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Matthias Busch — most-cited papers & profile · Large Language Models
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Matthias Busch
6
papers ·
2
citations
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Most-cited papers
In-Context Molecular Property Prediction with LLMs: A Blinding Study on Memorization and Knowledge Conflicts
2026 · 1 citations
Automating modeling in mechanics: LLMs as designers of physics-constrained neural networks for constitutive modeling of materials
2025 · 1 citations
LLM-driven design of physics-constrained constitutive models: two agents are better than one
2026
LLM-driven design of physics-constrained constitutive models: two agents are better than one
2026
Machine-learned domain partitioning for computationally efficient coupling of continuum and particle simulations of membrane fabrication
2025
Topics
Physics ML
Materials
Chemistry
Multi-Agent
Evaluation
Benchmarks
Drug Discovery