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Description

ESMFold2 builds upon its predecessor, ESMFold, by establishing a new benchmark in single-sequence structure prediction and facilitating the creation of novel functional proteins via exploration of the latent space within the ESMC model. This advanced model is capable of forecasting high-resolution, all-atom 3D structures of biomolecular complexes straight from the amino acid sequence, and it allows for the incorporation of multiple sequence alignments to improve accuracy on difficult targets. Tailored for predicting structures through both sequence and structure modalities, it employs ESM representations that drive a series of looped folding layers while a diffusion model translates pairwise representations into atomic-resolution outcomes. ESMFold2 excels in predicting protein structures from amino acid sequences, providing detailed structural data, including precise all-atom coordinates for both backbone and side chains, along with confidence metrics and optional distogram predictions for in-depth structural evaluation. Furthermore, its innovative approach enhances the understanding of protein folding dynamics and functional implications, making it a valuable tool for researchers in the field.

Description

The public blockchain generates its value through the contributions of its community members, tackling genuine economic challenges in the real world. With the introduction of BlockRef and Expiration transaction fields, users gain the ability to define when a transaction should be executed or deemed expired if it remains unconfirmed in a block. Additionally, the system supports various transaction fee delegation models, such as Multi-party Payment and Designated Gas Payer, which facilitate a seamless freemium approach for decentralized applications, thus allowing for easier user onboarding. Developers can also leverage multi-function atomic transactions to combine multiple payments and contract function calls into a single transaction while controlling their execution order. By establishing dependencies, the system ensures that transactions with specified prerequisites will only be executed after the required conditions are met, enhancing overall efficiency and reliability in business operations. This technology not only streamlines processes but also fosters innovation within the ecosystem as developers can create more complex and interrelated functionalities.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

AWS Marketplace
Biohub
Guarda Wallet
Hacken
Koinly
Ledger Nano X
NOWNodes
Python
Tradesilvania
Trocador
ZenLedger

Integrations

AWS Marketplace
Biohub
Guarda Wallet
Hacken
Koinly
Ledger Nano X
NOWNodes
Python
Tradesilvania
Trocador
ZenLedger

Pricing Details

Free
Free Trial
Free Version

Pricing Details

No price information available.
Free Trial
Free Version

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Vendor Details

Company Name

Biohub

Founded

2016

Country

United States

Website

biohub.ai/models/esmfold2

Vendor Details

Company Name

VeChain

Founded

2015

Country

China

Website

www.vechain.org

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