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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 Atom?

Leveraging our sophisticated Point of Interest (POI) management techniques alongside a hyperlocal toolkit for swift targeting, EQ proudly presents GeoCohorts, a groundbreaking approach that prioritizes user privacy while enabling large-scale aggregation and targeting. Regardless of the market segment you wish to reach, Atom is tailored to meet all of your programmatic media buying needs. While hyperlocal targeting has been around for some time, successfully achieving precision across a wide scale and deriving valuable insights for campaigns has often been neglected in favor of broader categories defined by generic radii. Atom boasts a meticulously curated, global POI database that permits users to identify the exact locations they wish to engage. Whether the focus is on an expansive worldwide franchise or a small local coffee shop, Atom merges customized polygon mapping with comprehensive location-based analytics, allowing hyperlocal marketers to engage with their target audience at the most opportune times while obtaining essential insights for fine-tuning campaigns or enhancing overall business strategies. This fresh approach not only empowers marketers to tackle the intricacies of contemporary advertising with improved efficacy and transparency, but it also positions them to make informed decisions that drive success in their initiatives. Ultimately, the combination of these tools paves the way for a more strategic and impactful marketing landscape.

Media

Media

Integrations Supported

Biohub
Python

Integrations Supported

Biohub
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

EQ Works

Date Founded

1994

Company Location

Canada

Company Website

www.eqworks.com/platforms/atom/

Categories and Features

Categories and Features

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