Information Technology
PhysicsX introduces free-to-use 'AI for advanced engineering' to transform aerospace development
Ai.rplane allows engineers to generate innovative aircraft designs in an infinitely wide design space and instantaneously assess the designed aircraft's potential performance.
Developed and provisioned on AWS, LGM-Aero was trained on more than 25 million meshes, representing more than 10 billion vertices, and a corpus of tens of thousands of Computational Fluid Dynamics (CFD) and Finite Element Analysis (FEA) simulations generated with Siemens Digital Industries tools. It is a fully trained model that generalizes to a broad set of aeroelastic applications. It also infers aero performance, flight stability and structural stress for a large class of flying shapes as a zero-shot model. This technology creates geometry and assesses performance results in less than a second, compared to the several hours required for traditional numerical simulations.
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In one seamless operation, the technology creates novel designs, predicts lift, drag, stability, structural stress and other attributes for each shape, then optimises the design according to the user's preferences. When used in industrial applications, this workflow reduces development time from months to hours.
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LGM-Aero was developed using an extensive set of simulation technologies from Siemens to automate and scale the generation of high-quality training data, as well as AWS Batch and Amazon EC2 to scale compute during training. It is available on the PhysicsX AI engineering enterprise platform, which is trusted by some of the most sophisticated engineering and manufacturing organizations across advanced industries.
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LGM-Aero and Ai.rplane are available on the PhysicsX AI engineering platform. Ai.rplane is free-to-use and accessible via airplane.physicsx.ai.
PhysicsX is a technology company setting out to enable breakthrough engineering across advanced industries with AI. The company is building a new breed of engineering platform to bring AI-based simulation and optimization across the whole product development lifecycle, from design into manufacturing into operations. It is trusted by some of the most advanced companies in semiconductors, aerospace, automotive, renewables and materials processing. Learn more at www.physicsx.ai .
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