Research output per year
Research output per year
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Dive into the research topics where Stefan Posch is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Turbulent combustion modeling for internal combustion engine CFD: A review
Posch, S., Gößnitzer, C., Lang, M., Novella, R., Steiner, H. & Wimmer, A., Jan 2025, In: Progress in Energy and Combustion Science. 106, 48 p., 101200.Research output: Contribution to journal › Review article › peer-review
Open Access -
Application of Data-driven Approaches to Efficient Knock Prediction in Engine Development
Laubichler, C., Posch, S., Gößnitzer, C., Oppl, T., Pirker, G. & Wimmer, A., 2 Sept 2024, THIESEL 2024. Conference on Thermo- and Fluid Dynamics of Clean Propulsion Powerplants. Editorial Universitat Politècnica de Valencia, p. 441 - 449 9 p.Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Open Access -
Approximating families of sharp solutions to Fisher’s equation with physics-informed neural networks
Rohrhofer, F. M., Posch, S., Gößnitzer, C. & Geiger, B., Feb 2025, In: Computer Physics Communications. 307, 9 p., 109422.Research output: Contribution to journal › Article › peer-review
Open Access -
Utilizing neural networks to supplant chemical kinetics tabulation through mass conservation and weighting of species depletion
Rohrhofer, F. M., Posch, S., Gößnitzer, C., García-Oliver, J. M. & Geiger, B., May 2024, In: Energy and AI. 16, 10 p., 100341.Research output: Contribution to journal › Article › peer-review
Open Access -
A Comparison of Virtual Sensors for Combustion Parameter Prediction of Gas Engines Based on Knock Sensor Signals
Kefalas, A., Ofner, A., Posch, S., Pirker, G., Gößnitzer, C., Geiger, B. & Wimmer, A., 11 Apr 2023, In: SAE Technical Papers. 12 p., 2023-01-0434.Research output: Contribution to journal › Conference article › peer-review
Activities
- 10 Talk at conference or symposium
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Application of Data-driven Approaches to Efficient Knock Prediction in Engine Development
Posch, S. (Speaker)
12 Sept 2024Activity: Talk or presentation › Talk at conference or symposium › Science to science
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Training gives me PINNs and needles – on the complexity of training physics-informed neural networks
Rohrhofer, F. M. (Speaker), Steger, S. (Contributor), Posch, S. (Contributor), Gößnitzer, C. (Contributor) & Geiger, B. (Speaker)
12 Jul 2023Activity: Talk or presentation › Talk at conference or symposium › Science to science
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Large Engine Prechamber Design Using Condensed CFD Simulations and Machine Learning Approaches
Posch, S. (Speaker), Winter, H. (Contributor), Pirker, G. (Contributor) & Wimmer, A. (Contributor)
24 Jun 2021Activity: Talk or presentation › Talk at conference or symposium › Science to science
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Estimation of Multi-cylinder Engine Process Variabilities
Posch, S. (Speaker)
1 Sept 2020 → 5 Sept 2020Activity: Talk or presentation › Talk at conference or symposium › Science to science
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Comprehensive 3d-Elastohydrodynamic Simulation of Hermetic Compressor Crank Drive
Posch, S. (Speaker)
11 Sept 2017Activity: Talk or presentation › Talk at conference or symposium › Science to science