam Elbracht, Ingo Kurth, +1 more
0citations -
Abstract 4137423: Can Machine Learning Help Prioritise Who to Screen for Elevated Lipoprotein(a) (Lp[a]) in the General Population vs a Screen all Approach? An Analysis from UK Biobank
Christophe A. T. Stevens, Fotios Barkas, Julia Brandts, Sunganani Kwilasi, Alireza S. Mahani, Antonio J. Vallejo‐Vaz, +2 more
0citations