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advanced-manufacturing

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ml-tool-wear

Anomaly detection on the UC Berkeley milling data set using a disentangled-variational-autoencoder (beta-VAE). Replication of results as described in article "Self-Supervised Learning for Tool Wear Monitoring with a Disentangled-Variational-Autoencoder"

  • Updated Jun 1, 2021
  • Jupyter Notebook

Advanced Manufacturing Technologies research paper covering Industry 4.0, smart factories, robotics, additive manufacturing, AI, IoT, digital twins, and sustainable manufacturing.

  • Updated Sep 1, 2026

Advano — independent third-party profile of a public API surface, by API Evangelist. Advano is a New Orleans, Louisiana battery-materials company that develops silicon-based anode materials for lithium-ion batteries. Spun out of Tulane University in 2016 and backed by 25+ patents, its flagship REALSi silicon-carbon composite is engineered as a drop

  • Updated Oct 4, 2026

JetZero — independent third-party profile of a public API surface, by API Evangelist. JetZero is a Long Beach, California aerospace company founded in 2021 by Tom O'Leary and Mark Page to bring the blended wing body (all-wing) airframe to commercial aviation. Its flagship program is the Z4, a 250-seat, international-range jetliner the company says

  • Updated Oct 4, 2026

Freeform — independent third-party profile of a public API surface, by API Evangelist. Freeform is an AI-native advanced manufacturing company founded by former SpaceX engineers, building a network of autonomous factories that sense, learn, predict, and control metal formation for high-performance metal additive manufacturing (metal 3D printing).

  • Updated Oct 4, 2026

Holo — independent third-party profile of a public API surface, by API Evangelist. Holo (Holo AM, operating under Greene Group Industries) is an advanced metal additive manufacturing company founded in 2017 and backed by Lightspeed Venture Partners. Its PureForm metal 3D printing platform uses digital light processing (DLP) with metal powder-filled

  • Updated Oct 4, 2026

Isembard — independent third-party profile of a public API surface, by API Evangelist. Isembard is a UK- and US-based advanced manufacturing company building a distributed network of software-powered precision factories for critical industries including aerospace, defence, space, satellites, drones, nuclear energy, and motorsport.

  • Updated Oct 4, 2026

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