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Collaborations and top research areas from the last five years
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Information-theoretic reduction of Markov chains
Geiger, B. C., Feb 2026, In: Computer Science Review. 59, 100802.Research output: Contribution to journal › Article › peer-review
Open Access -
Universal Outlier Hypothesis Testing via Mean- and Median-Based Tests
Geiger, B., Koch, T., Mihaljevic, J. & Toller, M., 2026, International Zurich Seminar on Information and Communication (IZS 2026) Proceedings. ETH Zürich, p. 168-173Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
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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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Book of Abstracts Workshop on AI for Sustainable Energy Systems and Green AI: Brdo pri Kranju, 11th-12th March 2025
Zbontar, K. (Editor), Geiger, B. (Editor) & Pavsic, A. (Editor), 2025, Graz: Verlag der Technischen Universität Graz. 54 p.Research output: Book/Report › Book › peer-review
Open Access -
B-PL-PINN: Stabilizing PINN Training with Bayesian Pseudo Labeling
Innerebner, K., Rohrhofer, F. M. & Geiger, B. C., 5 Jul 2025, International Joint Conference on Neural Networks, IJCNN 2025 - Proceedings. IEEE CS, p. 1-8 8 p. 11228136. (Proceedings of the International Joint Conference on Neural Networks).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Activities
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Universal Outlier Hypothesis Testing via Mean- and Median-Based Tests
Geiger, B. (Speaker)
27 Feb 2026Activity: Talk or presentation › Talk at conference or symposium › Science to science
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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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ASAI Networking Event
Farsang, M. (Organiser), Huber, C. (Organiser) & Geiger, B. (Organiser)
3 Sept 2025Activity: Participation in or organisation of › Workshop, seminar or course (Participation in/Organisation of)
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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
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
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Green GAINS - Green AI for INnovation and Sustainability
Geiger, B. (Project manager on research unit)
16/06/25 → 15/12/26
Project: Research project
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FWF - Planes - Information Planes and Decompositions
Geiger, B. (Project manager on research unit)
5/05/25 → 4/05/29
Project: Research project
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FWF - Markov - Information-Theoretic Markov Aggregation
Geiger, B. (Project manager on research unit)
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
Witrisal, K. (Project manager), Arnitz, D. (Attendee / Assistant) & Geiger, B. (Attendee / Assistant)
1/01/11 → 30/04/12
Project: Research project
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SoftGNSS 2 - A Dual frequency software-based GNSS reciever
Berglez, P. (Coordinator), Soudan, M. (Attendee / Assistant), Vogel, C. (Project manager) & Geiger, B. (Attendee / Assistant)
1/06/09 → 31/08/10
Project: Research project