Scholar

Roland Aydin

Google Scholar ID: S9dHiKkAAAAJ

Professor at Hamburg University of Technology, Germany

Large Language ModelsMachine LearningMaterials Science

Homepage↗Google Scholar↗

Citations & Impact

All-time

Citations

2,013

H-index

19

i10-index

27

Publications

20

Co-authors

0

Contact

TwitterOpen ↗

Publications

5 items

GENIUS: An Agentic AI Framework for Autonomous Design and Execution of Simulation Protocols

2025

Cited

0

Automating modeling in mechanics: LLMs as designers of physics-constrained neural networks for constitutive modeling of materials

2025

Cited

0

From Model Training to Model Raising -- A call to reform AI model training paradigms from post-hoc alignment to intrinsic, identity-based development

2025

Cited

0

Code and Pixels: Multi-Modal Contrastive Pre-training for Enhanced Tabular Data Analysis

2025

Cited

0

Fleet of Agents: Coordinated Problem Solving with Large Language Models

2024

Cited

1

Resume (English only)

Research Experience

Active in multiple research areas, including but not limited to climate, coastal studies, and technology development.

Co-authors

0 total

Co-authors: 0 (list not available)