Papers matching “machine learning framework” 141
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ML-SAFT: A machine learning framework for PCP-SAFT parameter prediction2024 Chemical Engineering Journal article Engineering Phase Equilibria and Thermodynamics Open access
Kobi Felton, Lukas Raßpe-Lange, Jan G. Rittig, Kai O. Leonhard, Alexander Mitsos, Julian Meyer‐Kirschner, +2 more
33citations -
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 -
Optimizing Pavement Maintenance with AI: A Data-Driven Framework Integrating Optimization and Machine Learning2026 International Journal of Pavement Research and Technology article Engineering Infrastructure Maintenance and Monitoring Open access
Tiago Tamagusko, Sérgio Copetti Callai, Matheus Gomes Correia, A M Ferreira
2citations -
Interfacing Neuromorphic Hardware with Machine Learning Frameworks - A Review2023 International Conference on Neuromorphic Systems (ICONS) conference-paper Engineering Advanced Memory and Neural Computing Open access
Jamie Lohoff, Zhenming Yu, Jan Finkbeiner, Kenneth Michael Stewart, Hin Wai Lui, Emre Neftci
6citations -
Identifying and Analyzing Data Model Requirements and Technology Potentials of Machine Learning Systems in the Manufacturing Industry of the Future7citations
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Hybrid learning-based digital twin for manufacturing process: Modeling framework and implementation2023 Robotics and Computer-Integrated Manufacturing article Engineering Digital Transformation in Industry Open access
Ziqi Huang, Marcel Fey, Chao Liu, Ege Beysel, Xun William Xu, Christian Brecher
115citations -
Sensorless battery expansion estimation using electromechanical coupled models and machine learning2025 Journal of Energy Chemistry article Engineering Advanced Battery Technologies Research Open access
Xue Cai, Caiping Zhang, Jue Chen, Zeping Chen, Linjing Zhang, Dirk Uwe Sauer, +1 more
21citations -
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 -
AI-based Framework for Deep Learning Applications in Grinding2020 IEEE World Symposium on Applied Machine Intelligence and Informatics (SAMI) conference-paper Engineering Advanced machining processes and optimization cited by 2 patents
Philipp Niemietz, Daniel Trauth, Wolfgang Maas, Thomas Bergs
14citations