Machine intelligence accelerated design of conductive MXene aerogels with programmable properties - Shrestha, Snehi; Barvenik, Kieran James; Chen, Tianle; Yang, Haochen; Li, Yang; Kesavan, Meera Muthachi; Little, Joshua M.; Whitley, Hayden C.; Teng, Zi; Luo, Yaguang; Tubaldi, Eleonora; Chen, Po-Yen (Nature communications, 2024)
Keywords: 140/146; 147/135; 639/301/1023/1025; 639/925/357/1018; 639/925/357/537; Aerogels; Artificial neural networks; Automation; Cellulose; Compression; compression strength; Compressive strength; Data augmentation; Fabrication; finite element analysis; Freeze drying; Gelatin; Glutaraldehyde; Heating; Humanities and Social Sciences; Industrial robots; Inverse design; Learning algorithms; Machine learning; Manufacturing engineering; Mechanical properties; multidisciplinary; MXenes; Neural networks; Ohmic dissipation; Parameters; Physicochemical properties; Prediction models; Predictions; Resistance heating; Robot learning; Robotics; Science; Science (multidisciplinary); Structural integrity; Support vector machines; Thermal management; Workflow