Università Roma Tre

1. Algorithms and artificial intelligence

- Introductory notes on algorithms and problem solving from an engineering point of view
- Evolutionary Calculation: Genetic Algorithms, Swarm Intelligence.
- The Neural Networks.
- Programming languages ​​and development environments: python.

2. Application of artificial intelligence in industrial and information engineering

- Application of Evolutionary Calculus for optimization and inverse problems in materials engineering, energy and biomedical fields.
- Neural, genetic and swarm intelligence models applied to the modeling of materials and devices.
- Application of AI and machine learning in design.

3. Applications of AI to music and art in general

- ML techniques for musical composition. How to computerize the musical signal: MIDI.
- Generative artificial intelligence in the visual and literary arts.

Zhng, A., Lipton, Z. C., Li, M., & Smola, A. J. (2021). Dive into deep learning. arXiv preprint arXiv:2106.11342. Available online: https://d2l.ai/