Budak, Güven; Riedel, Christian; Kamra, Akashdeep; Rinke, Patrick; Back, Christian; Stosiek, Matthias; Dirnberger, Florian
Role of photonic interference in exciton-mediated magneto-optic responses
Physical Review B
2026
114
9

Zhu, Xiangzhou; Rinke, Patrick; Egger, David A.
Predicting temperature-dependent optoelectronic properties of semiconductor defects with equivariant neural networks
npj Computational Materials
2026
12
1

Zhang, Yuhao; Vaara, Maija; Alesafar, Azin; Nguyen, Duc Bach; Silva, Pedro; Koskelo, Laura; Ristolainen, Jussi; Stosiek, Matthias; Löfgren, Joakim; Vapaavuori, Jaana; Rinke, Patrick
Data-efficient optimization of thermally-activated polymer actuators through machine learning
Materials & Design
2025
253
113908

Lind, L.; Sandström, H.; Rinke, P.
An interpretable molecular descriptor for machine learning predictions in atmospheric science
The Journal of Chemical Physics
2026
164
8

Toldy, Árpád I.; Pisal, Prajwal; Krejčí, Ondřej; Rinke, Patrick; Santasalo-Aarnio, Annukka
TheMeCat: Dataset of Thermocatalytic Conversion of CO2 to Methanol
Scientific Data
2026
13
1

Henkel, Pascal; Li, Jingrui; Rinke, Patrick
Design rules for optimizing quaternary mixed-metal chalcohalides
Physical Review Materials
2025
9
11

Bhatia, Nitik; Rinke, Patrick; Krejčí, Ondřej
Leveraging active learning-enhanced machine-learned interatomic potential for efficient infrared spectra prediction
npj Computational Materials
2025
11
1

Sandström, Hilda; Rissanen, Matti; Rousu, Juho; Rinke, Patrick
Data‐Driven Compound Identification in Atmospheric Mass Spectrometry
Advanced Science
2023
11
8

Valiev, Rashid R.;Nasibullin, Rinat T.;Sandström, Hilda;Rinke, Patrick;Puolamäki, Kai;Kurten, Theo
Predicting intersystem crossing rate constants of alkoxy-radical pairs with structure-based descriptors and machine learning
Physical Chemistry Chemical Physics
2025
27
28
14804-14814

Sandström, Hilda;Rinke, Patrick
Similarity-based analysis of atmospheric organic compounds for machine learning applications
Geoscientific Model Development
2025
18
9
2701-2724