April 21, 2026 article Machine learning in aerogels: from performance analytics to design optimization and property prediction Progress in Materials Science DOI: 10.1016/j.pmatsci.2026.101732 OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 3 References 3 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access Machine learning-based structure–property predictions in silica aerogels 2021 Soft Matter article Materials Science Machine Learning in Materials Science 26 citations Deep reinforcement learning for microstructural optimisation of silica aerogels 2024 Scientific Reports article Chemistry Aerogels and thermal insulation Open access 10 citations Data‐driven inverse design and optimisation of silica aerogel model networks 2023 PAMM article Materials Science Machine Learning in Materials Science Open access 4 citations 3 results