Papers matching “data-driven model reduction” 74
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Data-driven framework for input/output lookup tables reduction: Application to hypersonic flows in chemical nonequilibrium2023 Physical Review Fluids article Physics and Astronomy Model Reduction and Neural Networks Open access
Clément Scherding, Georgios Rigas, Denis Sipp, Peter J. Schmid, Taraneh Sayadi
17citations -
A data-driven flow loss prediction model for the blade hub region of a boundary layer ingestion fan rotor2023 International Journal of Numerical Methods for Heat & Fluid Flow article Engineering Turbomachinery Performance and Optimization
Hanan Lu, Xizhen Song, Tianyu Pan, Zhe Yang, Jian Zhang, Qiushi Li
3citations -
Data-driven framework for input/output lookup tables reduction: Application to hypersonic flows in chemical non-equilibrium2022 RWTH Publications (RWTH Aachen) article Physics and Astronomy Model Reduction and Neural Networks Open access
Clément Scherding, Georgios Rigas, Denis Sipp, Peter J. Schmid, Taraneh Sayadi
1citations -
Dynamic measurement with in-cycle process excitation of HCCI combustion: The key to handle complexity of data-driven control?2022 International Journal of Engine Research article Chemical Engineering Advanced Combustion Engine Technologies
Julian Bedei, Malte Oberlies, Patrick Schaber, David C. Gordon, Eugen Nuss, Liguang Li, +1 more
7citations -
Optimization of a 660 MWe Supercritical Power Plant Performance—A Case of Industry 4.0 in the Data-Driven Operational Management Part 1. Thermal Efficiency2020 Energies article Engineering Thermodynamic and Exergetic Analyses of Power and Cooling Systems Open access
Waqar Muhammad Ashraf, Ghulam Moeen Uddin, Syed Muhammad Arafat, Sher Afghan, Ahmad Hassan Kamal, Muhammad Asim, +11 more
66citations -
A data-driven machine learning algorithm to predict the effectiveness of inulin intervention against type II diabetes2025 Frontiers in Nutrition article Health Professions Artificial Intelligence in Healthcare Open access
Shuheng Yang, Ralf Weiskirchen, Wenjing Zheng, Xiaobo Hu, Zhiguo Liu, Hualin Wang
5citations -
Assessing the capabilities of 2D fluorescence monitoring in microtiter plates with data-driven modeling for secondary substrate limitation experiments of Hansenula polymorpha2023 Journal of Biological Engineering article Chemistry Spectroscopy and Chemometric Analyses Open access
Christoph Berg, Laura Herbst, Lisa Gremm, Nina Ihling, Olivier Paquet‐Durand, Bernd Hitzmann, +1 more
3citations -
Data-driven approach on estimating the minimum required supply temperature for building heating systems: method development, extended application evaluation and sensitivity analysis2025 Journal of Building Performance Simulation article Engineering Building Energy and Comfort Optimization
Sascha Johnen, Philipp Althaus, Jan Stock, André Xhonneux, Dirk Müller
1citations