A shape evaluation solution that employs cutting-edge deep learning AI technology. It is capable of learning 3D data distributions and 3D geometric characteristics!
Neural Concept Shape is a SaaS-based predictive analysis solution based on deep learning AI technology. It builds AI models from 3D shapes and analysis results, allowing for shape evaluation in as little as a few milliseconds, achieving results comparable to traditional numerical analysis. It can be applied to components with different shape parameters and transient phenomena, and it also supports transfer learning.
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basic information
NCS adopts cutting-edge deep learning AI technology to provide new value in 3D CAE/simulation. ◆ Utilizes a unique deep learning AI technology called 3D Geometric Convolutional Neural Network By basing it on a convolutional neural network that corresponds to three-dimensional shapes, it enables the learning of 3D data distributions and three-dimensional geometric characteristics. It learns by linking CAE/simulation data (training data) with shapes, constructs a deep learning AI model (3D surrogate model = proxy model), and by inputting any shape, it matches with the AI model and instantly calculates the numerical results inferred from the input shape. ◆ Licensing and Execution Environment There are two types available: "Shape Expert," which allows for the construction and use of AI models, and "Shape Production," which is specialized for the use of AI models. Additionally, NCS is a SaaS-type service. Neural Concept provides an execution environment equipped with GPUs.
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Applications/Examples of results
◆Achievements - Automobile manufacturing - Aerospace - Battery development, etc. For details on applications/examples of achievements, please contact us.
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We provide SCSK's cutting-edge solutions best suited for manufacturing, including design and visualization, pre- and post-processing, CAE analysis, production technology analysis, material development solutions, MI, AI predictive modeling, optimization, PLM, and cost management.