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Artificial Intelligence in Mechanics and Manufacturing

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  • 2020

2020

New Paper on Self-Piercing Rivets

2021_Karathanasopoulos_Pandya_Mohr.PNG

Our paper "Self-piercing riveting process: Prediction of joint characteristics through finite element and neural network modeling" was accepted for publication in the Journal of Advanced Joining Processes.    

27.11.2020 by Julian Heidenreich

New Paper on Additive Manufactured 316L Stainless Steel

2020 - Li, Roth, Tancogne-Dejean, Mohr

Our paper on "Rate-​and temperature-​dependent plasticity of additivly manufactured stainless steel 316L: Characterization, modeling and application to crushing of shell-​lattices" was accepted for publication in International Journal of Impact Engineering.

15.07.2020 by Julian Heidenreich

New Paper on Impact in AA7020

2020_Roth_Fras_Mohr

Our paper "Dynamic perforation of lightweight armor: Temperature-​dependent plasticity and fracture of aluminum 7020-​T6" was accepted for publication in Mechanics of Materials.

11.07.2020 by Julian Heidenreich

New Paper on Modelling Polypropylene

2020_Jordan_Gorji_Mohr

Our paper "Neural network model describing the temperature-​ and rate-​dependent stress-​strain response of polypropylene" was accepted for publication in International Journal of Plasticity.

10.06.2020 by Julian Heidenreich

New Paper on Spot Welds

2020_Pandya_Grolleau_Roth_Mohr

Our paper on the "Fracture response of resistance spot welded dual phase steel sheets: Experiments and modeling" was published in the International Journal of Mechanical Sciences.

07.06.2020 by Julian Heidenreich

New Paper on RNNs and Path Dependent Plasticity

2020_Gorji_Mozaffar_Heidenreich_Cao_Mohr

Our paper "On the potential of recurrent neural networks for modeling path dependent plasticity" was published in the Journal of the Mechanics and Physics of Solids.

25.05.2020 by Julian Heidenreich

New Paper on Hot Forming

2020_Pandya_Roth_Mohr

Our paper on "Strain rate and temperature dependent fracture of aluminum alloy 7075: Experiments and neural network modeling" was accepted for publication in the International Journal of Plasticity.

19.05.2020 by Julian Heidenreich

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