Design of functional and sustainable polymers assisted by artificial intelligence

H Tran, R Gurnani, C Kim, G Pilania, HK Kwon… - Nature Reviews …, 2024 - nature.com
Artificial intelligence (AI)-based methods continue to make inroads into accelerated
materials design and development. Here, we review AI-enabled advances made in the …

Surfactants produced from carbohydrate derivatives: Part 2. A review on the value chain, synthesis, and the potential role of artificial intelligence within the biorefinery …

R Marquez, MS Ortiz, N Barrios, RE Vera… - … of Surfactants and …, 2025 - Wiley Online Library
This comprehensive and critical review explores the synthesis and applications of
carbohydrate‐based surfactants within the biorefinery concept, focusing on biobased sugar …

De novo design of polymer electrolytes with high conductivity using gpt-based and diffusion-based generative models

Z Yang, W Ye, X Lei, D Schweigert, HK Kwon… - arxiv preprint arxiv …, 2023 - arxiv.org
Solid polymer electrolytes hold significant promise as materials for next-generation batteries
due to their superior safety performance, enhanced specific energy, and extended lifespans …