Engineering Design by AI

This repository is an attempt to apply artificial intelligence algorithms for the purpose of engineering design of structural elements like aircraft components or marine structures, and of construction procedures. More specifically I combine finite element analysis and reinforcement learning, and genetic algorithms to produce optimal (in terms of strength and weight) structures.

Please see manuals for the specifics of the models and algorithms I use.

Mentions on social media:

• Engineering Design by Reinforcement Learning and Finite Element Methods.
• Some ideas on using reinforcement learning in marine construction and sustainable energy development.
• Pipelay vessel design optimisation using genetic algorithms.
• Engineering Design by Genetic Algorithms and Finite Element Methods.

To keep up to date with the project please check Gigala page.

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