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An internship opportunity titled : “Cure Distortion Prediction using Machine Learning and Resin characterization through data analytics” has just opened at Airbus India located in Bangalore. You will join the Structures department - Advanced Numerical Simulations team which plays a key role across the lifecycle (Design, Certification and Inservice) of current and future aircraft programmes by developing and deploying state of the art and credible advanced numerical structural simulations.
Job Responsibility:
Perform literature survey on process induced deformation in composite curing process
Implement solutions within the established framework using Abaqus/Analytical methods
Create parametric models for simulation and automate end to end processes
Perform design of experiment studies to quantify the influence of process parameters
Perform literature survey on the potential use of Machine learning models in curing simulation
Create a dataframe from the solution field of above simulations for training a regression model
Comparison of machine learning model results with that obtained from simulation
Requirements:
Pursuing technical Under Graduate or post graduate in Aerospace / Civil / Mechanical Engineering (or equivalent)
Strong engineering fundamentals including knowledge of structural design and engineering mechanics of composite and metallic materials
Finite element method / finite element analysis using ABAQUS