List of publications
Book
¨ Ubungsbuch zur Darstellungstheorie der endlichen Gruppen, with Nikita Geldhauser. Springer 2025.
Preprints
- Enhancing Carbon Emission Reduction Strategies using OCO and ICOS data, with Astrom, Oscar; Grillitsch, Markus; Hall, Ola; Sopasakis, Alexandros, https://arxiv.org/abs/2410.04288.
- Gradient is All You Need?, with Konstantin Riedl, Timo Klock and Massimo Fornasier, available at https://arxiv.org/abs/2306.09778
- A simulated annealing approach to optimal storing in a multi-storage warehouse, with Alexander Eckrot and Jan Jurczyk, available at http://cvgmt.sns.it/paper/3382/.
- A rigorous analysis of computational methods and their impact on the Ausgangstext of Galatians.
- All’s well that FID’s well? Result quality and metric scores in GAN models for lip-sychronization tasks, with Johan Liljegren and Pontus Nordqvist, see https://arxiv.org/abs/2212.13810
- Three types of trust. The paradoxical strength of AI ethics in relation to the standards of mathematical proofs and probability-based approaches, with Hermann Diebel-Fischer.
- Social diversity - a relevant diversity dimension in European mathematics departments?, preprint.
Publications in peer-reviewed journals
- Geldhauser, Carina: Career readiness of doctoral students in mathematics and neighbouring fields - Perspectives from Sweden, NJSTEME 2025 (to appear)
- Geldhauser, Carina; Diebel-Fischer, Hermann: Zwei Kulturen der Digitalen Revolution. Zur Rolle der Theologie im Prozess der Quantifizierung der Welt, NOMOS 2025 (to appear)
- Geldhauser, Carina; Kuehn, Christian: Travelling waves for discrete stochastic bistable equations, PDEA 5 (2024) no. 35, pp. 1-23.
- Geldhauser, Carina: Regularizations of forward-backward parabolic PDEs, GAMM-Mitteilungen. (2024), https://doi.org/10.1002/gamm.202470001
- Geldhauser, Carina; Herrmann, Michael; Janßen, Dirk: Traveling phase interfaces in viscous forward-backward diffusion equations, J Dyn Diff Equat (2024).
- Geldhauser, Carina; Romito, Marco: Limit theorems and fluctuations for point vortices of generalized Euler equations. J. Stat. Phys. 182 (2021), no. 3, Paper No. 60, 27 pp.
- Geldhauser, Carina; Romito, Marco: Point vortices for inviscid generalized surface quasi-geostrophic models. Discrete Contin. Dyn. Syst. Ser. B 25 (2020), no. 7, 2583–2606.
- Geldhauser, Carina; Romito, Marco: The point vortex model for the Euler equation. AIMS Math. 4 (2019), no. 3, 534–575.
- Geldhauser, Carina; Valdinoci, Enrico: Optimizing the fractional power in a model with stochastic PDE constraints. Adv. Nonlinear Stud. 18 (2018), no. 4, 649–669.
- Bovier, Anton; Geldhauser, Carina: The scaling limit of a particle system with long-range interaction. Markov Process. Related Fields 23 (2017), no. 4, 515–552.
- Bellettini, Giovanni; Geldhauser, Carina; Novaga, Matteo: Convergence of a semidiscrete scheme for a forward-backward parabolic equation. Adv. Differential Equations 18 (2013), no. 5-6, 495–522.
- Geldhauser, Carina; Novaga, Matteo: A semidiscrete scheme for a one-dimensional Cahn-Hilliard equation. Interfaces Free Bound. 13 (2011), no. 3, 327–339.
Peer-reviewed conference papers
- Carina Geldhauser, Konstantin A. Malyshev: Semi-automatic annotation of Greek majuscule manuscripts: Steps towards integrated transcription and annotation, in: FedCSIS 2024. https://annals-csis.org/proceedings/2024/pliks/1772.pdf
- Konstantin Riedl, Timo Klock, Carina Geldhauser, Massimo Fornasier: How Consensus-Based Optimization can be Interpreted as a Stochastic Relaxation of Gradient Descent in: Workshop Differentiable Almost Everything: Differentiable Relaxations, Algorithms, Operators, and Simulators, ICML 2024. https://openreview.net/forum?id=DkBBoKup22.
- Diebel-Fischer, Hermann; Geldhauser, Carina: Is diverse and inclusive AI trapped in the gap between reality and algorithmizability?, PMLR 233, 2024, available at https://proceedings.mlr.press/v233
- Geldhauser, Carina; Romito, Marco: Gaussian fluctuations around limit measures of generalized SQG point vortices. Proceedings in Applied Mathematics and Mechanics (2023), 6pp.
- Geldhauser, Carina; Matt, Andreas Daniel; Stussak, Christian: I AM A.I. Gradient Descent - an open-source digital game for inquiry-based CLIL learning, AAAI (2022), 7pp. (Full paper in the session Twelfth AAAI Symposium on Educational Advances in Artificial Intelligence)
Peer-reviewed conference workshop presentations
- Geldhauser, Carina; Malyshev, Konstantin; Tuncel, Ipek: Semi-automatic annotation of Ancient Greek majuscule manuscripts: DHd2024.
- Bar, Filip; Geldhauser, Carina; Grillitsch, Markus; Hall, Ola; Sopasakis, Alexandros: Carbon Emission Reduction Strategies: a multimodal data approach leveraging satellite and ground station data: ICOS Nordic (2023).
- Diebel-Fischer, Hermann; Geldhauser, Carina: Zwei Kulturen der Digitalen Revolution - Zur Rolle der Theologie im Prozess der Quantifizierung der Welt Doing Digital Theology (2023).
Publications in proceedings and technical reports
- Geldhauser, Carina; Romito, Marco: A rigorous proof of the validity of the point vortex description for a class of inviscid gSQG models, MFO report 2246 (2022).
- Geldhauser, Carina; Romito, Marco: A statistical physics view on gSQG point vortices, MFO report 2237 (2022).
- Geldhauser, Carina; Langer, Andreas: Inquiry-based Learning Approaches in Second Cycle Engineering Education, CEE Report (2021), 22 pp.
- Geldhauser, Carina; Langer, Andreas; Pagnin, Elena; Stillfjord, Tony: What happens next? Ph.D.Candidates’ and Supervisors’ Perspectives on Career Paths and Choices After the Defense, CEE Report (2021), 11 pp.
- Xiulei Cao, Alje van Dam, Bart de Leeuw, Carina Geldhauser, Johan Grasman, Ivan Kryven, Domenico Lahaye, Leonardo Morelli, Vivi Rottsch¨afer and Han Zhou: Stability of attractors in meteorogical models, or ”Always Nice Weather in Europe”, Report of the 106th study group maths with industry, Utrecht (2015) pp. 7–20.