NeuralWingEmmi AI
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Simcenter InspireSiemens
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About
NeuralWing is a real-time neural simulation and design optimization model for transonic aircraft aerodynamics. It is built around the largest 3D transonic wing dataset, created from 30,000 steady-state CFD simulations of a 3D wing in the transonic regime, with variations across four geometry parameters and two inflow conditions. Using Emmi’s AB-UPT surrogate model trained on this data, NeuralWing enables users to modify wing geometry, test optimizations, and maximize aerodynamic efficiency in seconds. The model supports transonic 3D wing simulation, geometry and inflow variations, real-time inference, and design-parameter optimization. Its inputs include a geometry mesh in STL format, speed, and angle of attack, while its outputs include pressure, friction, velocity fields, and integral forces such as lift and drag. Geometry meshes are created in real time from four design parameters in a differentiable manner, allowing fast exploration of design changes.
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About
Simcenter Inspire is a Siemens simulation-driven design platform that helps users generate, optimize, validate, and manufacture innovative parts in one environment. It brings CAE capabilities into a CAD-like workspace so designers can explore concepts, test performance, and assess manufacturability earlier in the design process. The software combines geometry modeling, generative design, manufacturing simulation, and GPU-enhanced rendering to support faster product development. Simcenter Inspire includes advanced hybrid modeling tools that allow users to work with BRep, PolyNURBS, facets, and implicit geometry. It also provides embedded solvers for structural, motion, and fluid performance exploration while reducing or automating meshing. With optimization tools for lightweighting, material efficiency, and structural refinement, Simcenter Inspire helps teams move from early design ideas to manufacturable products with greater confidence.
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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
Aerospace engineers and CFD researchers who need real-time neural simulation to test, optimize, and validate transonic aircraft wing designs faster
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Audience
Simcenter Inspire is best suited for product designers, mechanical engineers, CAE users, manufacturing engineers, foundry teams, and organizations that need simulation-driven design, generative optimization, manufacturability analysis, and faster concept validation
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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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Screenshots and Videos |
Screenshots and Videos |
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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 InformationEmmi AI
Austria
www.emmi.ai/models/neuralwing
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Company InformationSiemens
Founded: 1847
Germany
www.siemens.com/en-us/products/simcenter/mechanical-simulation/inspire/
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Integrations
Simcenter Simsolid
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