ESMFold2Biohub
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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.
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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.
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Platforms Supported
Windows
Not Supported
Mac
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Linux
Not Supported
Cloud
Supported
On-Premises
Not Supported
iPhone
Not Supported
iPad
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Android
Not Supported
Chromebook
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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
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Audience
Structural biology researchers who need fast, high-resolution protein structure prediction from sequence for analysis, exploration, and experimental planning
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Audience
Companies searching for a Blockchain solution
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Support
Phone Support
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24/7 Live Support
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Online
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Support
Phone Support
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24/7 Live Support
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Online
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API
Offers API
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API
Offers API
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Pricing
Free
Free Version
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Free Trial
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Pricing
No information available.
Free Version
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Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Supported
Webinars
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Live Online
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In Person
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Training
Documentation
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Webinars
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Live Online
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In Person
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Company InformationBiohub
Founded: 2016
United States
biohub.ai/models/esmfold2
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Company InformationVeChain
Founded: 2015
China
www.vechain.org
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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
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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
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