3 citations · 3 across the 1 of their papers we have counts for
5 papers
Artificial Intelligence for Food Innovation
Bianca Datta, Markus J. Buehler, Yvonne Chow +14
Global food systems must deliver nutritious, sustainable foods while sharply reducing environmental impact. Yet, food innovation remains slow, empirical, and fragmented. Artificial…
Swarms of Large Language Model Agents for Protein Sequence Design with Experimental Validation
Fiona Y. Wang, Di Sheng Lee, David L. Kaplan +1
Designing proteins de novo with tailored structural, physicochemical, and functional properties remains a grand challenge in biotechnology, medicine, and materials science, due to…
High-throughput Screening of the Mechanical Properties of Peptide Assemblies
Sarah K. Yorke, Zhenze Yang, Aviad Levin +4
Peptides are recognized for their varied self-assembly behaviors, forming a wide array of structures and geometries, such as spheres, fibers, and hydrogels, each presenting a uniqu…
Agentic End-to-End De Novo Protein Design for Tailored Dynamics Using a Language Diffusion Model
Bo Ni, Markus J. Buehler
Proteins are dynamic molecular machines whose biological functions, spanning enzymatic catalysis, signal transduction, and structural adaptation, are intrinsically linked to their…
Learning the rules of peptide self-assembly through data mining with large language models
Zhenze Yang, Sarah K. Yorke, Tuomas P. J. Knowles +1
Peptides are ubiquitous and important biologically derived molecules, that have been found to self-assemble to form a wide array of structures. Extensive research has explored the…