Quantitative Modeling of High-Energy Electron Scattering in Thick Samples Using Monte Carlo Techniques by Bradyn Quintard, Xi Yang, Liguo Wang

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PURPOSIVE SAMPLING: A REVIEW AND GUIDELINES FOR QUANTITATIVE RESEARCH by Mumtaz Ali Memon, Ramayah Thurasamy, Hiram Ting, Jun-Hwa Cheah

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CONVENIENCE SAMPLING: A REVIEW AND GUIDELINES FOR QUANTITATIVE RESEARCH by Mumtaz Ali Memon, Ramayah Thurasamy, Hiram Ting, Jun-Hwa Cheah

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Laser-induced Breakdown Spectroscopy Based on Pre-classification Strategy for Quantitative Analysis of Rock Samples by Weiheng KONG, Lingwei ZENG, Yu RAO, Sha CHEN, Xu WANG, Yanting YANG, Yixiang DUAN, Qingwen FAN

“…Subsequently, quantitative analysis models are developed for samples with similar matrices. …”
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Mathematical Model for Quantitative Estimation of Thermophysical Properties of Flat Samples of Potatoes by Active Thermography at Varying Boundary Layer Conditions by Pavel Balabanov, Andrey Egorov, Alexander Divin, Alexander N. Pchelintsev

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The effect of a number of quantitative traits on seed productivity of alfalfa samples by К. N. Goryunov

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A simple way of improving the Bar–Lev, Bobovitch and Boukai Randomized response model by Tanveer A. Tarray, Housila P. Singh

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XGBoost model for the quantitative assessment of stress corrosion cracking by Abraham Rojas Z, Sam Bakhtiari, Chris Aldrich, Victor M. Calo, Mariano Iannuzzi

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Application of bias correction methods to improve U3Si2 sample preparation for quantitative analysis by WDXRF by Marcos Antonio Scapin

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Sampling Method Based on Fuzzy Membership for Computing Negative Sample Credibility and Its Applications by Zhijie Ning, Yongbo Tie

“…This study innovatively achieves quantitative optimization of negative samples and provides a universal solution for improving the performance of diverse models reliant on negative sampling strategies.…”
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Taste quantitative evaluation of Fuding white tea by CHEN Zhida, ZHOU Hui, CHEN Xinghua, LIN Naishe, HE Puming, TU Youying

“…Based on the above results, correlation analysis, principal component analysis and multiple linear regression analysis were used to screen the main biochemical components related to each taste; furthermore, evaluation models were established. The results showed that the average amount of tea polyphenols and amino acids in Baihaoyinzhen (BHYZ) samples were 20.14% and 5.42%, respectively. …”
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A hierarchical statistical model for estimating population properties of quantitative genes by Samuel S Wu, Chang-Xing Ma, Rongling Wu, George Casella

“…Conclusions A hierarchical model was derived for detecting major genes affecting a quantitative trait based on progeny tests of outcrossing species. …”
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Quantitative and qualitative investigation of shunt failure in an in vitro hemorrhagic hydrocephalus model by Shaheer Ajaz, Ahmad Faryami, Ayman Suhrawardy, Carolyn A. Harris

“…Using the Automated, In Vitro Model for Hydrocephalus Research (AIMS), we investigated the impact of CSF-like diluted blood solution on ventricular catheters and external ventricular drains (EVD) using quantitative (flow and pressure measurements) and qualitative (real-time brightfield video capture) methods.MethodsThe shunt failure criteria were set at greater than or equal to 30 cmH2O such that the experiment was manually terminated if pressure surpassed 30 cmH2O differential pressure at any point within 24 h. …”
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Method validation and assessment of the biodistribution and shedding for adenovirus vector-based vaccine using qPCR and dPCR by Yoichi Tanaka, Sayaka Hamano, Akiko Ishii-Watabe, Yoshiro Saito, Ruri Kikura-Hanajiri

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Quantitative Inversion of Martian Hydrous Minerals Based on LSTM-1DCNN Model by Xinbao Liu, Ming Jin, Xiangnan Liu, Zhiming Yang, Zengqian Hou, Xiaozhong Ding

“…An LSTM-1DCNN model was trained to establish a data-driven quantitative inversion framework. …”
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Assessment and prediction models for the quantitative and qualitative reserve of the ovary using machine learning by Hiroshi Koike, Miyuki Harada, Kaname Yoshida, Katsuhiko Noda, Chihiro Tsuchida, Toshihiro Fujiwara, Akari Kusamoto, Zixin Xu, Tsurugi Tanaka, Nanoka Sakaguchi, Chisato Kunitomi, Nozomi Takahashi, Yoko Urata, Kenbun Sone, Osamu Wada-Hiraike, Yasushi Hirota, Yutaka Osuga

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Benchmarking of feed-forward neural network models for genomic prediction of quantitative traits in pigs by Junjian Wang, Francesco Tiezzi, Yijian Huang, Christian Maltecca, Jicai Jiang

“…In conclusion, FFNN models with up to four layers did not improve genomic predictions compared to routine linear methods for pig quantitative traits.…”
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Towards a quantitative theory for transmission X-ray microscopy by James G. McNally, Christoph Pratsch, Stephan Werner, Stefan Rehbein, Andrew Gibbs, Jihao Wang, Thomas Lunkenbein, Peter Guttmann, Gerd Schneider

“…Validating such measurements requires quantitatively accurate models for these microscopes, but current TXM models have only been tested qualitatively. …”
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Natural averaging may complement known biological constraints in sexual reproduction’s advantages over asexual in conserving species quantitative traits by Assaf Marron, Smadar Szekely, Irun R. Cohen, David Harel

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Quantitative X-ray phase-contrast digital histology of liver metastases in a mouse model by Lorenzo Massimi, Sara Vitale, Laura Maugeri, Luca Businaro, Giuseppe Gigli, Micol E. Fiori, Alessia Cedola

“…In this work, a colorectal cancer model of liver metastasis is used to perform proof-of-concept quantitative investigations of the changes occurring in murine liver tissue due to the formation of metastases. …”
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