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Collaborations and top research areas from the last five years
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Approximating families of sharp solutions to Fisher's equation with physics-informed neural networks
Rohrhofer, F. M., Posch, S., Gößnitzer, C. & Geiger, B. C., Feb 2025, In: Computer Physics Communications. 307, 9 p., 109422.Research output: Contribution to journal › Article › peer-review
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Differentiable Simulation for Inverse-like Fluid Flow Problems
Posch, S., Staggl, M. & Sanz, W., 1 Sept 2025, Proceedings of the 1st International Symposium on AI and Fluid Mechanics. 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Open Access -
Differentiable Simulation for Inverse-like Problems
Posch, S., 2 Apr 2025, p. 140-140. 1 p.Research output: Contribution to conference › Abstract › peer-review
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Physics-informed neural networks
Geiger, B., Rohrhofer, F. M. & Posch, S., 2025, TU Graz Research, 33, p. 34-35.Research output: Contribution to specialist publication › Article
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Solving Inverse Fluid Flow Problems with Differentiable Reduced Basis Models
Staggl, M., Posch, S. & Sanz, W., 1 Sept 2025, Proceedings of the 1st International Symposium on AI and Fluid Mechanics. 12 p.Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Open Access
Activities
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3rd Austrian Symposium on AI, Robotics and Vision, AIRoV 2026
Geiger, B. (Organiser), Mücke, M. (Organiser) & Posch, S. (Organiser)
14 Apr 2026Activity: Participation in or organisation of › Workshop, seminar or course (Participation in/Organisation of)
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Differentiable Simulation for Inverse-like Fluid Flow Problems
Posch, S. (Speaker)
28 May 2025Activity: Talk or presentation › Talk at conference or symposium › Science to science
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Differentiable Simulation for Inverse-like Problems
Posch, S. (Speaker)
3 Apr 2025Activity: Talk or presentation › Talk at conference or symposium › Science to science
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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
Projects
- 1 Active
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CD - Labor Posch - CD-Laboratory Pilot Laboratories for Physics-driven Machine Learning in Industrial Applications
Posch, S. (Consortium manager resp. coordinator with external organisations) & Posch, S. (Project manager on research unit)
1/07/25 → 30/06/32
Project: Research project