additive manufacturing – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2025-04-08T22:16:15Z http://www.open-lab.net/blog/feed/ Rachel (Lei) Chen <![CDATA[Spotlight: HP 3D Printing Open Sources AI Surrogates for Additive Manufacturing Using NVIDIA PhysicsNeMo]]> http://www.open-lab.net/blog/?p=85426 2025-03-18T18:13:05Z 2024-07-22T17:00:00Z An open ecosystem for physics-informed machine learning (physics-ML) fosters innovation and AI engineering applications. Physics-ML embeds into the learning...]]> An open ecosystem for physics-informed machine learning (physics-ML) fosters innovation and AI engineering applications. Physics-ML embeds into the learning...

An open ecosystem for physics-informed machine learning (physics-ML) fosters innovation and AI engineering applications. Physics-ML embeds into the learning process the knowledge of physical laws that govern a given dataset. This enables scientists to use prior knowledge to help train a neural network, making it more generalizable and efficient. Yet, as physics-ML is a growing field of��

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Ayush Jain <![CDATA[Using Graph Neural Networks for Additive Manufacturing]]> http://www.open-lab.net/blog/?p=81641 2024-05-23T13:57:51Z 2024-05-12T16:00:00Z Lattice structures are naturally and artificially made designs that are important in many scientific fields, such as materials science, aerospace engineering,...]]> Lattice structures are naturally and artificially made designs that are important in many scientific fields, such as materials science, aerospace engineering,...GIF of graph neural network 3D lattice for additive manufacturing.

Lattice structures are naturally and artificially made designs that are important in many scientific fields, such as materials science, aerospace engineering, and biomedical engineering. They are made by repeating patterns that connect smaller truss structures and yield a high strength-to-weight ratio. The rise of 3D printing within additive manufacturing has highlighted the significance of��

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Nefi Alarcon <![CDATA[Dyndrite Unveils First GPU-Accelerated Geometry Kernel to tackle Data Explosion in Additive Manufacturing]]> https://news.www.open-lab.net/?p=15370 2024-04-30T17:58:35Z 2019-11-15T21:11:28Z To help manufacturers and developers manage the growing data problem in additive manufacturing, while streamlining production workflows, the team at Dyndrite...]]> To help manufacturers and developers manage the growing data problem in additive manufacturing, while streamlining production workflows, the team at Dyndrite...

To help manufacturers and developers manage the growing data problem in additive manufacturing, while streamlining production workflows, the team at Dyndrite has developed a new GPU-based platform: Accelerated Computation Engine (ACE), the world��s first GPU-accelerated geometry kernel. Dyndrite is funded by Google��s Gradient Ventures, Carl Bass, ex-CEO of Autodesk, and a number other VC��s.

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