CAESES vs. STOCHOS Comparison


CAESES FRIENDSHIP SYSTEMS AG	STOCHOS PI Probaligence GmbH	+	+
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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 STOCHOS is probabilistic AI for engineering and R&D. It learns from the simulation, test, and measurement data a team already has and predicts new variants in seconds, with an uncertainty on every prediction, so engineers know when to trust a result and when to run the solver instead. Built on DIM-GP, it works with small datasets, typically tens to a few hundred samples, and with scalars, signals, 2D and 3D fields, meshes, geometries, and images. Methods: surrogate modeling, uncertainty quantification, Bayesian and multi-objective optimization, multi-fidelity modeling, sensitivity analysis, and generative geometry. STOCHOS Flow, the visual workbench, builds the workflows without code and ships them to the team as web apps. Runs on your own hardware, installs offline. From PI Probaligence, founded 2018 in Grafing bei München, part of the CADFEM Group and an Ansys Technology Partner.
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 Not Supported Linux Supported Cloud Not Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Simulation engineers looking for a shape automation solution	Audience Engineers, Researcher, Simulation Engineers, Lab Researcher
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 No images available
Pricing No information available. Free Version Not Supported Free Trial Not Supported	Pricing Quote on request Free Version Not 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 Supported Live Online Supported In Person Supported
Company Information FRIENDSHIP SYSTEMS AG Founded: 2003 Germany www.caeses.com	Company Information PI Probaligence GmbH Founded: 2018 Germany probaligence.com
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FreeCAD	AgenaRisk Agena
MeshWorks DEP USA	Ansys Mechanical Ansys
Simcenter 3D Siemens View All	CADdoctor Elysium View All
Categories 3D Modeling Supported CAD Supported Engineering Supported Marine Supported Simulation Supported	Categories Machine Learning 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 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
Integrations No info available.	Integrations No info available.
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