Curriculum Vitae

Since 09/2020	External PhD student, Institute of Engineering Mechanics, Chair for Continuum Mechanics, KIT
11/2019-05/2020	Master thesis "Influence of flow effects on fiber orientation in short fiber reinforced thermoplastics", Corporate Research and Advance Engineering, Robert Bosch GmbH, Renningen, Germany
04/2019-09/2019	Intern - Electrical Drives, Robert Bosch GmbH, Bühl, Germany
10/2017-05/2020	Studies in Computational Mechanics (Master), University of Stuttgart, Germany
07/2015-06/2017	Manager - Industrial Engineering, Hero MotoCorp Ltd., India
06/2011-05/2015	Studies in Mechanical Engineering (Bachelor), National Institute of Technology, India

Fields of Research

Multiscale modeling of the deformation behavior of injection molded short fiber reinforced plastics based on artificial neural networks

Publications

Deep material networks for the efficient multi-scale simulation of short fiber reinforced plastics under long-term loading. PhD dissertation
Dey, A. P.
2025, April 10. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000180894

On the effectiveness of deep material networks for the multi-scale virtual characterization of short fiber-reinforced thermoplastics under highly nonlinear load cases
Dey, A. P.; Welschinger, F.; Schneider, M.; Köbler, J.; Böhlke, T.
2024. Archive of Applied Mechanics, 94, 1177–1202. doi:10.1007/s00419-024-02558-w

Rapid inverse calibration of a multiscale model for the viscoplastic and creep behavior of short fiber-reinforced thermoplastics based on Deep Material Networks
Dey, A. P.; Welschinger, F.; Schneider, M.; Gajek, S.; Böhlke, T.
2023. International Journal of Plasticity, 160, Art.-Nr.: 103484. doi:10.1016/j.ijplas.2022.103484

Training deep material networks to reproduce creep loading of short fiber-reinforced thermoplastics with an inelastically-informed strategy
Dey, A. P.; Welschinger, F.; Schneider, M.; Gajek, S.; Böhlke, T.
2022. Archive of Applied Mechanics, 92 (9), 2733–2755. doi:10.1007/s00419-022-02213-2