Jan Hauke Harmening

Jan Hauke Harmening

Westfälische Hochschule (Fachhochschule Gelsenkirchen) - Gelsenkirchen / Germany
Engineering & Technology / Mechanical Engineering
AD Scientific Index ID: 5693875
Westphalian University of Applied Sciences
person_outline Jan Hauke Harmening's MOST POPULAR ARTICLES
1-) Turbulence modeling for physics-informed neural networks: Comparison of different RANS models for the backward-facing step flowF Pioch, JH Harmening, AM Müller, FJ Peitzmann, D Schramm, O MoctarFluids 8 (2), 43, 2023162023
2-) Physics Informed Neural Networks as Multidimensional Surrogate Models of CFD SimulationsJH Harmening, F Pioch, D SchrammProceedings of the Machine Learning und Artificial Intelligence in …, 202232022
3-) Data-assisted training of a physics-informed neural network to predict the separated Reynolds-averaged turbulent flow field around an airfoil under variable angles of attackJH Harmening, F Pioch, L Fuhrig, FJ Peitzmann, D Schramm, O el MoctarNeural Computing and Applications, 1-19, 202422024
4-) Effect of network architecture on physics-informed deep learning of the Reynolds-averaged turbulent flow field around cylinders without training dataJH Harmening, FJ Peitzmann, O el MoctarFrontiers in Physics 12, 1385381, 202422024
5-) Data-assisted training of a physics-informed neural network to predict the Reynolds-averaged turbulent flow field around a stalled airfoil under variable angles of attackJH Harmening, F Pioch, L Fuhrig, FJ Peitzmann, D Schramm, O el MoctarPreprints, 202322023