CAESES vs. NeuralWing Comparison


CAESES FRIENDSHIP SYSTEMS AG	NeuralWing Emmi AI	+	+
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About CAESES® foundation is a powerful and flexible parametric 3D modeler. The main purpose: Robust variable geometry with fewer parameters. Create a clean and robust parametric geometry that is ideal for automated meshing and analysis. Integrate, launch and control your simulation runs. Let it be your flexible GUI for process automation incl. 3D post-processing. CAESES® offers integrated methods for automated design explorations and shape optimization. Optimize imported geometries by using the shape deformation and morphing techniques of CAESES. CAESES® is a command-driven platform that can be fully scripted and customized. Includes batch mode capabilities. Accelerate your shape optimization process by mapping the results of an adjoint flow analysis to the geometry parameters. Get your flexible CAESES model in just a few days! Customized to your needs and easy to use. No CAESES expertise required.	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.
Platforms Supported Windows Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Not Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Simulation engineers looking for a shape automation solution	Audience Aerospace engineers and CFD researchers who need real-time neural simulation to test, optimize, and validate transonic aircraft wing designs faster
Support Phone Support Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Not Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Not Supported Free Trial Not Supported	Pricing Free Free Version Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information FRIENDSHIP SYSTEMS AG Founded: 2003 Germany www.caeses.com	Company Information Emmi AI Austria www.emmi.ai/models/neuralwing
Alternatives VisualARQ ASUNI	Alternatives NeuralMould Emmi AI
DYNAFORM Die Simulation TST Tooling Software Technology	Wings 3D
FreeCAD	Stallion 3D Hanley Innovations
MeshWorks DEP USA	PowerFLOW Dassault Systèmes
Simcenter 3D Siemens View All	CAESES FRIENDSHIP SYSTEMS AG View All
Categories 3D Modeling Supported CAD Supported Engineering Supported Marine Supported Simulation Supported	Categories AI Models Supported Engineering Supported
Engineering Features 2D Drawing Supported 3D Modeling Supported Chemical Engineering Not Supported Civil Engineering Not Supported Collaboration Not Supported Design Analysis Not Supported Design Export Supported Document Management Not Supported Electrical Engineering Not Supported Mechanical Engineering Supported Mechatronics Not Supported Presentation Tools Supported Structural Engineering Not Supported Show More Features 3D Modeling Features 2D Drawing Supported Animation Supported Annotations Not Supported Bill of Materials Not Supported Character Modeling Not Supported Collaboration Tools Not Supported Component Library Not Supported Data Import / Export Supported For 3D Printing Supported For Architects Not Supported For Manufacturers Supported Reference Management Not Supported Simulation Supported CAD Features 2 1/2-Axis Milling Not Supported 2D Drawing Not Supported 3-Axis Milling Not Supported 3D Modeling Not Supported 4-Axis Milling Not Supported 5-Axis Milling Not Supported Civil Not Supported Collaboration Not Supported Database Connectivity Supported Design Analysis Not Supported Design Export Not Supported Document Management Not Supported Electrical Not Supported Hole Making Not Supported Mechanical Not Supported Mechatronics Not Supported Presentation Tools Not Supported Simulate Cycles Not Supported Spiral Output Not Supported Structural Engineering Not Supported Toolpath Simulation Not Supported User Defined Cycles Not Supported
Integrations No info available.	Integrations No info available.
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