Roland C. Aydin

22 papers A* 2Journal 20
YearRankTypeTitle / Venue / Authors
2026 J jnl
Enhancing the quality of gauge images captured in smoke and haze scenes through deep learning.
CoRR
Oscar Hernán Ramírez-Agudelo, Akshay N. Shewatkar, Edoardo Milana, Roland C. Aydin, Kai Franke
2026 J jnl
From Model Training to Model Raising.
Commun. ACM
Roland C. Aydin, Christian J. Cyron, Steve Bachelor, Ashton Anderson, Robert West
2026 J jnl
In-Context Molecular Property Prediction with LLMs: A Blinding Study on Memorization and Knowledge Conflicts.
CoRR
Matthias Busch, Marius Tacke, Sviatlana V. Lamaka, Mikhail L. Zheludkevich, Christian J. Cyron, Christian Feiler, Roland C. Aydin
2025 J jnl
Automating modeling in mechanics: LLMs as designers of physics-constrained neural networks for constitutive modeling of materials.
CoRR
Marius Tacke, Matthias Busch, Kian P. Abdolazizi, Jonas F. Eichinger, Kevin Linka, Christian J. Cyron, Roland C. Aydin
2025 J jnl
Code and Pixels: Multi-Modal Contrastive Pre-training for Enhanced Tabular Data Analysis.
CoRR
Kankana Roy, Lars Krämer, Sebastian Domaschke, Malik Haris, Roland C. Aydin, Fabian Isensee, Martin Held
2025 J jnl
Electromechanical computational model of the human stomach.
CoRR
Maire S. Henke, Sebastian Brandstaeter, Sebastian L. Fuchs, Roland C. Aydin, Alessio Gizzi, Christian J. Cyron
2025 A* conf
Fleet of Agents: Coordinated Problem Solving with Large Language Models.
ICML
Lars Henning Klein, Nearchos Potamitis, Roland C. Aydin, Robert West, Caglar Gulcehre, Akhil Arora
2025 J jnl
From Model Training to Model Raising - A call to reform AI model training paradigms from post-hoc alignment to intrinsic, identity-based development.
CoRR
Roland C. Aydin, Christian J. Cyron, Steve Bachelor, Ashton Anderson, Robert West
2025 J jnl
Functional partitioning through competitive learning.
Frontiers Artif. Intell.
Marius Tacke, Matthias Busch, Kevin Linka, Christian J. Cyron, Roland C. Aydin
2025 J jnl
Generative adversarial networks for creating realistic training data for machine learning-based segmentation of FIB tomography data.
Mach. Learn. Sci. Technol.
Trushal Sardhara, Christian J. Cyron, Martin Ritter, Roland C. Aydin
2025 J jnl
The AI Alignment Paradox.
Commun. ACM
Robert West, Roland C. Aydin
2024 J jnl
Active partitioning: inverting the paradigm of active learning.
CoRR
Marius Tacke, Matthias Busch, Kevin Linka, Christian J. Cyron, Roland C. Aydin
2024 J jnl
ECToNAS: Evolutionary Cross-Topology Neural Architecture Search.
CoRR
Elisabeth J. Schiessler, Roland C. Aydin, Christian J. Cyron
2024 J jnl
Emojinize: Enriching Any Text with Emoji Translations.
CoRR
Lars Henning Klein, Roland C. Aydin, Robert West
2024 J jnl
Fleet of Agents: Coordinated Problem Solving with Large Language Models using Genetic Particle Filtering.
CoRR
Akhil Arora, Lars Henning Klein, Nearchos Potamitis, Roland C. Aydin, Caglar Gulcehre, Robert West
2024 J jnl
There and Back Again: The AI Alignment Paradox.
CoRR
Robert West, Roland C. Aydin
2021 J jnl
A computational framework for modeling cell-matrix interactions in soft biological tissues.
CoRR
Jonas F. Eichinger, Maximilian J. Grill, Iman Davoodi Kermani, Roland C. Aydin, Wolfgang A. Wall, Jay D. Humphrey, Christian J. Cyron
2021 J jnl
Broccoli: Sprinkling Lightweight Vocabulary Learning into Everyday Information Diets.
CoRR
Roland C. Aydin, Lars Henning Klein, Arnaud Miribel, Robert West
2021 J jnl
Constitutive artificial neural networks: A fast and general approach to predictive data-driven constitutive modeling by deep learning.
J. Comput. Phys.
Kevin Linka, Markus Hillgärtner, Kian P. Abdolazizi, Roland C. Aydin, Mikhail Itskov, Christian J. Cyron
2021 J jnl
Neural network surgery: Combining training with topology optimization.
Neural Networks
Elisabeth J. Schiessler, Roland C. Aydin, Kevin Linka, Christian J. Cyron
2021 J jnl
What do cells regulate in soft tissues on short time scales?
CoRR
Jonas F. Eichinger, Daniel Paukner, Roland C. Aydin, Wolfgang A. Wall, Jay D. Humphrey, Christian J. Cyron
2020 A* conf
Broccoli: Sprinkling Lightweight Vocabulary Learning into Everyday Information Diets.
WWW
Roland C. Aydin, Lars Henning Klein, Arnaud Miribel, Robert West