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Can energy system modeling benefit from artificial neural networks? Application of two-stage metamodels to reduce computation of security of supply assessments2020 Computers & Industrial Engineering article Engineering Integrated Energy Systems Optimization Open access
Lars Nolting, Thomas F. Spiegel, Marius Reich, Mario Adam, Aaron Praktiknjo
18citations -
A Flexible and Energy‐Efficient Compute‐in‐Memory Accelerator for Kolmogorov–Arnold Networks2026 Advanced Intelligent Systems article Engineering Advanced Memory and Neural Computing Open access
Chirag Sudarshan, Oliver Artner, Paul-Philipp Manea, Sebastian Siegel, Susanne Hoffmann‐Eifert, Regina Dittmann, +1 more
3citations -
Predictive Data-Driven Model Based on Generative Adversarial Network for Premixed Turbulence-Combustion Regimes2022 Combustion Science and Technology article Engineering Combustion and flame dynamics Open access
Temistocle Grenga, Ludovico Nista, Christoph Schumann, Gandolfo Scialabba, Antonio Attili, Heinz G. Pitsch
15citations -
Neural networks assisted computational aero-acoustic analysis of an isolated tire2020 Proceedings of the Institution of Mechanical Engineers Part D Journal of Automobile Engineering article Engineering Vehicle Noise and Vibration Control
Ghulam Moeen Uddin, Sajawal Gul Niazi, Syed Muhammad Arafat, Muhammad Farooq, Nasir Hayat, Sher Afghan Malik, +3 more
14citations -
Integrating Recurrent Neural Networks into Model Predictive Control for Thermal Torque Derating of Electric Machines2023 IFAC-PapersOnLine article Engineering Advanced Control Systems Optimization Open access cited by 1 patent
Alexander Winkler, Weizhou Wang, Armin Norouzi, David C. Gordon, Charles Robert Koch, Jakob Andert
8citations -
DeltaDPD: Exploiting Dynamic Temporal Sparsity in Recurrent Neural Networks for Energy-Efficient Wideband Digital Predistortion2025 IEEE Microwave and Wireless Technology Letters article Engineering Advanced Power Amplifier Design Open access
Yizhuo Wu, Yi Zhu, Qinyu Chen, Anding Zhu, John Gajadharsing, Leo C. N. de Vreede, +1 more
8citations -
Process Parameter Prediction for Fused Deposition Modeling Using Invertible Neural Networks2023 Polymers article Engineering Additive Manufacturing and 3D Printing Technologies Open access cited by 2 patents
Lukas Pelzer, Andrés Felipe Posada-Moreno, Kai Müller, Christoph Greb, Christian Hopmann
8citations