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Description

ESMC represents the newest advancement in the ESM series of protein language models, pushing the boundaries of representation learning within the field of protein biology. With training on billions of evolutionary sequences, it adeptly captures representations that encapsulate a mechanistic understanding of protein structure and function. The model utilizes a transformer architecture, focusing on sequences as its primary modality, and is trained on a vast dataset comprising up to 6 billion proteins. ESMC is tailored for various protein science applications, such as predicting structures, annotating functions, designing proteins, and exploring evolutionary connections among proteins. Additionally, it possesses the capability to create novel proteins based on partial sequences, structures, or functional constraints, thereby enabling researchers to investigate innovative avenues in protein design and biological discovery. Accessible through the Biohub Platform, ESMC can be utilized via an API and the ESM Python package, which includes quickstart resources for installation, API key generation, and platform connectivity, ensuring a seamless experience for users. This comprehensive accessibility encourages a broader engagement with protein research and enhances collaborative efforts in the scientific community.

Description

QED Science is an innovative AI enterprise dedicated to highlighting exceptional scientific work and honoring the researchers behind it. Committed to the principle that the quality of science should be evident on its own, QED Science has created a comprehensive array of AI tools designed to critically assess scientific outputs while minimizing the impact of author reputation, institutional standing, and publication outlets. Their advanced technology evaluates scientific claims individually and accomplishes this much more rapidly than conventional peer review processes. The suite of features includes: • Peer Review: Offers expert feedback aimed at refining your research drafts. • Logic Check: Analyzes your arguments to identify any weaknesses or gaps in reasoning. • Evidence Analysis: Assesses your data and references to verify the strength of your conclusions. • Clarity Boost: Enhances your writing, simplifying complex concepts for better understanding. • Methodology Audit: Reviews your research methods to ensure they are thorough and reliable. • Collaboration Tools: Facilitates seamless communication among researchers to foster teamwork and enhance project outcomes.

API Access

Has API Yes 

API Access

Has API No 

Screenshots View All

Screenshots View All

No images available

Integrations

Biohub Yes 
Python Yes 

Integrations

Biohub No 
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 No 
iPad App No 
Android App No 
Windows No 
Mac No 
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 No 

Types of Training

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

Types of Training

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

Vendor Details

Company Name

Biohub

Founded

2016

Country

United States

Website

biohub.ai/models/esmc

Vendor Details

Company Name

QED Science

Founded

2025

Country

Israel

Website

www.qedscience.com

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Product Features

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