Rhyan Barrett

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Scientific Discovery & Drug Design (2)Architecture Design (Transformers, SSMs, MoE) (1)Training Efficiency & Optimization (1)

Frequent co-authors

Julia Westermayr (2)Robin Curth (1)Rhyan Barrett (1)S. Wesely (1)Sophia Wesely (1)Julia Westermayr (1)

Papers (2)

Apr 14, 2026

Rhyan Barrett +2Apr 14, 2026·also Center for Scalable Data Analytics and Artificial Intelligence (ScaDS.AI)

Hierarchical generative modeling for the design of multi-component systems

Generative AI can now design complex multi-component systems like catalysts by jointly optimizing molecular composition and spatial arrangement.

Rhyan Barrett, Robin Curth, Julia Westermayr

Architecture Design (Transformers, SSMs, MoE)Scientific Discovery & Drug Design

Rhyan Barrett +5Apr 14, 2026·also †These authors contributed equally, Center for Scalable Data Analytics and Artificial Intelligence (ScaDS.AI)

Transferable excited-state dynamics enable screening of fluorescent protein chromophores

Unlocking efficient screening of fluorescent protein chromophores, X-MACE reveals design principles for tuning fluorescence by controlling excited-state relaxation pathways.

Rhyan Barrett, Rhyan Barrett, S. Wesely +3

Scientific Discovery & Drug Design Training Efficiency & Optimization

Rhyan Barrett

Research focus

Frequent co-authors

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Rhyan Barrett

Research focus

Frequent co-authors

Papers (2)