Papers matching “machine learning benchmarking” 252
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Benchmarking short-range machine learning potentials for atomistic simulations of metal/electrolyte interfaces2026 arXiv (Cornell University) preprint Materials Science Machine Learning in Materials Science Open access
Lucas B. T. de Kam, Jiaxin Zhu, Ankit Mathanker, Katharina Doblhoff-Dier, Nitish Govindarajan
1citations -
ESAFORM Benchmark 2025: predicting stainless steel PBF-LB part density using statistical, data-driven, and physics-informed machine learning models derived from process parameters and in-situ monitoring data2026 International Journal of Material Forming article Engineering Additive Manufacturing Materials and Processes Open access cited by 1 patent
Medad C.C. Monu, Éanna McCarthy, Abhilash Puthanveettil Madathil, Josiah Cherian Chekotu, Irina Ilic, Merve Nur Doğu, +14 more
4citations -
Analysis code and derived data for: Demographic Shortcuts Account for Most of the Apparent Accuracy of Four-Class Gait-Based Differential Diagnosis in Neurodegenerative Disease: An Interpretability-Driven Audit of Machine Learning on a Public Gait Benchmark0citations
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Analysis code and derived data for: Demographic Shortcuts Account for Most of the Apparent Accuracy of Four-Class Gait-Based Differential Diagnosis in Neurodegenerative Disease: An Interpretability-Driven Audit of Machine Learning on a Public Gait Benchmark0citations
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Redundancy and Analog Slicing for Precise In-Memory Machine Learning—Part II: Applications and Benchmark2021 IEEE Transactions on Electron Devices article Engineering Advanced Memory and Neural Computing Open access
Giacomo Pedretti, Piergiulio Mannocci, Can Li, Zhong Sun, John Paul Strachan, Daniele Ielmini
11citations -
Benchmarking Control Charts and Machine Learning Methods for Fault Prediction in Manufacturing2023 Lecture notes in production engineering conference-paper Decision Sciences Advanced Statistical Process Monitoring
Sebastian Beckschulte, J. Mohren, Louis Huebser, D. Buschmann, Robert Heinrich Schmitt
2citations -
The immuneML ecosystem for machine learning analysis of adaptive immune receptor repertoires2021 Nature Machine Intelligence article Biochemistry, Genetics and Molecular Biology vaccines and immunoinformatics approaches Open access
Milena Pavlović, Lonneke Scheffer, Keshav Motwani, Chakravarthi Kanduri, Radmila Kompova, Nikolay Vazov, +36 more
88citations -
Galaxy merger challenge: A comparison study between machine learning-based detection methods2024 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Berta Margalef-Bentabol, Lingyu Wang, Antonio La Marca, Carmen Blanco-Prieto, H. Domínguez Sánchez, Andy D. Goulding, +9 more
20citations -
Galaxy merger challenge: A comparison study between machine learning-based detection methods2024 Springer Link (Chiba Institute of Technology) article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Berta Margalef-Bentabol, Antonio La Marca, Carmen Blanco-Prieto, Andy D. Goulding, Alejandro Guzmán-Ortega, Garreth Martin, +7 more
3citations -
Toward an Integrated Machine Learning Model of a Proteomics Experiment2023 Journal of Proteome Research article Chemistry Advanced Proteomics Techniques and Applications Open access
Benjamin A. Neely, Viktoria Dorfer, Lennart Martens, Isabell Bludau, Robbin Bouwmeester, Sven Degroeve, +12 more
74citations