Search Results for author: Brian Hie

Found 4 papers, 1 papers with code

Mechanistic Design and Scaling of Hybrid Architectures

no code implementations26 Mar 2024 Michael Poli, Armin W Thomas, Eric Nguyen, Pragaash Ponnusamy, Björn Deiseroth, Kristian Kersting, Taiji Suzuki, Brian Hie, Stefano Ermon, Christopher Ré, Ce Zhang, Stefano Massaroli

The development of deep learning architectures is a resource-demanding process, due to a vast design space, long prototyping times, and high compute costs associated with at-scale model training and evaluation.

Generative artificial intelligence for de novo protein design

no code implementations15 Oct 2023 Adam Winnifrith, Carlos Outeiral, Brian Hie

Engineering new molecules with desirable functions and properties has the potential to extend our ability to engineer proteins beyond what nature has so far evolved.

Protein Design

Learning Mutational Semantics

1 code implementation NeurIPS 2020 Brian Hie, Ellen Zhong, Bryan Bryson, Bonnie Berger

In many natural domains, changing a small part of an entity can transform its semantics; for example, a single word change can alter the meaning of a sentence, or a single amino acid change can mutate a viral protein to escape antiviral treatment or immunity.

Sentence valid

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