ESMFold2Biohub
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HyperXCollier Aerospace
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Related Products
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About
ESMFold2 is the successor to ESMFold, setting a new state of the art for single-sequence structure prediction and enabling the generation of new functional proteins through searching the ESMC model’s latent space. The model predicts high-resolution, all-atom 3D structures of biomolecular complexes directly from sequence, with optional multiple sequence alignment input for enhanced accuracy on challenging targets. It is designed for structure prediction using sequence and structure modalities, with ESM representations powering a series of looped folding layers and a diffusion model projecting pairwise representations to atomic-resolution predictions. ESMFold2 predicts protein structures directly from amino acid sequences and outputs comprehensive structural information, including all-atom coordinates for backbone and side chains, confidence metrics, and optional distogram predictions for detailed structural analysis.
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About
Collier Aerospace develops HyperX, a computer-aided engineering software suite for structural analysis, design optimization, and lightweighting of aerospace and high-performance composite and metallic structures. HyperX provides engineers with an automated framework to perform classical and advanced failure analyses with margin-of-safety reporting across hundreds of analytical methods and thousands of finite element analysis load cases, then sizes structural elements to find the lightest manufacturable combination of materials, panel geometries, layup ply angles, and stacking sequences. It integrates with users’ preferred FEA and CAD tools, updating optimized panel and joint designs directly in both FEM and CAD models and maintaining a consistent digital thread from concept through certification. HyperX’s capabilities include stress analysis, sizing optimization, producibility evaluation, certification-ready reporting, data traceability, and trend dashboards.
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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
Structural biology researchers who need fast, high-resolution protein structure prediction from sequence for analysis, exploration, and experimental planning
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Audience
Aerospace and advanced vehicle structural engineers and design teams who need powerful CAE tools to automate analysis, optimize structural weight, and support certification of composite and metallic flight hardware
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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/esmfold2
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Company InformationCollier Aerospace
Founded: 1995
United States
collieraerospace.com
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Categories |
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Integrations
Biohub
Python
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