ESMFold2

ESMFold2

Biohub
+
+

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About

ESMFold2 is the successor to ESMFold, setting a new state of the art for single-sequence structure prediction and enabling the generation of new functional proteins through searching the ESMC model’s latent space. The model predicts high-resolution, all-atom 3D structures of biomolecular complexes directly from sequence, with optional multiple sequence alignment input for enhanced accuracy on challenging targets. It is designed for structure prediction using sequence and structure modalities, with ESM representations powering a series of looped folding layers and a diffusion model projecting pairwise representations to atomic-resolution predictions. ESMFold2 predicts protein structures directly from amino acid sequences and outputs comprehensive structural information, including all-atom coordinates for backbone and side chains, confidence metrics, and optional distogram predictions for detailed structural analysis.

About

The public blockchain that derives its value from activities created by members within the ecosystem solving real world economic problems. With BlockRef and Expiration transaction fields, users can set the time when transaction is processed or expired if not being included in a block. Flexible transaction fee delegation schemes (Multi-party Payment and Designated Gas Payer) enable a freemium model within a decentralized application to onboard users without friction. Multi-function atomic transactions allow developers to batch payments, add multiple calls to different contract functions into one transaction and determine their sequence. Set dependencies to ensure the execution order meets the business need, transactions that specify a dependency will not be executed until the required transaction is processed.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Supported
iPad Supported
Android Supported
Chromebook Not Supported

Audience

Structural biology researchers who need fast, high-resolution protein structure prediction from sequence for analysis, exploration, and experimental planning

Audience

Companies searching for a Blockchain solution

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Supported

API

Offers API Not Supported

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version Supported
Free Trial Not Supported

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

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Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Supported
Webinars Supported
Live Online Not Supported
In Person Not Supported

Company Information

Biohub
Founded: 2016
United States
biohub.ai/models/esmfold2

Company Information

VeChain
Founded: 2015
China
www.vechain.org

Alternatives

Alternatives

ESMC

ESMC

Biohub
Evo 2

Evo 2

Arc Institute
HyperProtein

HyperProtein

Hypercube

Categories

AI Models Supported
AI Science Supported

Categories

Blockchain Supported
Layer 1 Protocols Supported
Smart Contract Supported

Integrations

AWS Marketplace Not Supported
Biohub Supported
Guarda Wallet Not Supported
Hacken Not Supported
Koinly Not Supported
Ledger Nano X Not Supported
NOWNodes Not Supported
Python Supported
Tradesilvania Not Supported
Trocador Not Supported
ZenLedger Not Supported

Integrations

AWS Marketplace Supported
Biohub Not Supported
Guarda Wallet Supported
Hacken Supported
Koinly Supported
Ledger Nano X Supported
NOWNodes Supported
Python Not Supported
Tradesilvania Supported
Trocador Supported
ZenLedger Supported
Claim ESMFold2 and update features and information
Claim ESMFold2 and update features and information
Claim VeChain and update features and information
Claim VeChain and update features and information