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ORCIDRoland C. Aydin
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2020 – today
- 2026
[j6]Roland C. Aydin, Christian J. Cyron
, Steve Bachelor, Ashton Anderson, Robert West:
From Model Training to Model Raising. Commun. ACM 69(2): 24-27 (2026)- [i15]Oscar Hernán Ramírez-Agudelo, Akshay N. Shewatkar, Edoardo Milana, Roland C. Aydin, Kai Franke:
Enhancing the quality of gauge images captured in smoke and haze scenes through deep learning. CoRR abs/2601.10537 (2026) - [i14]Matthias Busch, Marius Tacke, Sviatlana V. Lamaka, Mikhail L. Zheludkevich, Christian J. Cyron, Christian Feiler, Roland C. Aydin:
In-Context Molecular Property Prediction with LLMs: A Blinding Study on Memorization and Knowledge Conflicts. CoRR abs/2603.25857 (2026) - [i13]Marius Tacke, Matthias Busch, Kian P. Abdolazizi, Jonas F. Eichinger, Kevin Linka, Roland C. Aydin, Christian J. Cyron:
LLM-driven design of physics-constrained constitutive models: two agents are better than one. CoRR abs/2605.23754 (2026) - 2025
- [j5]Robert West, Roland C. Aydin:
The AI Alignment Paradox. Commun. ACM 68(3): 24-26 (2025) - [j4]Marius Tacke, Matthias Busch, Kevin Linka, Christian J. Cyron, Roland C. Aydin:
Functional partitioning through competitive learning. Frontiers Artif. Intell. 8 (2025) - [j3]Trushal Sardhara, Christian J. Cyron, Martin Ritter, Roland C. Aydin:
Generative adversarial networks for creating realistic training data for machine learning-based segmentation of FIB tomography data. Mach. Learn. Sci. Technol. 6(2): 25023 (2025) - [c2]Lars Henning Klein, Nearchos Potamitis, Roland C. Aydin, Robert West, Caglar Gulcehre, Akhil Arora:
Fleet of Agents: Coordinated Problem Solving with Large Language Models. ICML 2025 - [i12]Kankana Roy, Lars Krämer, Sebastian Domaschke, Malik Haris, Roland C. Aydin, Fabian Isensee, Martin Held:
Code and Pixels: Multi-Modal Contrastive Pre-training for Enhanced Tabular Data Analysis. CoRR abs/2501.07304 (2025) - [i11]Maire S. Henke, Sebastian Brandstaeter, Sebastian L. Fuchs, Roland C. Aydin, Alessio Gizzi, Christian J. Cyron:
Electromechanical computational model of the human stomach. CoRR abs/2509.02486 (2025) - [i10]Roland C. Aydin, Christian J. Cyron, Steve Bachelor, Ashton Anderson, Robert West:
From Model Training to Model Raising - A call to reform AI model training paradigms from post-hoc alignment to intrinsic, identity-based development. CoRR abs/2511.09287 (2025) - [i9]Marius Tacke, Matthias Busch, Kian P. Abdolazizi, Jonas F. Eichinger, Kevin Linka, Christian J. Cyron, Roland C. Aydin:
Automating modeling in mechanics: LLMs as designers of physics-constrained neural networks for constitutive modeling of materials. CoRR abs/2512.01735 (2025) - 2024
- [i8]Lars Henning Klein, Roland C. Aydin, Robert West:
Emojinize: Enriching Any Text with Emoji Translations. CoRR abs/2403.03857 (2024) - [i7]Elisabeth J. Schiessler, Roland C. Aydin, Christian J. Cyron:
ECToNAS: Evolutionary Cross-Topology Neural Architecture Search. CoRR abs/2403.05123 (2024) - [i6]Akhil Arora, Lars Henning Klein, Nearchos Potamitis, Roland C. Aydin, Caglar Gulcehre, Robert West:
Fleet of Agents: Coordinated Problem Solving with Large Language Models using Genetic Particle Filtering. CoRR abs/2405.06691 (2024) - [i5]Robert West, Roland C. Aydin:
There and Back Again: The AI Alignment Paradox. CoRR abs/2405.20806 (2024) - [i4]Marius Tacke, Matthias Busch, Kevin Linka, Christian J. Cyron, Roland C. Aydin:
Active partitioning: inverting the paradigm of active learning. CoRR abs/2411.18254 (2024) - 2021
- [j2]Kevin Linka, Markus Hillgärtner, Kian P. Abdolazizi, Roland C. Aydin, Mikhail Itskov, Christian J. Cyron:
Constitutive artificial neural networks: A fast and general approach to predictive data-driven constitutive modeling by deep learning. J. Comput. Phys. 429: 110010 (2021) - [j1]Elisabeth J. Schiessler, Roland C. Aydin, Kevin Linka, Christian J. Cyron:
Neural network surgery: Combining training with topology optimization. Neural Networks 144: 384-393 (2021) - [i3]Jonas F. Eichinger, Maximilian J. Grill, Iman Davoodi Kermani, Roland C. Aydin, Wolfgang A. Wall, Jay D. Humphrey, Christian J. Cyron:
A computational framework for modeling cell-matrix interactions in soft biological tissues. CoRR abs/2103.13110 (2021) - [i2]Jonas F. Eichinger, Daniel Paukner, Roland C. Aydin, Wolfgang A. Wall, Jay D. Humphrey, Christian J. Cyron:
What do cells regulate in soft tissues on short time scales? CoRR abs/2104.05580 (2021) - [i1]Roland C. Aydin, Lars Henning Klein, Arnaud Miribel, Robert West:
Broccoli: Sprinkling Lightweight Vocabulary Learning into Everyday Information Diets. CoRR abs/2104.07941 (2021) - 2020
- [c1]Roland C. Aydin, Lars Henning Klein, Arnaud Miribel, Robert West:
Broccoli: Sprinkling Lightweight Vocabulary Learning into Everyday Information Diets. WWW 2020: 1344-1354
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