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.
- 1 Similar Profiles
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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Detecting abrupt changes in missing time series data
Toller, M. B., Geiger, B. C. & Kern, R., Nov 2025, In: Information Sciences. 717, 122322.Research output: Contribution to journal › Article › peer-review
Open Access -
On the Role of Priors in Bayesian Causal Learning
Geiger, B. C. & Kern, R., 5 May 2025, In: IEEE Transactions on Artificial Intelligence. 6, 5, p. 1439 - 1445 7 p.Research output: Contribution to journal › Article › peer-review
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What’s so complex about conversational speech? A comparison of HMM-based and transformer-based ASR architectures
Linke, J., Geiger, B., Kubin, G. & Schuppler, B., Mar 2025, In: Computer Speech and Language . 90, 101738.Research output: Contribution to journal › Article › peer-review
Open Access -
Robust Bayesian target vector optimization for multi-stage manufacturing processes
Hoffer, J. G., Geiger, B. C. & Kern, R., Sept 2024, In: Computational Materials Science. 244, 113175.Research output: Contribution to journal › Article › peer-review
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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
Activities
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Physics-Informed Machine Learning and Hybrid Modeling for Simulating Sustainable Systems
Geiger, B. (Speaker)
31 Jan 2025Activity: Talk or presentation › Talk at workshop, seminar or course › 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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Understanding Neural Networks with Information Theory
Geiger, B. (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
Geiger, B. (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
Schweimer, C. (Speaker), Geiger, B. (Speaker), Suleimenova, D. (Contributor), Groen, D. (Contributor), Gfrerer, C. (Contributor), Pape, D. (Contributor), Elsaesser, R. (Contributor), Kocsis, T. A. (Contributor), Liszkai, B. (Contributor) & Horváth, Z. (Contributor)
28 Aug 2019 → 30 Aug 2019Activity: Talk or presentation › Poster presentation › Science to science
Prizes
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2009 Region 8 Student Paper Competition
Geiger, B. (Recipient), Witrisal, K. (Recipient) & Gigl, T. (Recipient), 19 May 2009
Prize: Prizes / Medals / Awards
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Best Student Award
Geiger, B. (Recipient), Witrisal, K. (Recipient) & Gigl, T. (Recipient), 15 Apr 2009
Prize: Prizes / Medals / Awards
Projects
- 4 Finished
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FWF - Markov - Information-Theoretic Markov Aggregation
Geiger, B. (Co-Investigator (CoI))
15/09/17 → 15/06/18
Project: Research project
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SoftGNSStrusted - Signal authentication utilizing a dual frequency software-based GNSS receiver for trusted positioning
Arnitz, D. (Co-Investigator (CoI)), Geiger, B. (Co-Investigator (CoI)) & Witrisal, K. (Principal Investigator (PI))
1/01/11 → 30/04/12
Project: Research project
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SoftGNSS 2 - A Dual frequency software-based GNSS reciever
Geiger, B. (Co-Investigator (CoI)), Soudan, M. (Co-Investigator (CoI)), Berglez, P. (Co-Investigator (CoI)) & Vogel, C. (Principal Investigator (PI))
1/06/09 → 31/08/10
Project: Research project
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Wireless Communications
Dizdarevic, V. (Co-Investigator (CoI)), Tampubolon Baringbing, J. W. (Co-Investigator (CoI)), Arnitz, D. (Co-Investigator (CoI)), Gigl, T. (Co-Investigator (CoI)), Meissner, P. (Co-Investigator (CoI)), Alemseged Demessie, Y. (Co-Investigator (CoI)), Witrisal, K. (Co-Investigator (CoI)), Krall, C. (Co-Investigator (CoI)) & Geiger, B. (Co-Investigator (CoI))
1/07/03 → 31/12/23
Project: Research area