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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 Anuta ATOM?

Enhance your automation initiatives with Anuta ATOM, a solution tailored for Monitoring and Closed-Loop Automation in Multi-Vendor Networks. This platform simplifies the management and oversight of your varied network through a unified approach. Anuta ATOM supports a broad spectrum of leading vendors, including Cisco, Juniper, Arista, and F5, among others. In instances where your preferred vendor is not listed, the platform's highly flexible architecture enables swift integration, often achievable within a mere 2-6 weeks. Whether you need to incorporate IPAM, ITSM tools, or public cloud services, ATOM can effortlessly meet those needs. The system guarantees robust integration with numerous ecosystem vendors, further optimizing your network automation workflows. With ATOM’s remediation capabilities, maintaining network compliance becomes a breeze, as it provides accurate configurations for any policies that may fall out of compliance, either on demand or via scheduled updates, ensuring your network's adherence to standards. Perform both real-time and planned compliance evaluations to analyze the uniformity of your configurations. Moreover, ATOM facilitates compliance checks across various device groups or specific geographical areas, significantly boosting your operational efficiency and oversight. The adaptability of Anuta ATOM positions it as an essential tool for modern network management.

Media

Media

Integrations Supported

Biohub
Junos Traffic Vision
Python

Integrations Supported

Biohub
Junos Traffic Vision
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

Anuta Networks

Date Founded

2010

Company Location

United States

Company Website

www.anutanetworks.com/anuta-atom-overview/

Categories and Features

Categories and Features

Network Automation

Compliance Monitoring
Configuration Backup
Configuration Changes
Network Orchestration
Performance Monitoring
Tool Access Control
Vulnerability Assessments

Network Monitoring

Bandwidth Monitoring
Baseline Manager
Diagnostic Tools
IP Address Monitoring
Internet Usage Monitoring
Real Time Analytics
Resource Management
SLA Monitoring
Server Monitoring
Uptime Monitoring
Web Traffic Reporting

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