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Toyota Research Institute and Northwestern partner to accelerate new materials discovery with nanomaterial data factory; fuel cell catalysts first

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Toyota Research Institute (TRI) and Northwestern University are collaborating to help accelerate new materials discovery, design and development with the world’s first nanomaterial “data factory.”. This groundbreaking research marks an inflection point in how we discover and develop critical materials. Earlier post.).

Chad 396
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BMW Group increasing use of digitalization and Industry 4.0 in production logistics

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in production logistics. Logistics is the heart of our production system. —Jürgen Maidl, head of Logistics for the BMW Group production network. Around 1,800 suppliers at more than 4,000 locations deliver more than 31 million parts to the 30 BMW Group production sites worldwide every day.

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ARPA-E to award $27M for advanced nuclear reactor systems operational technology: GEMINA

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The team will develop a “Humble AI” framework—which defaults to a known safe operation mode when there is a situation the algorithms does not recognize—to ensure systematic handling of uncertainties, data and model assurance, and continuous learning for these twins. The proposed methods are aimed to achieve $2/MWh O&M costs.

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Lean Software, Power Electronics, and the Return of Optical Storage

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But the problem is that because you are pulling all of these dependencies that you just do not know and all these places where things break— or the problem of libraries getting hijacked. All these cloud technologies, being able to use libraries, being able to automatically pull in dependencies, they’re all terrific in moderation.

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How Generative AI Helped Me Imagine a Better Robot

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In these kinds of engineering environments, co-designing with generative AI, high-quality, structured data, and well-studied parameters can clearly lead to more creative and more effective new designs. I then played with different textures and materials, until I was happy with several of the designs. I decided to give it a try.

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International team sequences Eucalyptus genome; potential for improving biofuel and biomaterial production

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With its prodigious growth habit, the eucalyptus tree, one of the world’s most widely planted hardwood trees, has the potential to enhance sustainable biofuels and biomaterials production, and to provide a stable year-round source of biomass that doesn’t compete with food crops. —Alexander Myburg. —Dario Grattapaglia.

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Baidu’s PaddlePaddle Spins AI up to Industrial Applications

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It is an easy-to-use, efficient, flexible, and scalable deep learning platform, originally developed by Baidu, the Chinese AI giant, to apply deep learning to many of its own products. Titan model with industry data and expert knowledge in unsupervised learning tasks. Toolkits and libraries are the strong side of PaddlePaddle, Ma said.