Additive manufacturing applications of phase‐field‐based topology optimization using adaptive isogeometric analysis M Carraturo, P Hennig, G Alaimo, L Heindel, F Auricchio, M Kästner, ... GAMM‐Mitteilungen 44 (3), e202100013, 2021 | 15 | 2021 |
Performance assessment of different machine learning algorithm for life-time prediction of solder joints based on synthetic data S Muench, D Bhat, L Heindel, P Hantschke, M Roellig, M Kaestner 2022 23rd International Conference on Thermal, Mechanical and Multi-Physics …, 2022 | 12 | 2022 |
A data-driven approach for approximating non-linear dynamic systems using lstm networks L Heindel, P Hantschke, M Kästner Procedia Structural Integrity 38, 159-167, 2022 | 4 | 2022 |
A Virtual Sensing approach for approximating nonlinear dynamical systems using LSTM networks L Heindel, P Hantschke, M Kästner PAMM 21 (1), e202100119, 2021 | 4 | 2021 |
eBike measurements for fatigue monitoring and maneuver identification tasks L Heindel, P Hantschke, M Kästner Technische Universität Dresden, 2022 | 3 | 2022 |
Projection methods in adaptive Isogeometric analysis and its application to topology optimization P Hennig, L Heindel, M Carraturo, A Reali, F Auricchio, M Kästner PAMM 20 (1), e202000187, 2021 | 3 | 2021 |
Fatigue monitoring and maneuver identification for vehicle fleets using a virtual sensing approach L Heindel, P Hantschke, M Kästner International Journal of Fatigue 170, 107554, 2023 | 2 | 2023 |
An Adaptive Isogeometric Phase‐Field Model for Topology Optimization P Hennig, L Heindel, M Kästner PAMM 20 (1), e202000218, 2021 | 2 | 2021 |
3-component servo-hydraulic test bench measurements for virtual sensing and forward prediction tasks L Heindel, P Hantschke, M Kästner Technische Universität Dresden, 2021 | 1 | 2021 |
Economic fatigue damage monitoring for vehicle fleets using the scattering transform L Heindel, F Wendrock, P Hantschke, M Kästner PAMM 23 (4), e202300192, 2023 | | 2023 |
Assessment of hybrid machine learning models for non-linear system identification of fatigue test rigs L Heindel, P Hantschke, M Kästner arXiv preprint arXiv:2107.03645, 2021 | | 2021 |
A hybrid virtual sensing approach for approximating non-linear dynamic system behavior using LSTM networks. L Heindel, P Hantschke, M Kästner CoRR, 2021 | | 2021 |
Adaptive Isogeometric Phase-Field Approach for Topology Optimization L Heindel, M Carraturo, P Hennig, F Auricchio, A Reali, M Kästner VII International Conference on Isogeometric Analysis–IGA, 2019 | | 2019 |