Deep reinforcement learning for microstructural optimisation of silica aerogels

Pandit, Prakul; Abdusalamov, Rasul; Itskov, Mikhail; Rege, Ameya

doi:10.1038/s41598-024-51341-y

All Outputs (1)

Deep reinforcement learning for microstructural optimisation of silica aerogels (2024)
Journal Article
Pandit, P., Abdusalamov, R., Itskov, M., & Rege, A. (in press). Deep reinforcement learning for microstructural optimisation of silica aerogels. Scientific Reports, 14(1), 1511. https://doi.org/10.1038/s41598-024-51341-y

Silica aerogels are being extensively studied for aerospace and transportation applications due to their diverse multifunctional properties. While their microstructural features dictate their thermal, mechanical, and acoustic properties, their accura... Read More about Deep reinforcement learning for microstructural optimisation of silica aerogels.