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A Finite Operator Learning Technique for Mapping the Elastic Properties of Microstructures to Their Mechanical Deformations2024 International Journal for Numerical Methods in Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access
Shahed Rezaei, Reza Najian Asl, Shirko Faroughi, Mahdi Asgharzadeh, Ali Harandi, Rasoul Najafi Koopas, +3 more
27citations -
Nonlinear parametric simulation by proper generalized decomposition on the example of a synchronous machine2022 COMPEL The International Journal for Computation and Mathematics in Electrical and Electronic Engineering article Physics and Astronomy Model Reduction and Neural Networks
Fabian Müller, Paul Baumanns, Martin Marco Nell, Kay Hameyer
4citations -
Performance and Emission Footprint of Decentralized H2/NH3 Gas Turbines With On-Site Ammonia Decomposition and Exhaust Aftertreatment2025 Journal of Engineering for Gas Turbines and Power article Engineering Advanced Power Generation Technologies
Christian Goßrau, Nils Hendrik Petersen, Laurenz May, Manfred Wirsum
0citations -
Identification of LiPF6 Decomposition Products in Li‐Ion Batteries with Endogenous Vanadyl Sensors Using Pulse Electron Paramagnetic Resonance and Density Functional Theory2021 Advanced Energy and Sustainability Research article Engineering Advancements in Battery Materials Open access
Conrad Szczuka, Peter Jakes, Rüdiger‐A. Eichel, Josef Granwehr
11citations -
Investigation of synergies between solar energy and high-temperature heat pumps for process heat applications in Germany using nonlinear techno-economic optimization2025 Energy Conversion and Management article Energy Solar Thermal and Photovoltaic Systems Open access
Matthias Loevenich, Martin Bähr, Rushit Kansara, Jürgen Dersch, Robert Pitz‐Paal
7citations -
A simultaneous approach for training neural differential-algebraic systems of equations2026 Computational Optimization and Applications article Physics and Astronomy Model Reduction and Neural Networks Open access
Laurens R. Lueg, Victor Manuel Cunha Alves, Daniel Schicksnus, John R. Kitchin, Carl D. Laird, Lorenz T. Biegler
3citations