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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

OpenAI's advanced research tool utilizes artificial intelligence to independently carry out intricate, multi-step research tasks across a range of fields, including science, programming, and mathematics. By processing user inputs—such as questions, textual documents, images, PDFs, or spreadsheets—the tool creates a detailed research strategy, collects pertinent information, and provides thorough answers in just a few minutes. Additionally, it offers summaries of the research process with citations, enabling users to verify the sources of the information. Although this tool greatly enhances research efficiency, it can sometimes yield errors or have difficulty distinguishing between credible sources and false information. Currently, it is accessible to ChatGPT Pro users, marking a significant advancement in AI-assisted knowledge exploration, and further enhancements for accuracy and response speed are in the pipeline. This ongoing development reflects a commitment to refining the tool's capabilities and ensuring users receive the most reliable information.

API Access

Has API Yes 

API Access

Has API No 

Screenshots View All

Screenshots View All

Integrations

Biohub Yes 
ChatGPT No 
ChatGPT Enterprise No 
ChatGPT Plus No 
ChatGPT Pro No 
GPT-4o No 
GitHub No 
Microsoft 365 Copilot Analyst No 
Microsoft 365 Copilot Researcher No 
Microsoft OneDrive No 
Microsoft SharePoint No 
OpenAI No 
OpenAI o1 No 
OpenAI o1-mini No 
OpenAI o1-pro No 
OpenAI o3-mini No 
OpenAI o3-mini-high No 
Python Yes 

Integrations

Biohub No 
ChatGPT Yes 
ChatGPT Enterprise Yes 
ChatGPT Plus Yes 
ChatGPT Pro Yes 
GPT-4o Yes 
GitHub Yes 
Microsoft 365 Copilot Analyst Yes 
Microsoft 365 Copilot Researcher Yes 
Microsoft OneDrive Yes 
Microsoft SharePoint Yes 
OpenAI Yes 
OpenAI o1 Yes 
OpenAI o1-mini Yes 
OpenAI o1-pro Yes 
OpenAI o3-mini Yes 
OpenAI o3-mini-high Yes 
Python No 

Pricing Details

Free
Free Trial No 
Free Version Yes 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App Yes 
iPad App Yes 
Android App Yes 
Windows Yes 
Mac Yes 
Linux No 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Vendor Details

Company Name

Biohub

Founded

2016

Country

United States

Website

biohub.ai/models/esmfold2

Vendor Details

Company Name

OpenAI

Founded

2015

Country

United States

Website

openai.com/index/introducing-deep-research/

Product Features

Product Features

Artificial Intelligence

Chatbot No 
For Healthcare No 
For Sales No 
For eCommerce No 
Image Recognition No 
Machine Learning No 
Multi-Language No 
Natural Language Processing No 
Predictive Analytics No 
Process/Workflow Automation No 
Rules-Based Automation No 
Virtual Personal Assistant (VPA) No 

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