| Enhanced stability of grassland soil temperature by plant diversity Y Huang, G Stein, O Kolle, K Kübler, ED Schulze, H Dong, D Eichenberg, ... Nature Geoscience 17 (1), 44-50, 2024 | 53 | 2024 |
| Exploring and exploiting conditioning of reinforcement learning agents A Asadulaev, I Kuznetsov, G Stein, A Filchenkov IEEE Access 8, 211951-211960, 2020 | 13 | 2020 |
| Plant diversity stabilizes soil temperature Y Huang, G Stein, O Kolle, K Kübler, ED Schulze, H Dong, D Eichenberg, ... bioRxiv, 2023.03. 13.532451, 2023 | 6 | 2023 |
| Enhanced stability of grassland soil temperature by plant diversity. Nat. Geosci. 17, 44–50 Y Huang, G Stein, O Kolle, K Kübler, ED Schulze, H Dong, D Eichenberg, ... | 5 | 2024 |
| Data-Driven Prediction of Large Infrastructure Movements Through Persistent Scatterer Time Series Modeling G Stein, J Ziemer, C Wicker, J Jänichen, G Demisch, D Klöpper, K Last, ... IGARSS 2024-2024 IEEE International Geoscience and Remote Sensing Symposium …, 2024 | 4 | 2024 |
| CausalRivers--Scaling up benchmarking of causal discovery for real-world time-series G Stein, M Shadaydeh, J Blunk, N Penzel, J Denzler arXiv preprint arXiv:2503.17452, 2025 | 3 | 2025 |
| Enhancing the Prediction of Dam Deformations: A Novel Data-Driven Approach J Ziemer, G Stein, C Wicker, J Jänichen, D Klöpper, K Last, J Denzler, ... Remote Sensing 17 (6), 1026, 2025 | 3 | 2025 |
| Seasonal shifts in plant diversity effects on above‐ground–below‐ground phenological synchrony AE Bonato Asato, C Guimarães‐Steinicke, G Stein, B Schreck, ... Journal of Ecology 113 (2), 472-484, 2025 | 3 | 2025 |
| Identifying deformation drivers in dam segments using combined X-and C-band PS time series J Ziemer, J Jänichen, G Stein, N Liedel, C Wicker, K Last, J Denzler, ... Remote Sensing 17 (15), 2629, 2025 | 2 | 2025 |
| Reducing Bias in Pre-trained Models by Tuning while Penalizing Change N Penzel, G Stein, J Denzler arXiv preprint arXiv:2404.12292, 2024 | 2 | 2024 |
| Investigating the effects of plant diversity on soil thermal diffusivity using Physics-Informed Neural Networks G Stein, SK Vemuri, Y Huang, A Ebeling, N Eisenhauer, M Shadaydeh, ... ICLR 2024 Workshop on AI4DifferentialEquations In Science, 2024 | 2 | 2024 |
| Stabilizing Transformer-Based Action Sequence Generation For Q-Learning G Stein, A Filchenkov, A Asadulaev arXiv preprint arXiv:2010.12698, 2020 | 2 | 2020 |
| When Medical Imaging Met Self-Attention: A Love Story That Didn't Quite Work Out T Piater, N Penzel, G Stein, J Denzler arXiv preprint arXiv:2404.12295, 2024 | 1 | 2024 |
| Embracing the black box: Heading towards foundation models for causal discovery from time series data G Stein, M Shadaydeh, J Denzler arXiv preprint arXiv:2402.09305, 2024 | 1 | 2024 |
| Outcome prediction and murmur detection in sets of phonocardiograms by a deep learning-based ensemble approach S Festag, G Stein, T Büchner, M Shadaydeh, J Denzler, C Spreckelsen 2022 Computing in Cardiology (CinC) 498, 1-4, 2022 | 1 | 2022 |
| Plant diversity shapes plant volatile emission differently at the species and community level P Medina-van Berkum, C Albracht, M Bröcher, MD Solbach, G Stein, ... bioRxiv, 2025.04. 30.651392, 2025 | | 2025 |
| KI4KI: Neues Projekt zur regelmäßigen Überwachung von Stauanlagen aus dem All C Dubois, J Jänichen, M Shadaydeh, G Stein, A Katz, D Klöpper, ... Messtechnische Überwachung von Stauanlagen; XII. Mittweidaer Talsperrentag …, 2022 | | 2022 |
| Conditioning of Reinforcement Learning Agents and its Policy Regularization Application A Asadulaev, I Kuznetsov, G Stein, A Filchenkov arXiv preprint arXiv:1906.05437, 2019 | | 2019 |
| Jacobian Policy Optimizations. A Asadulaev, G Stein, I Kuznetsov, A Filchenkov CoRR, 2019 | | 2019 |
Joachim DenzlerProfessor für Informatik, Friedrich-Schiller University JenaVerified email at uni-jena.de
Maha ShadaydehResearcher, FSU Jena, GermanyVerified email at uni-jena.de
Yuanyuan HuangGerman Centre for Integrative Biodiversity Research (iDiv) Jena-Halle-Leipzig, University of LeipzigVerified email at idiv.de
Andrey FilchenkovNoeon Research, ITMO UniversityVerified email at itmo.ru
Arip AsadulaevVerified email at itmo.ru
Clémence DuboisDLR Institute for Data ScienceVerified email at dlr.de
Niklas PenzelFriedrich-Schiller-Universität JenaVerified email at uni-jena.de
Tim BüchnerComputer Vision Group, Friedrich Schiller University JenaVerified email at uni-jena.de