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What is ESMFold2?

Building upon its predecessor, ESMFold, ESMFold2 sets a new standard in the realm of single-sequence structure prediction while also enabling the design of novel functional proteins by delving into the latent space of the ESMC model. This sophisticated model can accurately predict high-resolution, all-atom 3D structures of biomolecular complexes directly from amino acid sequences and incorporates multiple sequence alignments to enhance accuracy for challenging targets. Designed to predict structures using both sequence and structural modalities, it utilizes ESM representations that power a sequence of looped folding layers, while a diffusion model converts pairwise representations into atomic-resolution results. ESMFold2 stands out in its ability to forecast protein structures from amino acid sequences, providing comprehensive structural information, including exact all-atom coordinates for backbone and side chains, as well as confidence metrics and optional distogram predictions for thorough structural analysis. In addition, its groundbreaking methodology deepens the understanding of protein folding dynamics and their functional implications, positioning it as an indispensable tool for researchers engaging in this area of study. Ultimately, ESMFold2 not only advances structural biology but also opens new avenues for the development of protein-based applications.

What is Atomic?

Atomic's cloud solution delivers timely, actionable notifications right within your existing applications, significantly boosting user engagement and improving customer retention rates. Each notification is carefully customized for each user, providing essential information at precisely the right moment along with a personalized touch. This method directs customers back to your app, where they can interact with an Atomic Action Card that allows them to take action with a simple tap. As a result, customers can quickly resume their daily tasks without interruption. Atomic integrates effortlessly with your current applications and connects to a range of platforms, including marketing data systems, web services, legacy systems, and even manual workflows, ensuring immediate support for your busy customers. Furthermore, Atomic reduces the burden on your digital teams, contact centers, and developers by efficiently managing everything from customer communication and feedback to tracking outcomes and generating reports. This extensive functionality guarantees that all facets of customer interaction and data management are optimized for peak performance, ultimately enhancing the overall user experience and driving business success. By leveraging such a solution, companies can foster a more connected and responsive environment for their customers.

Media

Media

Integrations Supported

Biohub
NOWPayments
Plaid
Python

Integrations Supported

Biohub
NOWPayments
Plaid
Python

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Biohub

Date Founded

2016

Company Location

United States

Company Website

biohub.ai/models/esmfold2

Company Facts

Organization Name

Atomic.io

Date Founded

2014

Company Location

New Zealand

Company Website

www.atomic.io

Categories and Features

Categories and Features

Prototyping

Animation
Collaboration
Drag & Drop
Software Prototyping
Templates
UI Prototyping
UX Prototyping
Usability Testing
Version Control

UX

Animation
For Mobile
For Websites
Heatmaps
Prototyping
Screen Activity Recording
Unmoderated Testing
Usability Testing
User Journeys
User Research

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