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Biology

Generative Virtual Screening

Search a library of small molecules to identify chemical structures which are most likely to bind to a target protein.

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colabfold msa-search

Generates a multiple sequence alignment from a query sequence and a protein sequence database search.

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openfold openfold2

Predicts the 3D structure of a protein from its amino acid sequence, multiple sequence alignments, and templates.

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nvidia genmol

Fragment-Based Molecular Generation by Discrete Diffusion.

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deepmind alphafold2

Predicts the 3D structure of a protein from its amino acid sequence.

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mit diffdock

Predicts the 3D structure of how a molecule interacts with a protein.

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nvidia molmim

MolMIM performs controlled generation, finding molecules with the right properties.

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Protein Design

Generate a new protein structure that binds to a target protein.

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arc evo2-40b

Evo 2 is a biological foundation model that is able to integrate information over long genomic sequences while retaining sensitivity to single-nucleotide changes.

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nvidia Evo 2 Protein Design

This workflow shows how generative AI can generate DNA sequences that can be translated into proteins for bioengineering.

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deepmind alphafold2-multimer

Predicts the 3D structure of a protein from its amino acid sequence.

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ipd rfdiffusion

A generative model of protein backbones for protein binder design.

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ipd proteinmpnn

ProteinMPNN is a deep learning model for predicting amino acid sequences for protein backbones.

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PREVIEW

meta esm2-650m

Generates embeddings of proteins from their amino acid sequences.

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PREVIEW

meta esmfold

Predicts the 3D structure of a protein from its amino acid sequence.

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Explore NVIDIA Blueprints

Comprehensive reference workflows that accelerate application development and deployment, featuring NVIDIA acceleration libraries, APIs, and microservices for AI agents, digital twins, and more.

nvidia Build A Generative Protein Binder Design Pipeline

This blueprint shows how generative AI and accelerated NIM microservices can design protein binders smarter and faster.

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nvidia Build A Generative Virtual Screening Pipeline

This blueprint shows how generative AI and accelerated NIM microservices can design optimized small molecules smarter and faster.

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