Improving soil moisture prediction using Gaussian process regression by Xiaomo Zhang, Xin Sun, Zhulu Lin

“…In this study, machine learning models including multilinear regression (MLR), support vector machine (SVM), and Gaussian process regression (GPR), were developed and compared for soil moisture predictions at different depths at 29 weather stations in the Red River Valley using features such as time, locations, meteorological data, soil physical properties, and remote sensing data. …”
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An Analytical Model for the Prediction of Emptying Processes in Single Water Pipelines by Carlos R. Payares Guevara, Alberto Patiño-Vanegas, Enrique Pereira-Batista, Oscar E. Coronado-Hernández, Vicente S. Fuertes-Miquel

“…Additionally, a practical application demonstrates the effectiveness of the developed tool in predicting the extreme pressure values in the air pocket during the water drainage process in a pipe, within a controlled environment.…”
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Prediction of Water Loss During Potato Vacuum Frying Process by Muhammad Dani Supardan, Satriana Satriana

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Hyperbox Mixture Regression for process performance prediction in antibody production by Ali Nik-Khorasani, Thanh Tung Khuat, Bogdan Gabrys

“…These findings underscore the potential of HMR as a powerful tool for enhancing predictive analytics in bioprocessing applications.…”
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Reductive Leaching Process and Mechanisms of Cadmium from Cadmium-Bearing Zinc Ferrite using Sulfur Dioxide by Ch. Zhang, Y. Deng

“…H+ played a key role during the reductive decomposition process of CBZF. The probable reaction mechanisms and the diagrammatic sketch were presented.…”
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Environmental Evaluation via Waste Reduction Algorithm (WAR) of an Energy-Integrated Suspension PVC Production Process by Juan Manuel Diaz Perez, Antonio Mendivil-Arrieta, Angel D. Gonzalez-Delgado

“…An environmental assessment was carried out using the Waste Reduction Algorithm for a PVC production process with energy integration. …”
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REENGINEERING BUSINESS PROCESSES GROWING INDUSTRIAL COMPANY AS THE BASIS FOR ORGANIZATIONAL RENEWAL AND THE REDUCTION OF ENTROPY IN THE MANAGEMENT SYSTEM by Valentina Parakhina, Kseniya Solomina

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Preparation and microwave absorption performance of SiC aerogel via sol-gel and carbonization reduction process by Xinli Ye, Pengyi Xu, Hao Yu, Shan Li, Xiaomin Ma, Wei Xu, Junxiong Zhang

“…In this paper, SiC aerogel was prepared eventually followed by the sol-gel and carbonization reduction process. The results showed that the effective electromagnetic microwave absorption capacity of SiC aerogel was highly increased after being pyrolyzed at 1500 °C, which presented a minimum reflection loss value of −57.80 dB at 3.10 mm and 9.86 GHz. …”
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A Review on Research of Load Reduction and Ballistic Stability During Cross-Media Water Entry Processes by Qingxia Lu, Xiaojian Ma, Jing Zhao, Lin Shen

“…The highly non-stationary characteristics of the cross-media water entry process significantly influence the structural strength and ballistic stability of vehicles. …”
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Carbon footprint analysis and emission reduction pathways of Bogie frame manufacturing process in Urban Rail Transportation by Jun Zhou, Ranghui Wang, Chunwei Liu

“…This study is based on the theory of life cycle assessment (LCA), combined with the carbon emission factor method, to account for the carbon footprint and formulate emission reduction measures for the entire manufacturing process of BF. …”
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A quantitative environmental impact assessment of Australian ultra-processed beverages and impact reduction scenarios – ERRATUM by Kim Anastasiou, Michalis Hadjikakou, Ozge Geyik, Gilly A Hendrie, Phillip Baker, Richard Pinter, Mark Lawrence

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The data dimensionality reduction and bad data detection in the process of smart grid reconstruction through machine learning. by Bo Yu, Zheng Wang, Shangke Liu, Xiaomin Liu, Ruixin Gou

“…Second, based on the isolated Forest (iForest) abnormal score data processing algorithm combined with the Local Linear Embedding (LLE) data dimensionality reduction method, an algorithm for data feature extraction is constructed. …”
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Integrated evaluation of oxidation-reduction processes in rat liver tissues on the background of a mechanical eye injury by О. N. Pavlova, O. N. Gulenko, E. S. Korovina, V. V. Zaytsev

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Research on Dynamic Modelling, Characteristics and Vibration Reduction Application of Hot Rolling Mills Considering the Rolling Process by Zhiwen Lu, Duolong Zhou, Danfeng Yu, Han Xiao

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Prediction of the tensile strength of sandstones using image processing and GMDH techniques by Amin Taheri-Garavand, Yasin Abdi, Yudong Zhang

“…Principal component analysis was conducted for the purpose of feature reduction. Finally, a Group Method of Data Handling (GMDH) model, which utilized input data derived from an image processing technique, was developed to assess the tensile strength of the model. …”
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Understanding cognitive flexibility in emotional evaluation in autistic males and females: the social context matters by Adeline Lacroix, Yoann Bennetot-Deveria, Monica Baciu, Frédéric Dutheil, Valentin Magnon, Marie Gomot, Martial Mermillod

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Quality Enhancement of Dar Crude Oil Pre-processing Using Model Predictive Control by Mohamed A. Rahim, Omnia Hassan, Mohammed A.S. Ahmed

“…Thus, to implement a control system that guarantees high control efficiency with less energy and heat consumption, the first and second-stage separators in Central Processing Facilities (CPFs) operated with conventional PID controllers are replaced with a higher layer of Model Predictive Controller (MPC). …”
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Evaluating the relative predictive validity of measures of self-referential processing for depressive symptom severity by Ethel Siew Ee Tan, Hong Ming Tan, Kah Vui Fong, Sheryl Yu Xuan Tey, Nikita Rane, Chong Wei Ho, Zhao Yuan Tan, Rachel Jing Min Ong, Chloe Teo, Jerall Yu, Maxine Lee, An Rae Teo, Sin Kee Ong, Xin Ying Lim, Jin Lin Kee, Jussi Keppo, Geoffrey Chern-Yee Tan

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Interior Radiation Noise Reduction Method Based on Multiframe Processing in Infrared Focal Plane Arrays Imaging System by Yiyang Li, Weiqi Jin, Zhihao Liu

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Reduction of noise and interference by rational selection of electronic components in lumped parameter channels at high speed data processing by Oleksandr Tynynyka

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