Soon, the industrial internet will have hundreds of billions of connected industrial assets continuously operating at computer speed. This will result in large amounts of data from shop-floor machines and sensors. Analyzing operations data to predict operational anomalies, machine failures, and product quality, while improving factory floor operations with industrial AI could yield productivity…
]]>AI is transforming the industrial sector. From design, supply chain, and manufacturing, to servicing of mission-critical assets, AI is expected to add $4.8 trillion worth of economic value. The industrial use cases are rich and range from finding anomalies, detecting defects, predicting the health of factory and field assets, to detecting deviations in complex processes monitored by 1000s…
]]>NVIDIA PhysicsNeMo was previously known as NVIDIA SimNet. Simulations are pervasive in every domain of science and engineering, but they often have constraints such as large computational times, limited compute resources, tedious manual setup efforts, and the need for technical expertise. Neural networks not only accelerate simulations done by traditional solvers, but also simplify simulation…
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