Author

Fabian Pioch

Observed name: Pioch, Fabian

Institution: Westfälische Hochschule

Observed institution: Westfälische Hochschule

ORCID: 0009-0002-8298-7488

Observed ORCID: 0009-0002-8298-7488

OpenAlex ID: A5062930859

Turbulence Modeling for Physics-Informed Neural Networks: Comparison of Different RANS Models for the Backward-Facing Step Flow

2023 · Fabian Pioch, Jan Hauke Harmening, et al. · Fluids · 93

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 attack

2024 · Jan Hauke Harmening, Fabian Pioch, et al. · Neural Computing and Applications · 27

Advancements in Physics-Informed Neural Networks for Solving Maxwell’s Equations: A Systematic Literature Review

2026 · Lucas Schmeing, Fabian Pioch · Electronics · 7

Dataset for "Advancements in Physics-Informed Neural Networks for Solving Maxwell's Equations: A Systematic Literature Review"

2026 · Schmeing, Lucas, Pioch, Fabian · Zenodo (CERN European Organization for Nuclear Research) · 1

Advancements in Physics-Informed Neural Networks for Solving Maxwell’s Equations: A Systematic Literature Review Protocol

2026 · Schmeing, Lucas, Pioch, Fabian

Works count: 6

Citation count: 128

H-index: 3

I10-index: 2