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Leonhard Heindel
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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
152021
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
122022
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
42022
A Virtual Sensing approach for approximating nonlinear dynamical systems using LSTM networks
L Heindel, P Hantschke, M Kästner
PAMM 21 (1), e202100119, 2021
42021
eBike measurements for fatigue monitoring and maneuver identification tasks
L Heindel, P Hantschke, M Kästner
Technische Universität Dresden, 2022
32022
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
32021
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
22023
An Adaptive Isogeometric Phase‐Field Model for Topology Optimization
P Hennig, L Heindel, M Kästner
PAMM 20 (1), e202000218, 2021
22021
3-component servo-hydraulic test bench measurements for virtual sensing and forward prediction tasks
L Heindel, P Hantschke, M Kästner
Technische Universität Dresden, 2021
12021
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
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