ESMCBiohub
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Sapio Scientific Data CloudSapio Sciences
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About
ESMC is the latest in the ESM family of protein language models, establishing a new frontier in representation learning for protein biology. Trained on billions of evolutionary sequences, it learns representations that reflect a mechanistic reduction of protein structure and function. The model is built on a transformer architecture, supports sequences as its core modality, and is trained on up to 6 billion proteins. ESMC is designed for protein science research, including structure prediction, function annotation, protein design, and understanding evolutionary relationships between proteins. It can generate novel proteins from partial sequence, structure, or functional constraints, helping researchers explore new possibilities in protein design and biological discovery. The Biohub Platform provides access to ESMC through the API and the ESM Python package, with quickstart resources for installing the package, creating an API key, connecting to the platform.
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About
Sapio Scientific Data Cloud is a science-aware scientific data management system that unifies and contextualizes all your laboratory data, assay results, instrument outputs, archives, and third-party ELN/LIMS records into a single, searchable platform without any coding. It supports automated data capture and parsing from over 200 instrument adaptors, semantic search powered by ontologies, built-in charting, and advanced neural-network analytics (ANOVA, best-response curves, 4/5 PL curves, flow-cytometry gating), and AI-driven insights. Secure, role-based access and data archiving keep sensitive information safe, while protein, molecule, plasmid, and system-wide viewers let scientists explore results interactively. Deep integration with Sapio LIMS and ELN systems automatically associates data with samples, experiments, and entities.
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Audience
Protein science researchers who need transformer-based sequence representations for structure prediction, function annotation, mutation analysis, and protein design
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Audience
Laboratory IT teams wanting a solution to integrate, organize, search and analyze enterprise-wide scientific data with built-in AI and contextual insights
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Support
Phone Support
24/7 Live Support
Online
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Support
Phone Support
24/7 Live Support
Online
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API
Offers API
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API
Offers API
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Pricing
Free
Free Version
Free Trial
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Pricing
No information available.
Free Version
Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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Company InformationBiohub
Founded: 2016
United States
biohub.ai/models/esmc
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Company InformationSapio Sciences
Founded: 2004
United States
www.sapiosciences.com/products/sdms-scientific-data-cloud/
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