Dr. Carina Geldhauser

List of publications

Book

¨ Ubungsbuch zur Darstellungstheorie der endlichen Gruppen, with Nikita Geldhauser. Springer 2025.

Preprints

  1. 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.
  2. Gradient is All You Need?, with Konstantin Riedl, Timo Klock and Massimo Fornasier, available at https://arxiv.org/abs/2306.09778
  3. 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/.
  4. A rigorous analysis of computational methods and their impact on the Ausgangstext of Galatians.
  5. 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
  6. 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.
  7. Social diversity - a relevant diversity dimension in European mathematics departments?, preprint.

Publications in peer-reviewed journals

  1. Geldhauser, Carina: Career readiness of doctoral students in mathematics and neighbouring fields - Perspectives from Sweden, NJSTEME 2025 (to appear)
  2. Geldhauser, Carina; Diebel-Fischer, Hermann: Zwei Kulturen der Digitalen Revolution. Zur Rolle der Theologie im Prozess der Quantifizierung der Welt, NOMOS 2025 (to appear)
  3. Geldhauser, Carina; Kuehn, Christian: Travelling waves for discrete stochastic bistable equations, PDEA 5 (2024) no. 35, pp. 1-23.
  4. Geldhauser, Carina: Regularizations of forward-backward parabolic PDEs, GAMM-Mitteilungen. (2024), https://doi.org/10.1002/gamm.202470001
  5. Geldhauser, Carina; Herrmann, Michael; Janßen, Dirk: Traveling phase interfaces in viscous forward-backward diffusion equations, J Dyn Diff Equat (2024).
  6. 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.
  7. 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.
  8. Geldhauser, Carina; Romito, Marco: The point vortex model for the Euler equation. AIMS Math. 4 (2019), no. 3, 534–575.
  9. Geldhauser, Carina; Valdinoci, Enrico: Optimizing the fractional power in a model with stochastic PDE constraints. Adv. Nonlinear Stud. 18 (2018), no. 4, 649–669.
  10. 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.
  11. 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.
  12. 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

  1. 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
  2. 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.
  3. 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
  4. Geldhauser, Carina; Romito, Marco: Gaussian fluctuations around limit measures of generalized SQG point vortices. Proceedings in Applied Mathematics and Mechanics (2023), 6pp.
  5. 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

  1. Geldhauser, Carina; Malyshev, Konstantin; Tuncel, Ipek: Semi-automatic annotation of Ancient Greek majuscule manuscripts: DHd2024.
  2. 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).
  3. 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

  1. 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).
  2. Geldhauser, Carina; Romito, Marco: A statistical physics view on gSQG point vortices, MFO report 2237 (2022).
  3. Geldhauser, Carina; Langer, Andreas: Inquiry-based Learning Approaches in Second Cycle Engineering Education, CEE Report (2021), 22 pp.
  4. 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.
  5. 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.