Research output per year
Research output per year
Fingerprint
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.
- 6 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
-
AIRoV 2026 | Workshop on Physics-Informed Machine Learning and Hybrid Modeling (PhysicsML)
Geiger, B., Mücke, M. & Posch, S., 2026, Proceedings of the Austrian Symposium on AI, Robotics, and Vision.Research output: Chapter in Book/Report/Conference proceeding › Conference paper
Open Access -
Bridging data-driven and physics-based models for lithium-ion battery state analysis and future performance assessment via active material volume fraction
Bernabeu-Santisteban, A., Clemente, A., Geiger, B. C., Rohrhofer, F. M., Díaz-González, F. & Trilla, L., 1 May 2026, In: Energy and AI. 24, 100749.Research output: Contribution to journal › Article › peer-review
Open Access -
Geometric and Information Compression of Representations in Deep Learning
Adilova, L., Petzka, H., Fischer, A. & Geiger, B. C., 1 Sept 2026, Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2026, Proceedings. Ceci, M., Kocev, D., Monreale, A., Vens, C., Flach, P., Manco, G., Spiliopoulou, M. & Masciari, E. (eds.). Naples, Italy, p. 486-503 18 p. (Lecture Notes in Computer Science; vol. 16945 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
-
Information-theoretic reduction of Markov chains
Geiger, B. C., Feb 2026, In: Computer Science Review. 59, 100802.Research output: Contribution to journal › Review article › peer-review
Open Access -
Meteorological Normalization or Deweathering for Predicting Air Pollutant Concentration: Pitfalls and Limitations
Petrić, V., Lovrić, M. & Geiger, B. C., Oct 2026, In: Environmetrics. 37, 7Research output: Contribution to journal › Article › peer-review
Open Access
Activities
-
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
-
Improving data-driven systems with differential equations – approaches and open problems
Geiger, B. (Speaker)
16 Apr 2026Activity: Talk or presentation › Invited talk at conference or symposium › Science to science
-
Impulsvortrag Green AI (Studie GAINS)
Geiger, B. (Speaker)
18 Jun 2026Activity: Talk or presentation › Public lecture or debate › Science to science
-
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)
-
Physics-Informed Neural Networks - Promises, Pitfalls, and Applications in Welding
Geiger, B. (Keynote speaker) & Rohrhofer, F. M. (Contributor)
16 Jul 2026Activity: Talk or presentation › Invited talk at conference or symposium › Science to science
Prizes
-
2009 Region 8 Student Paper Competition
Geiger, B. (Recipient), Witrisal, K. (Recipient) & Gigl, T. (Recipient), 19 May 2009
Prize: Prizes / Medals / Awards
-
-
Best Paper Award - AIRoV 2026
Babić, M. (Recipient), Rohrhofer, F. M. (Recipient) & Geiger, B. (Recipient), 15 Apr 2026
Prize: Prizes / Medals / Awards
-
Best Student Award
Geiger, B. (Recipient), Witrisal, K. (Recipient) & Gigl, T. (Recipient), 15 Apr 2009
Prize: Prizes / Medals / Awards
-
Battery Modelling - Modeling Battery State Parameters by Combining Physical and Data-Driven Model Components
Geiger, B. (Project manager on research unit)
1/05/26 → 28/04/30
Project: Research project
-
Green GAINS - Green AI for INnovation and Sustainability
Geiger, B. (Project manager on research unit)
16/06/25 → 15/12/26
Project: Research project
-
FWF - Planes - Information Planes and Decompositions
Geiger, B. (Project manager on research unit)
5/05/25 → 4/05/29
Project: Research project
-
FWF - Markov - Information-Theoretic Markov Aggregation
Geiger, B. (Project manager on research unit)
15/09/17 → 15/06/18
Project: Research project
-
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