Results 191 to 200 of about 166,187,075 (240)

Eutectic Itraconazole and Posaconazole System and the Advantages of Its Use in the Amorphous Form. [PDF]

Mol Pharm
Knapik-Kowalczuk J, Serajuddin ATM, Poloczek P, Mathew M, Cichocka-Łokuciejewska J, Paluch M.   +5 more
europepmc   +1 more source

Data‐Guided Photocatalysis: Supervised Machine Learning in Water Splitting and CO2 Conversion

Advanced Intelligent Discovery, EarlyView.
This review highlights recent advances in supervised machine learning (ML) for photocatalysis, emphasizing methods to optimize photocatalyst properties and design materials for solar‐driven water splitting and CO2 reduction. Key applications, challenges, and future directions are discussed, offering a practical framework for integrating ML into the ...
Paul Rossener Regonia, Christian Mark Pelicano   +1 more
wiley   +1 more source

Thermodynamics and Phase Stability of SmF₃ with LiF, NaF, and KF for Molten Salt Reactor Applications. [PDF]

ACS Omega
Wilson JA, Baker EL, Eaton LM, Husek A, Padinhare Manissery A, Dixon CM, Zhoujin Y, Huang S, Jin R, Besmann TM.   +9 more
europepmc   +1 more source

Harnessing Machine Learning to Understand and Design Disordered Solids

Advanced Intelligent Discovery, EarlyView.
This review maps the dynamic evolution of machine learning in disordered solids, from structural representations to generative modeling. It explores how deep learning and model explainability transform property prediction into profound physical insight.
Muchen Wang, Yue Fan
wiley   +1 more source

Hydrogen-carbon doubly superionic conduits of carbonic acids in planetary ices. [PDF]

Sci Adv
Deng J, Gou H, Hu Q.
europepmc   +1 more source

Hydration Behavior of Tricalcium Silicate in Seawater Relevant Salt Systems: A Hybrid Study with the Aid of Machine Learning

Advanced Intelligent Discovery, EarlyView.
The hydration behavior of C3S in seawater‐relevant solutions is studied based on experiments, boundary nucleation and growth (BNG) modeling, and machine learning. The main ions included in seawater modify hydration mechanisms, with MgCl2 showing the strongest acceleration effect at the same concentration.
Yanjie Sun, Chen Zhang, Ting Zhang, Mengze Hong, Peiliang Shen, Chi Sun Poon, Gang Li   +6 more
wiley   +1 more source

All-in-One Wrinkled Phase-Change Fibers for Synchronous Stretchable Thermal Management and Electromagnetic Interference Shielding. [PDF]

Small
Li L, Ji Y, Gu Y, Su F, Dai K, Liu C, Shen C.   +6 more
europepmc   +1 more source

Accelerating Discovery of Organic Molecular Crystals via Materials Informatics and Autonomous Experiments

Advanced Intelligent Discovery, EarlyView.
Materials informatics and autonomous experimentation are transforming the discovery of organic molecular crystals. This review presents an integrated molecule–crystal–function–optimization workflow combining machine learning, crystal structure prediction, and Bayesian optimization with robotic platforms.
Takuya Taniguchi, Kazuki Ishizaki, Ryo Fukasawa   +2 more
wiley   +1 more source

Thermal Performance Evaluation of Encapsulated Phase Change Materials Exposed to Contact Heat and Radiant Heat. [PDF]

Materials (Basel)
Puszkarz AK, Śmiechowicz E, Machnowski W.   +2 more
europepmc   +1 more source

Functionalized TiO2 Catalysts: Revolutionary Candidate for Low‐Temperature MgH2 and Prospects for Intelligent Integration

Advanced Intelligent Discovery, EarlyView.
Recent advances in TiO2 modification strategies: structure regulation and composite engineering for improved activity and functionality. TiO2 has emerged as a pivotal catalyst for enhancing MgH2, a high‐capacity solid‐state hydrogen storage material, owing to its structural versatility.
Xiaopeng Chu, Jinghao Wang, Haojie Shi, Chuanxin Peng, Jiacheng Qi, Ge Gao, Guoquan Na, Haibo Yu, Kela Xiao, Gangqiang Wu, Zhendong Yao   +10 more
wiley   +1 more source