Artificial Intelligence in Biomaterials Design & Development

1. Introduction to artificial intelligence, machine learning, and deep learning 2. Useful tools and datasets for materials science and engineering 3. Artificial neural networks 4. From human genome to materials genome 5. Biomaterials properties-prediction based on discriminative models 6. de novo materials design based on generative models 7. AI-assisted synthesis planning and optimization of biomaterials 8. AI-assisted characterization of biomaterials 9. AI-assisted evaluation of biomaterials 10. AI and biomaterials in drug and vaccine development 11. AI and biomaterials in protein engineering 12. AI in biopolymer design/discovery/engineering 13. AI in designing/discovery of other biomaterials 14. AI-assisted biomaterials structures at scales 15. AI-assisted materials/scientific discoveries: Beyond pure machine learning 16. State-of-the-art and future perspectives on ML-assisted biomaterials design/discovery

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• Biotecnologia
• Engenharia: geral
• Inteligência artificial
• Engenharia biomédica
• Ciência dos materiais

<P>Artificial intelligence; AI; Machine learning; Deep learning; Neural networks; Drug Discovery; Biomaterials design; Data mining; Biomaterials characterization; Materials optimization; High-throughput</P>