Artificial Intelligence in Mechanics and Manufacturing

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Latest Publications

New Paper on Recurrent neural network plasticity models

2024_Heidenreich_Mohr

Our new paper on "Recurrent neural network plasticity models: Unveiling their common core through multitask learning" was published in Computer Methods in Applied Mechanics and Engineering

New Paper on Using miniature experiments

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Our new paper on "Using miniature experiments to reveal strenght gradients in battery casings" was published in International Journal of Mechanical Sciences

New Paper on non-symmetric plate-lattices

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Our new paper on "Non-symmetric plate-lattices: Recurrent neural network-based design of optimal metamaterials" was published in Acta Materialia

Our Group

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The Chair of Artificial Intelligence in Mechanics and Manufacturing is part of the Institute of Virtual Manufacturing as well as the Institute for Mechanical Systems within the Department of Mechanical and Process Engineering (D-​MAVT) at ETH Zurich. We are around 20 people, including undergrade and graduate students, post-doctoral researchers as well as research scientists. Besides our wide range of experimental facilities, as shareholders in ETH's high perfomance cluster we have access to our own supercomputing capabilities.
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Latest News

NUMISHEET 2023

NUMISHEET 2023

We are happy to announce that the first NUMISHEET 2023 Technical Meeting & Forming Technology Forum (FTF) will be hosted by the Chair of Artificial Intelligence in Mechanics and Manufacturing at ETH Zurich. The meeting will take place from 6th to 8th June 2023.

DYMAT 2024

DYMAT2024

We are pleased to announce that the 14th INTERNATIONAL CONFERENCE on MECHANICAL and PHYSICAL BEHAVIOUR of MATERIALS under DYNAMIC LOADING will be hosted by the Chair of Artificial Intelligence in Mechanics and Manufacturing at ETH Zurich in September 2024.

Our latest research on plate lattices was featured in ETH news

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"Researchers at ETH have developed and manufactured a family of architectures that maximises the stiffness of porous lightweight materials. It’s practically impossible to develop stiffer designs."