Accelerating Hierarchical ZSM‑5 Engineering via Bayesian Optimization-Guided Discovery [0.03%]
基于贝叶斯优化指导的 hierarchical ZSM-5 工程加速发现
Tzu-Hung Wen,Cheng-Yi You,Ting-Hao Liu et al.
Tzu-Hung Wen et al.
Bayesian optimization (BO) was used to accelerate the synthesis of hierarchical ZSM-5 with a balanced micro-mesoporous structure. Using mesoporosity and microporosity as dual objectives, a Gaussian process regression surrogate guided three ...
Temperature Effects on the Structural Stability of EF4K Peptide Membranes: Insights into Mono- and Multilayer Architectures [0.03%]
温度对EF4K肽膜结构稳定性的影响：单层和多层体系的见解
Karinna Mendanha,Douglas Xavier de Andrade,Guilherme Colherinhas
Karinna Mendanha
Peptide nanostructures are versatile supramolecular systems with potential applications in biomaterials and nanotechnology, where stability emerges from the cooperative action of noncovalent interactions. In this study, we investigated the ...
Engineering Materials for Electrochemical Energy Storage via Ionic Liquid and Deep Eutectic Solvent Synthesis Media [0.03%]
基于离子液体和深共熔溶剂介质的电化学储能工程材料
Gaël Minart,Laurence Croguennec,Jacob Olchowka
Gaël Minart
The development of high-performance electrode and solid electrolyte materials is crucial for the advancement of next-generation electrochemical energy storage systems. Among emerging synthesis strategies, ionic liquids (ILs) and deep eutect...
Lignin-Based Nanoparticles Loaded with Essential Oils: Potential for Diabetic Foot Infection Management [0.03%]
基于木质素的纳米粒子负载精油：糖尿病足感染管理的潜力
Joana M Domingues,Jennifer Noro,Ramón Novoa-Carballal et al.
Joana M Domingues et al.
Essential oils (EOs) play a pivotal role in wound healing as sustainable bioactive agents capable of counteracting infections and enhancing wound healing. Nevertheless, their application remains limited by challenges such as high volatility...
ACS Materials Au: Announcing the 2025 Rising Stars in Materials Science [0.03%]
ACS材料Au：宣布2025年材料科学新星奖获奖者
Stephanie L Brock,Maksym V Kovalenko,Mary Ann Meador
Stephanie L Brock
Flexible Ferrite Magnetic Composite Films for Electromagnetic Applications [0.03%]
用于电磁应用的柔性铁氧体磁性复合膜
Jui-Yang Hsu,Chih-Huang Lai,Chia-Chen Li
Jui-Yang Hsu
Anisotropic magnetic composite films composed of MnZn ferrite powders embedded in an epoxy matrix are investigated for flexible thin-film inductor applications. Commercial MnZn ferrites typically contain α-Fe2O3 impurities that impair magn...
Molecular Design of Aramid Copolymer for Enhanced Toughness and Retention Performance [0.03%]
用于提高聚芳酰胺共聚物韧性和保留性能的分子设计
Jihwan Lim,Hyelim Kim,Jaemin Im et al.
Jihwan Lim et al.
Aramid fibers are valued for their high strength, stiffness, and thermal stability, but their intrinsic chain rigidity restricts toughness and fatigue resistance. In this study, aramid copolymers containing heteroaromatic 6-(4-aminophenoxy)...
Predicting Structure and Transport in Disordered Mesoporous Materials via Cooperative Phase Transitions [0.03%]
通过协同相变预测无序介孔材料的结构和输运性质
Georgiy Baroncha,Eustathios S Kikkinides,Theresa Paul et al.
Georgiy Baroncha et al.
The interplay between material structure, thermodynamics, and transport of confined fluids in nanoporous solids underpins their practical applications. Mesoporous networks embedded within microporous frameworks of zeolites and MOF materials...
Historical Data Mining Deep Dive into Machine Learning-Aided 2D Materials Research in Electrochemical Applications [0.03%]
基于历史数据挖掘的机器学习辅助二维材料电化学应用研究综述及展望
Krittapong Deshsorn,Panwad Chavalekvirat,Somrudee Deepaisarn et al.
Krittapong Deshsorn et al.
Machine learning transforms the landscape of 2D materials design, particularly in accelerating discovery, optimization, and screening processes. This review has delved into the historical and ongoing integration of machine learning in 2D ma...
Yifan Zeng,Jun Wang,Fengwang Li et al.
Yifan Zeng et al.
The rational exploration and design of high-performance, stable electrocatalysts are crucial for efficient renewable energy storage, conversion, and utilization. Artificial intelligence (AI) is revolutionizing this field by significantly re...