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Machine Learning

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GPUs Give Simulation and Analysis a Turbo Boost
More CAD, CAE vendors decide to leverage GPUs in product offerings.
TensorFlow 2.4.0 Now Available
Software has a comprehensive, flexible ecosystem of tools, libraries, and community resources that lets researchers push the state-of-the-art in ML.
3D Printing Software uses Artificial Intelligence for Nesting
This new technology is used to ensure an even arrangement of parts in the build space during nesting.
GPUs Give Simulation and Analysis a Turbo Boost
More CAD, CAE vendors decide to leverage GPUs in product offerings.
Purdue University Uses Machine Learning to Classify Mechanical Objects
Purdue University mechanical engineers creates comprehensive open-source annotated database of more than 58,000 3D mechanical parts
Physna Enters the Shape-Search Engine Business
Physna employs machine learning and algorithms to identify geometric matches for mechanical parts. TraceParts partner with Purdue University to use machine learning to build open-source database of mechanical objects.
Can AI Take Simulation to a New Level?
Vendors explore the impact of machine learning for simulation models and processing.
Markforged Launches AI-based Additive Platform
Cloud-based Digital Forge solution allows customers to make production-grade parts on demand.
A Window Into Tomorrow’s Shop Floor
The transformation to digital manufacturing requires a combination of technology, processes and people.
FREE WEBINAR: Can AI Algorithms Design Better Than Humans?
The Cloud’s Impact on AI and Machine Learning
FREE WEBINAR SERIES: Product Development in the Cloud
Join Autodesk to learn about the impact of cloud technology on product development and collaboration.
IoT Equips Students to Develop Ways to Cut Vehicle Emissions and Inspections
A new system using remote data transfers and machine learning could lower vehicle emissions, testing costs, and reduce the need for in-person emissions testing.
SIGGRAPH 2020: A Peek Behind LAIKA’s Stop Motion Magic
Oscar-nominated stop-motion film studio discusses how AI and Machine Learning accelerate rotoscoping
SIGGRAPH 2020: Intel Launches oneAPI Rendering Tool Kit
CPU leader Intel eases into the GPU-dominated rendering market with with new offering oneAPI Tool Kit
Altair Releases New Version of Altair Knowledge Studio
Knowledge Studio now employs automated machine learning (AutoML) to optimize the modeling process.
Adapting AI to the Plant Floor
Smart technologies enable engineers to predict failures, detect suboptimal operations and identify quality problems.



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GPU-Accelerated Visualization Makes its Mark
More software solutions are taking advantage of real-time ray tracing and enhanced visualization made possible via the GPU.

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