Papers matching “geometric machine learning” 67
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Introduction to Geometric Learning in Python with Geomstats2020 Proceedings of the Python in Science Conferences conference-paper Computer Science Topological and Geometric Data Analysis Open access
Nina Miolane, Nicolas Guigui, Hadi Zaatiti, Christian Shewmake, Hatem Hajri, Daniel Brooks, +14 more
7citations -
An open-source robust machine learning platform for real-time detection and classification of 2D material flakes2024 Machine Learning Science and Technology article Engineering Industrial Vision Systems and Defect Detection Open access
Jan-Lucas Uslu, Taoufiq Ouaj, David Tebbe, Jo Henri Bertram, Marc Schütte, Kenji Watanabe, +4 more
25citations -
A first-principles and machine learning combined method to investigate the interfacial friction between corrugated graphene2021 Modelling and Simulation in Materials Science and Engineering article Materials Science Machine Learning in Materials Science
Zugang Liu, Xinpeng Zhao, Heyuan Wang, Yuan Ma, Lei Gao, Haiyou Huang, +3 more
9citations -
An open-source robust machine learning platform for real-time detection and classification of 2D material flakes2023 arXiv (Cornell University) preprint Materials Science 2D Materials and Applications Open access
Jan-Lucas Uslu, Taoufiq Ouaj, David Tebbe, Jo Henri Bertram, Marc Schütte, Kenji Watanabe, +4 more
2citations -
A Machine Learning Framework for Quantifying Chemical Segregation and Microstructural Features in Atom Probe Tomography Data2023 Microscopy and Microanalysis article Engineering Advanced Materials Characterization Techniques Open access
Alaukik Saxena, Nikita Polin, Navyanth Kusampudi, Shyam Katnagallu, Leopoldo Molina‐Luna, Oliver Gutfleisch, +4 more
20citations -
Clustering has a meaning: optimization of angular similarity to detect 3D geometric anomalies in geological terrains2022 Solid Earth article Earth and Planetary Sciences Geological Modeling and Analysis Open access cited by 1 patent
Michał Michalak, Lesław Teper, Florian Wellmann, Jerzy Żaba, Krzysztof Gaidzik, Marcin Kostur, +2 more
3citations -
AI-based spatially resolved parameter prediction in laser metal deposition for increased process stability2024 Journal of Laser Applications article Engineering Additive Manufacturing Materials and Processes Open access
Max Gero Zimmermann, Johannes Lengler, Viktor Glushych, Thomas Schopphoven, Wilhelm Meiners, C. Haefner, +1 more
3citations