Papers matching “machine learning framework” 83
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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 -
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 -
Machine Learning-Based Methodology for Intelligent Energy Management Strategy in Heavy-Duty Fuel Cell Hybrid Electric Vehicles with Pantograph2026 World Electric Vehicle Journal article Engineering Electric and Hybrid Vehicle Technologies Open access
Jose del C. Julio-Rodríguez, Pedro S. González-Rodríguez, STEFANÍA MATILDE AMAYA SANDOVAL, David Sebastian Puma-Benavides, Milton Israel Quinga-Morales, Javier Milton Solís Santamaria, +1 more
0citations -
Condition Classification of Fibre Ropes during Cyclic Bend over Sheave testing Using Machine Learning2022 International Journal of Prognostics and Health Management article Engineering Mechanical stress and fatigue analysis Open access
Shaun Falconer, Thomas Bäck, Ellen Nordgård-Hansen, Geir Grasmo
0citations -
Unlocking the potential of unlabeled data: Self-supervised machine learning for battery aging diagnosis with real-world field data2024 Journal of Energy Chemistry article Engineering Advanced Battery Technologies Research Open access
Qiao Wang, Min Ye, Sehriban Celik, Zhongwei Deng, Bin Li, Dirk Uwe Sauer, +1 more
32citations -
Hybrid soft sensor modeling for the wire section in tissue manufacturing: integrating first-principles and machine learning models2025 Nordic Pulp & Paper Research Journal article Engineering Fault Detection and Control Systems Open access
Rosario Othen, Chen Lu Song, Jan-Christoph Schlake, Christian Möbitz, Thomas Gries
0citations -
Development of a semi-automated data acquisition and processing architecture for machine learning applications in grinding2026 Journal of Intelligent Manufacturing article Engineering Advanced machining processes and optimization Open access
Eike Reuter, Björn Killich, Peter Breuer, Sebastian Prinz, Thomas Bergs
1citations