Neural Concept
With AI for Engineering, design and verification workflow can be improved at least 2-10 times by training a Neural Network with existing data for designs and simulations. In that way, consequences of new design ideas can be validated in milliseconds – rather than hours or days. Also, design optimization based on objective and constraints are now possible, 100 000 designs evaluated in a few minutes.
How It Works
- Neural Concept is a high-end deep learning software, which understands 3D shapes (CAD) and learns how they interact with the laws of physics (CAE)
- It emulates full-fledged simulators, giving predictions in approximately 30ms, versus minutes to hours (or even days) for classic simulation
- In other words, engineers use Neural Concept to manually or automatically explore an infinite number of designs without calling for time-consuming simulations
- This leads to dramatically accelerated R&D cycles, enhanced product performances
Key Features
Neural Concept Shape is an industry leading product exploiting 3D deep-learning algorithms, with the following key features:
- Use Convolutional Neural Networks to train a model to recognize 3D shapes (geometries) and predict physics results
- Model can be trained on both simulation- and test data
- Simulation- and geometry data can come from any CAE and CAD tool
- The trained model can be deployed as a web-application or integrated directly into your CAD-tool
- AI model can be accessed and utilized by non-simulation experts
Benefits
Gain a Competitive Advantage Being Faster to Market
Design Better Products - Faster!
Explore Thousands of Design Configurations in Seconds
Accelerate the Entire Design and Verification Process
Who We Have Helped
For the considered application, NCS performs clearly better than currently used surrogate models and therefore we see the potential of NCS for more use-cases.
— Roland Schirrmacher / Bosch
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Meet our AI for Engineering Partner - Neural Concept
Neural Concept is a cutting-edge technology company that specializes in developing artificial intelligence (AI) software for engineering design and optimization. With a focus on deep learning and neural networks, Neural Concept is revolutionizing the way that engineers approach complex design problems.
Founded in 2018 by a team of world-class experts in the fields of AI and engineering, Neural Concept has quickly established itself as a leader in the field of AI-assisted engineering. Their flagship product, Neural Concept Shape, is a cloud-based software platform that enables engineers to rapidly explore and optimize the design of complex 3D shapes.
