ESMFold2

ESMFold2

Biohub
+
+

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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.

About

Simufact Welding is a modular product line, which offers comprehensive functionality for modeling the elastic-plastic behavior of materials and structural welding simulation. The software covers different welding processes. Simufact Welding is designed for modeling and simulation of a wide range of thermal joining processes by means of structural welding simulation including usual arc and beam welding processes as well as brazing. Additionally, Simufact Welding provides possibilities to model heat treatment processes, variations of cooling and unclamping setups as well as mechanical loading of welded structures. Identify critical distortions, i.e. with respect to assembly, bulging, imbalances, and clearances. Investigate and optimize clamping tools even before an investment in tools has been made. Identify optimal welding directions and welding sequences.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Structural biology researchers who need fast, high-resolution protein structure prediction from sequence for analysis, exploration, and experimental planning

Audience

Companies searching for a solution to manage and improve their operations

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version
Free Trial

Pricing

No information available.
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

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Reviews/Ratings

Overall 5.0 / 5
ease 5.0 / 5
features 5.0 / 5
design 5.0 / 5
support 5.0 / 5

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Biohub
Founded: 2016
United States
biohub.ai/models/esmfold2

Company Information

Hexagon
Founded: 1995
Germany
www.simufact.com/simufactwelding-welding-simulation.html

Alternatives

Alternatives

TRANSWELD

TRANSWELD

TRANSVALOR
ESMC

ESMC

Biohub
Evo 2

Evo 2

Arc Institute
HyperProtein

HyperProtein

Hypercube

Categories

Categories

Integrations

Biohub
Python
Simufact Additive
Welding Sequence Optimizer

Integrations

Biohub
Python
Simufact Additive
Welding Sequence Optimizer
Claim ESMFold2 and update features and information
Claim ESMFold2 and update features and information
Claim Simufact Welding and update features and information
Claim Simufact Welding and update features and information