Organic polymer-based monoliths: structural design and integration into microreactors and flow analytical systems [0.03%]
基于有机聚合物的整体材料：结构设计及其在微反应器和流动分析系统中的应用
Tomonari Umemura,Takuho Kishi,Kazuhiro Morioka et al.
Tomonari Umemura et al.
Approximately three decades ago, in response to the growing demand for rapid and sensitive analysis of small-volume samples, monolithic column technology emerged contemporaneously with other key concepts in analytical chemistry, such as the...
Simultaneous detection of multiple sdhB SNPs in Botrytis cinerea using a universal quenching probe-based LAMP assay [0.03%]
基于淬灭探针的LAMP检测法同时鉴定Botrytis cinerea多个SDHb基因SNP突变点
Shiro Fukuta,Hiroko Kojima-Ando,Ken-Ichiro Mori et al.
Shiro Fukuta et al.
Succinate dehydrogenase inhibitors (SDHIs) are widely used to control Botrytis cinerea, but resistance caused by multiple point mutations in the sdh genes has become a major concern. To enable rapid and accurate identification of SDHI‑resi...
Multimodal machine learning for integrating heterogeneous analytical systems [0.03%]
多模态机器学习在集成异构分析系统中的应用
Shun Muroga,Hideaki Nakajima,Taiyo Shimizu et al.
Shun Muroga et al.
Understanding structure-property relationships in complex materials requires integrating complementary measurements across multiple length scales. Here we propose an interpretable "multimodal" machine learning framework that unifies heterog...
Machine learning-based prediction of polyvinyl alcohol product viscosity and design of optimal process conditions [0.03%]
基于机器学习的聚乙烯醇产品粘度预测及工艺条件优化设计
Ryota Nomura,Yoshihito Yamauchi,Hiroto Misawa et al.
Ryota Nomura et al.
We developed a soft sensor to predict polyvinyl alcohol viscosity and designed process conditions to reach the target range. Using squared and cross terms and time-series data improved prediction accuracy. In the case study, optimal conditi...
Reconstruction of molecular vibrational spectra from light-molecular vibration coupling spectra using deep learning [0.03%]
基于深度学习的光与分子振动耦合谱重构分子振动谱
Yoshiaki Nishijima,Saoki Imai,Haruto Maeda
Yoshiaki Nishijima
Light-molecular vibration coupling on metasurfaces induces complex optical phenomena, such as Fano resonance and Rabi splitting, which complicate molecular identification via conventional spectroscopic analysis. In this study, we developed ...
Monitoring Cd2+ and Pb2+ in natural water with an electrochemical flow cell using three-electrode system [0.03%]
利用三电极体系的电化学流细胞监测自然水中的Cd2+和Pb2+
Huizhen Huang,Zhiwei Lai
Huizhen Huang
A highly advanced three-electrode system integrated with an electrochemical flow cell has been meticulously developed for the precise determination of heavy metal ions in water, utilizing a mercury-modified electrode through differential pu...
A general framework for extrapolation-aware prediction reliability in forward and inverse analyses of Gaussian mixture regression models [0.03%]
基于高斯混合回归模型的外推预测可靠性的通用框架
Hiromasa Kaneko
Hiromasa Kaneko
Gaussian mixture regression (GMR) and direct inverse analysis (DIA) are powerful tools for molecular, material, and process design, but their reliability decreases when extrapolation occurs beyond the training data. To address this challeng...
First implementation of a polymer-polymer aqueous two-phase system to improve lateral-flow immunoassay sensitivity via dextranase integration on paper [0.03%]
基于葡聚糖酶的纸基试纸条用于增强聚聚合物两相体系 lateral flow 试纸条免疫测定灵敏度的研究
Frances D Nicklen,Christina H Hadeed,Fiona Zhang et al.
Frances D Nicklen et al.
Lateral-flow immunoassays (LFAs) are commonly used to detect proteins in bodily fluids, providing rapid and accessible patient sample testing at the point of care (POC). Although commercially successful, LFAs suffer from low sensitivity. To...
A sensitive photoelectrochemical biosensor based on DepAu/TiO2 and T-Hg2+-T structure [0.03%]
一种基于DepAu/TiO2和T-Hg2+-T结构的灵敏型光电子化学生物传感器
Mengjie Li,Li Gong,Yuanbo Ding et al.
Mengjie Li et al.
Herein, a sensitive photoelectrochemical (PEC) biosensor was designed for the detection of mercury ion (Hg2+) based on deposited gold nanoparticles (DepAu) enhanced titanium dioxide (TiO2) accompanied by thymine-Hg2+-thymine (T-Hg2+-T) stru...
Enhanced peroxidase-like activity of L-glutamic acid-coated Fe3O4 quantum dots for colorimetric detection of L-cysteine in serum and milk [0.03%]
L-谷氨酸包被的Fe3O4量子点增强过氧化物酶活性比色检测血清和乳液中的半胱氨酸
Shipei Cheng,Jinhua Liang,Guidan Huang et al.
Shipei Cheng et al.
A novel colorimetric sensing platform was developed for rapid detection of L-cysteine (L-Cys) in human serum and milk samples, utilizing L-glutamic acid-coated Fe3O4 quantum dots (Glu-Fe3O4 QDs) with enhanced peroxidase-like activity. The G...