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Scientific papers

Research paper written by our coordinator ENSAM and our consortium partner Simula Research Laboratory and published at ICAART 2024. This paper presents a method that utilizes explainability techniques to amplify the performance of machine learning (ML) models in forecasting the quality of milling processes, as demonstrated in this paper through a manufacturing use case.

This paper published in open access journal Sensors, was produced among others by our consortium partners from MTL NTUA and focuses on the need for advanced machine learning-based process monitoring in smart manufacturing.

This paper was recently submitted to the 18th IFAC Symposium on Information Control Problems in Manufacturing ( INCOM2024) that will take place from 28-30 August 2024 in Vienna (Austria). Mohamed Elmansori and Ricardo Knoblauch from our coordinator ENSAM and our consortium partners Dennis Gross, Helge Spieker and Arnaud Gotlieb from Simula Research Laboratory worked on this together.

Video interviews

Playlist

10 Videos

Newsletters

resources
This is the inaugural edition of “Empowering Tomorrow’s Manufacturing,” the official newsletter dedicated to keeping you informed about the latest updates, advancements, and achievements of the Manufacturing Architecture for Resilience and Sustainability (MARS) project. Stay tuned for the latest updates and stories that highlight the remarkable progress of the Manufacturing Architecture for Resilience and Sustainability project.

This is the second edition of “Empowering Tomorrow’s Manufacturing,” the official newsletter dedicated to keeping you informed about the latest updates, advancements, and achievements of the Manufacturing Architecture for Resilience and Sustainability (MARS) project.

Highlights of this edition include: Global meeting in Pamplona at the head quarters of AIN – Navarra Industrial Association, Arts et Métiers ParisTech – École Nationale Supérieure d’Arts et Métiers‘s participation at the TriboBR 2023, the third article of the series “Closer look on…Federated Learning methods” and upcoming events in march.

Highlights of this third edition of the MARS newsletter include: the Partnermeeting in Oslo, ENSAM and STIL‘s participation at Met&Props, NTUA at FAIM, a partner spotlight on Simula Research Laboratory, Web-Articles about the AMiMO Cluster and “Closer look on…”- series, finally upcoming events: INCOM 2024, Aachen Conference on Machining 2024 and MSE 2024.

In this edition, we are diving into the MARS activities of the past five months such as partners participating at events and conferences, a partner spotlight with a video interview, and also upcoming events in the year 2025. Discover also a little surprise at the end: a special news article.

MARS video

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