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Data-driven mechanical and aerospace systems

This B.Tech Aerospace / Aeronautical Engineering project is based on the recent research direction ‘Data-driven mechanical and aerospace systems’. The project focuses on applying artificial intelligence, machine learning, deep learning, computer vision,…

Project Overview This B.Tech Aerospace / Aeronautical Engineering project is based on the recent research direction 'Data-driven mechanical and aerospace systems'. The project focuses on applying artificial intelligence, machine learning, deep learning, computer vision, reinforcement learning, surrogate modelling, or RAG-style intelligent assistance to the Aircraft Design Projects area. Students can use the linked 2023-onward research paper/source as the academic base, then convert it into an implementation-focused final-year project with a simplified dataset, simulation model, Python workflow, dashboard, or prototype demonstration.
Research Paper Title Data-driven mechanical and aerospace systems
Research Paper / PDF Link Open Paper / PDF
Year 2025
Project Area Aircraft Design Projects
Project Type Data-Driven Aerospace Design
Required Tools / Software Python, Scikit-learn, PyTorch/TensorFlow, OpenVSP optional, CAD data, Streamlit
Main Features / Working Principle Create a student demonstrator for data-driven aerospace-system analysis and design selection
Expected Output A project dashboard that predicts or classifies aircraft design alternatives
Possible Add-ons Add model comparison and report generation
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This B.Tech aerospace project resource helps students connect a recent AI-based research direction with a practical implementation plan, tools, expected output, and possible extensions.

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