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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
ResoluteAI offers a secure platform that allows users to simultaneously search through a variety of aggregated scientific, regulatory, and business databases. The platform's interactive analytics and downloadable visualizations enable users to forge connections that may lead to significant breakthroughs. Nebula, which is ResoluteAI's enterprise search solution tailored for the scientific community, leverages structured metadata alongside a suite of AI tools that enhance your institutional knowledge. This sophisticated approach incorporates various technologies such as natural language processing, optical character recognition, image recognition, and transcription, making it easier to locate and access proprietary information. With Nebula, researchers have the capability to reveal the latent value within their studies, experiments, market intelligence, and acquired assets. By utilizing structured metadata derived from unstructured text, users benefit from features like semantic expansion, conceptual search, and document similarity search, ensuring a comprehensive exploration of their data. This innovative platform transforms the way scientific data is accessed and utilized, paving the way for enhanced research outcomes.
API Access
Has API
API Access
Has API
Integrations
Biohub
Python
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
ResoluteAI
Founded
2015
Country
United States
Website
www.resolute.ai/
Product Features
Product Features
Data Discovery
Contextual Search
Data Classification
Data Matching
False Positives Reduction
Self Service Data Preparation
Sensitive Data Identification
Visual Analytics
Market Research
Benchmarking
Compensation Management
Data Management
Email / Online
Face-to-Face
Panel Management
Paper-Based
Phone-Based
Sample Management
Statistical Analysis
Survey Management
Natural Language Processing
Co-Reference Resolution
In-Database Text Analytics
Named Entity Recognition
Natural Language Generation (NLG)
Open Source Integrations
Parsing
Part-of-Speech Tagging
Sentence Segmentation
Stemming/Lemmatization
Tokenization