Advances in Porous Materials for Transuranic Element Separation DOI

Li-Ying Wang,

Jipan Yu,

Zhirong Liu

и другие.

Acta Chimica Sinica, Год журнала: 2025, Номер 83(4), С. 401 - 401

Опубликована: Янв. 1, 2025

Язык: Английский

Rationally Designed High-Temperature Polymer Dielectrics for Capacitive Energy Storage: An Experimental and Computational Alliance DOI

Pritish S. Aklujkar,

Rishi Gurnani,

Pragati Rout

и другие.

Progress in Polymer Science, Год журнала: 2025, Номер unknown, С. 101931 - 101931

Опубликована: Фев. 1, 2025

Язык: Английский

Процитировано

1
Insights into Synthesis and Optimization Features of Reverse Osmosis Membrane Using Machine Learning DOI Open Access
Weimin Gao, Guang Wang, Junguo Li

и другие.

Materials, Год журнала: 2025, Номер 18(4), С. 840 - 840

Опубликована: Фев. 14, 2025

Reverse osmosis membranes have been predominantly made from aromatic polyamide composite thin-films, although significant research efforts dedicated to discovering new materials and synthesis technologies enhance the water-salt selectivity of in past decades. The lack breakthroughs is partly attributed limited comprehensive understanding relationships between membrane features their performance. Insights into intrinsic reverse (RO) based on metadata were obtained using explainable artificial intelligence understand unify efforts. related chemistry, structure, modification methods, performance RO derived dataset more than 1000 membranes. Seven machine learning (ML) models constructed evaluate performances, applicability for tasks was assessed metadata. contribution analyzed, ranking importance revealed. This work holds promise analysis, evaluating against state art developing an inverse design strategy discovery high-performance

Язык: Английский

Процитировано

0
Tuning membrane surface wetting behaviour via dual-nanomaterial functionalization for efficient water purification DOI
Shuai Liang, Zhibo Ma,

Zhonghua Fan

и другие.

Journal of Membrane Science, Год журнала: 2025, Номер unknown, С. 123970 - 123970

Опубликована: Март 1, 2025

Язык: Английский

Процитировано

0
Machine learning in membrane science: Bridging materials, structures, and performance for next-generation membrane design DOI
Lijun Liang, Dan Lu, Yuhuan Qin

и другие.

Separation and Purification Technology, Год журнала: 2025, Номер unknown, С. 133091 - 133091

Опубликована: Апрель 1, 2025

Язык: Английский

Процитировано

0
PLGA-based long-acting injectable (LAI) formulations DOI
Kinam Park

Journal of Controlled Release, Год журнала: 2025, Номер unknown, С. 113758 - 113758

Опубликована: Апрель 1, 2025

Язык: Английский

Процитировано

0
Advances in Porous Materials for Transuranic Element Separation DOI

Li-Ying Wang,

Jipan Yu,

Zhirong Liu

и другие.

Acta Chimica Sinica, Год журнала: 2025, Номер 83(4), С. 401 - 401

Опубликована: Янв. 1, 2025

Язык: Английский

Процитировано

0