Research output per year
Research output per year
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Dive into the research topics where Bernhard Geiger 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
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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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
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Bringing Chemistry to Scale: Loss Weight Adjustment for Multivariate Regression in Deep Learning of Thermochemical Processes
Rohrhofer, F. M., Posch, S., Gößnitzer, C., García-Oliver, J. M. & Geiger, B., 12 May 2023, Scientific Computing 2023: Conference Proceedings. Granigg, W. (ed.). Graz: Verlag der FH JOANNEUM Gesellschaft mbH, p. 4 - 11 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
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Finding the Optimum Design of Large Gas Engines Prechambers using CFD and Bayesian Optimization
Posch, S., Gößnitzer, C., Rohrhofer, F. M., Geiger, B. & Wimmer, A., 12 May 2023, Scientific Computing 2023: Conference Proceedings. Granigg, W. (ed.). Graz: Verlag der FH JOANNEUM Gesellschaft mbH, p. 160 - 168 9 p.Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
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In-cylinder pressure reconstruction from engine block vibrations via a branched convolutional neural network
Ofner, A. B., Kefalas, A., Posch, S., Pirker, G. & Geiger, B. C., 15 Jan 2023, In: Mechanical Systems and Signal Processing. 183, 109640.Research output: Contribution to journal › Article › peer-review
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On the Role of Fixed Points of Dynamical Systems in Training Physics-Informed Neural Networks
Rohrhofer, F. M., Posch, S., Gößnitzer, C. & Geiger, B., 23 Jan 2023, In: Transactions on Machine Learning Research. 2023, 1, 22 p., 490.Research output: Contribution to journal › Article › peer-review
Open Access
Activities
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Training gives me PINNs and needles – on the complexity of training physics-informed neural networks
Franz Martin Rohrhofer (Speaker), Sophie Steger (Contributor), Stefan Posch (Contributor), Clemens Gößnitzer (Contributor) & Bernhard Geiger (Speaker)
12 Jul 2023Activity: Talk or presentation › Talk at conference or symposium › Science to science
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Understanding Neural Networks with Information Theory
Bernhard Geiger (Speaker)
21 Oct 2020Activity: Talk or presentation › Talk at workshop, seminar or course › Science to science
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On the Information Dimension of Stationary Stochastic Processes
Bernhard Geiger (Speaker)
1 Jun 2020Activity: Talk or presentation › Talk at workshop, seminar or course › Science to science
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Model Reduction in HiDALGO - Initial Plans and Ideas
Christoph Schweimer (Speaker), Bernhard Geiger (Speaker), Diana Suleimenova (Contributor), Derek Groen (Contributor), Christine Gfrerer (Contributor), D. Pape (Contributor), Robert Elsaesser (Contributor), T. A. Kocsis (Contributor), B. Liszkai (Contributor) & Zoltan Horváth (Contributor)
28 Aug 2019 → 30 Aug 2019Activity: Talk or presentation › Poster presentation › Science to science
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On the Information Dimension of Random Variables and Stochastic Processes
Bernhard Geiger (Speaker)
18 Jul 2019Activity: Talk or presentation › Talk at conference or symposium › Science to science
Prizes
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2009 Region 8 Student Paper Competition
Geiger, Bernhard (Recipient), Witrisal, Klaus (Recipient) & Gigl, Thomas (Recipient), 19 May 2009
Prize: Prizes / Medals / Awards
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Best Student Award
Geiger, Bernhard (Recipient), Witrisal, Klaus (Recipient) & Gigl, Thomas (Recipient), 15 Apr 2009
Prize: Prizes / Medals / Awards
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Wireless Communications
Dizdarevic, V., Tampubolon Baringbing, J. W., Arnitz, D., Gigl, T., Meissner, P., Alemseged Demessie, Y., Witrisal, K., Krall, C. & Geiger, B.
1/07/03 → …
Project: Research area
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SoftGNSStrusted - Signal authentication utilizing a dual frequency software-based GNSS receiver for trusted positioning
Arnitz, D., Geiger, B. & Witrisal, K.
1/01/11 → 29/02/12
Project: Research project
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SoftGNSS 2 - A dual frequency software-based GNSS receiver
Geiger, B., Soudan, M., Berglez, P. & Vogel, C.
1/06/09 → 31/01/10
Project: Research project