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

2,308

H-index

20

i10-index

27

Publications

20

Co-authors

0

Contact

No contact links provided.

Publications

6 items

LLM-driven design of physics-constrained constitutive models: two agents are better than one

2026

Cited

0

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)

Co-authors

0 total

Co-authors: 0 (list not available)