Institutionen der Universität Bayreuth
Research Center for AI in Science and Society

B

Boersma, Foeke ; Lu, Meng:
A close look at using national ground stations for the statistical modeling of NO2.
In: Geoscientific Model Development. Bd. 18 (2025) Heft 19 . - S. 6717-6735.
ISSN 1991-9603

C

Cui, Mengnan ; Reuter, Karsten ; Margraf, Johannes T.:
Multi-fidelity transfer learning for quantum chemical data using a robust density functional tight binding baseline.
In: Machine Learning: Science and Technology. Bd. 6 (2025) Heft 1 . - 015071.
ISSN 2632-2153
DOI der Verlagsversion: https://doi.org/10.1088/2632-2153/adc222

G

Ganti, Subhash V. S. ; Wölfel, Lukas ; Künneth, Christopher:
AI-Driven Discovery of High Performance Polymer Electrodes for Next-Generation Batteries.
In: Journal of Polymer Science. Bd. 63 (2025) Heft 21 . - S. 4631-4639.
ISSN 2642-4169
DOI der Verlagsversion: https://doi.org/10.1002/pol.20250198

J

Jakob, Konstantin S. ; Walsh, Aron ; Reuter, Karsten ; Margraf, Johannes T.:
Learning Crystallographic Disorder : Bridging Prediction and Experiment in Materials Discovery.
In: Advanced Materials. Bd. 38 (2026) Heft 5 . - e14226.
ISSN 1521-4095
DOI der Verlagsversion: https://doi.org/10.1002/adma.202514226

S

Strothmann, Robert ; Amanpur, Mehran ; Neveselý, Tomáš ; Hecht, Stefan ; Reuter, Karsten ; Margraf, Johannes T.:
Machine learning driven design of spiropyran photoswitches.
In: Digital Discovery. Bd. 4 (2025) Heft 11 . - S. 3098-3108.
ISSN 2635-098X
DOI der Verlagsversion: https://doi.org/10.1039/D5DD00327J

Sperl, Mario ; Mysliwitz, Jonas ; Grüne, Lars:
On the existence and neural network representation of separable control Lyapunov functions.
In: Automatica. Bd. 182 (2025) . - 112517.
ISSN 0005-1098
DOI der Verlagsversion: https://doi.org/10.1016/j.automatica.2025.112517