Theo dõi
Philipp Teutsch
Philipp Teutsch
Ph.D. Student
Email được xác minh tại tu-ilmenau.de
Tiêu đề
Trích dẫn bởi
Trích dẫn bởi
Năm
Direct data-driven forecast of local turbulent heat flux in Rayleigh–Bénard convection
S Pandey, P Teutsch, P Mäder, J Schumacher
Physics of Fluids 34 (4), 2022
382022
Data-driven estimation of scalar quantities from planar velocity measurements by deep learning applied to temperature in thermal convection
P Teutsch, T Käufer, P Mäder, C Cierpka
Experiments in Fluids 64 (12), 1-18, 2023
102023
Flipped classroom: effective teaching for time series forecasting
P Teutsch, P Mäder
arXiv preprint arXiv:2210.08959, 2022
82022
Large-scale-aware data augmentation for reduced-order models of high-dimensional flows
P Teutsch, MS Ghazijahani, F Heyder, C Cierpka, J Schumacher, P Mäder
APL Machine Learning 3 (1), 2025
12025
Slim multi-scale convolutional autoencoder-based reduced-order models for interpretable features of a complex dynamical system
P Teutsch, P Pfeffer, M Sharifi Ghazijahani, C Cierpka, J Schumacher, ...
APL Machine Learning 3 (1), 2025
2025
A systematic study of Echo State Networks topologies for chaotic time series prediction
J Viehweg, P Teutsch, P Mäder
Neurocomputing 618, 129032, 2025
2025
Machine learning-assisted simultaneous measurement of temperature and velocity in thermal convection
T Käufer, P Teutsch, P Mäder, C Cierpka
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