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Description
NeuralWing serves as a cutting-edge model for real-time neural simulation and design optimization specifically tailored for transonic aircraft aerodynamics. It leverages the most comprehensive 3D transonic wing dataset, derived from 30,000 steady-state CFD simulations that span a 3D wing operating within the transonic regime, incorporating variations in four distinct geometry parameters and two different inflow conditions. By utilizing Emmi’s AB-UPT surrogate model, which has been meticulously trained on this extensive dataset, NeuralWing empowers users to effortlessly alter wing geometries, conduct optimizations, and enhance aerodynamic efficiency within mere seconds. The model is designed to facilitate transonic 3D wing simulations, accommodating variations in geometry and inflow, while offering real-time inference and optimization of design parameters. Users input a geometry mesh in STL format along with speed and angle of attack, and in return, they receive outputs that include pressure, friction, velocity fields, and integral forces such as lift and drag. Geometry meshes are generated dynamically in response to four design parameters, employing a differentiable approach that allows for swift assessment of design modifications. Furthermore, NeuralWing boasts an impressive accuracy rate of 99.5%, making it an invaluable tool for aerodynamics research and development. This level of precision ensures that engineers can trust the results as they iterate on their designs.
Description
Yade is a versatile and open-source framework aimed at discrete numerical modeling, particularly utilizing the Discrete Element Method. The core computational components are developed in C++, leveraging a flexible object model that facilitates the standalone implementation of new algorithms and interfaces. Meanwhile, Python serves as the language for quick and efficient construction of scenes, control of simulations, postprocessing tasks, and debugging processes. This framework is particularly suited for researchers and engineers who require the ability to create, execute, analyze, adjust, and expand particle-based simulations through scripts, interactive commands, graphical interfaces, and reusable simulation elements. Users can construct simulations using specialized generators or directly through Python scripts, offering considerable freedom in developing custom models, importing geometries, reusing code, and managing the entire simulation loop. Each simulation is represented as a scene that encompasses bodies, interactions, and the forces resulting from them, with the bodies characterized by their geometry, material properties, and state variables. Additionally, Yade's architecture promotes collaboration and sharing of advancements within the research community, enabling continuous improvement of simulation techniques.
API Access
Has API
API Access
Has API
Integrations
C++
Python
Pricing Details
Free
Free Trial
Free Version
Pricing Details
Free
Free Trial
Free Version
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Vendor Details
Company Name
Emmi AI
Country
Austria
Website
www.emmi.ai/models/neuralwing
Vendor Details
Company Name
Yade
Founded
2009
Country
Czech Republic
Website
yade-dem.org/doc/
Product Features
Engineering
2D Drawing
3D Modeling
Chemical Engineering
Civil Engineering
Collaboration
Design Analysis
Design Export
Document Management
Electrical Engineering
Mechanical Engineering
Mechatronics
Presentation Tools
Structural Engineering