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Urban inundation rapid prediction method based on multi-machine learning algorithm and rain pattern analysis

Journal of hydrology (Amsterdam), 2024-04, Vol.633, p.131059, Article 131059

2024

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Rapid prediction of the state of health of retired power batteries based on electrochemical impedance spectroscopy

Journal of energy storage, 2021-09, Vol.41, p.102866, Article 102866

2021

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Forecasting road network functionality states during extreme rainfall events to facilitate real-time emergency response planning

Reliability engineering & system safety, 2024-12, Vol.252, p.110452, Article 110452

2024

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Rapid prediction of indoor airflow field using operator neural network with small dataset

Building and environment, 2024-03, Vol.251, p.111175, Article 111175

2024

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Rapid prediction of airborne gaseous pollutant transport in aircraft cabins based on proper orthogonal decomposition and the Markov chain method

Building and environment, 2023-01, Vol.228, p.109816, Article 109816

2023

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Preliminary investigation into the prediction of indicators of beef spoilage using Raman and Fourier transform infrared spectroscopy

Meat science, 2023-06, Vol.200, p.109168-109168, Article 109168

2023

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Rapid prediction method of ZIF-8 immobilized Candida rugosa lipase activity by near-infrared spectroscopy

Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy, 2023-12, Vol.302, p.123072, Article 123072

2023

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Turning Zr(IV) into a phosphate ester mimetic enzyme via de novo synthesis for hydrolyzing organophosphorus warfare agents and rapid activity prediction by near-infrared spectroscopy

Microchemical journal, 2023-12, Vol.195, p.109379, Article 109379

2023

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Laboratory test study on deterioration process of cement soil piles in radial direction in marine soft soil foundation

Measurement : journal of the International Measurement Confederation, 2024-09, Vol.237, p.115216, Article 115216

2024

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Rapid predictive method for the deterioration depth of cement solidified marine soft soil

Soils and foundations, 2024-08, Vol.64 (4), p.101494, Article 101494

2024

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Research on the Preliminary Prediction of Nuclear Core Design Based on Machine Learning

Nuclear technology, 2022-07, Vol.208 (7), p.1223-1232

2022

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A Simplified Prediction Model of Structural Seismic Vulnerability Considering a Multivariate Fuzzy Membership Algorithm

Journal of earthquake engineering : JEE, 2024-02, Vol.28 (3), p.707-730

Li, Si-Qi

2024

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Construction of linear temperature model using non-dimensional heat exchange ratio: Towards fast prediction of indoor temperature and heating, ventilation and air conditioning systems control

Energy and buildings, 2021-11, Vol.251, p.111351, Article 111351

2021

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Rapid prediction method of α-Glycosidase inhibitory activity of Coreopsis tinctoria extract from different habitats by near infrared spectroscopy

Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy, 2022-03, Vol.268, p.120601, Article 120601

2022

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A rapid analytical method for the specific surface area of amorphous sio2 based on X-Ray diffraction

Journal of non-crystalline solids, 2020-03, Vol.531, p.119841, Article 119841

2020

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Hybrid model combining multivariate regression and machine learning for the rapid prediction of interior temperatures affected by thermal diodes and solar cavities

Building and environment, 2022-03, Vol.211, p.108723, Article 108723

2022

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Rapid prediction of landslide dam stability using the logistic regression method

Landslides, 2020-12, Vol.17 (12), p.2931-2956

2020

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A Rapid Prediction Model of Urban Flood Inundation in a High-Risk Area Coupling Machine Learning and Numerical Simulation Approaches

International journal of disaster risk science, 2021-12, Vol.12 (6), p.903-918

2021

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Identification of Porosity and Permeability While Drilling Based on Machine Learning

Arabian journal for science and engineering (2011), 2021-07, Vol.46 (7), p.7031-7045

2021

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Synchronously Predicting Tea Polyphenol and Epigallocatechin Gallate in Tea Leaves Using Fourier Transform-Near-Infrared Spectroscopy and Machine Learning

Molecules (Basel, Switzerland), 2023-07, Vol.28 (14), p.5379

2023

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Development of a voltage relaxation model for rapid open-circuit voltage prediction in lithium-ion batteries

Journal of power sources, 2014-05, Vol.253, p.412-418

2014

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Advancing rapid urban flood prediction: a spatiotemporal deep learning approach with uneven rainfall and attention mechanism

Journal of hydroinformatics, 2024-06, Vol.26 (6), p.1409-1424

2024

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Comparison of empirical structural vulnerability rapid prediction models considering typical earthquakes

Structures (Oxford), 2023-03, Vol.49, p.377-401

Li, Si-Qi

2023

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Main mechanical properties of new Chinese fir clones and their rapid prediction by near-infrared spectroscopy

Canadian journal of forest research, 2022-01, Vol.52 (1), p.90-99

2022

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Evaluating the Sensitivity of Machine Learning Models to Data Preprocessing Technique in Concrete Compressive Strength Estimation

Arabian journal for science and engineering (2011), 2024-02

2024

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Urban inundation rapid prediction method based on multi-machine learning algorithm and rain pattern analysis

Rapid prediction of the state of health of retired power batteries based on electrochemical impedance spectroscopy

Forecasting road network functionality states during extreme rainfall events to facilitate real-time emergency response planning

Rapid prediction of indoor airflow field using operator neural network with small dataset

Rapid prediction of airborne gaseous pollutant transport in aircraft cabins based on proper orthogonal decomposition and the Markov chain method

Preliminary investigation into the prediction of indicators of beef spoilage using Raman and Fourier transform infrared spectroscopy

Rapid prediction method of ZIF-8 immobilized Candida rugosa lipase activity by near-infrared spectroscopy

Turning Zr(IV) into a phosphate ester mimetic enzyme via de novo synthesis for hydrolyzing organophosphorus warfare agents and rapid activity prediction by near-infrared spectroscopy

Laboratory test study on deterioration process of cement soil piles in radial direction in marine soft soil foundation

Rapid predictive method for the deterioration depth of cement solidified marine soft soil

Research on the Preliminary Prediction of Nuclear Core Design Based on Machine Learning

A Simplified Prediction Model of Structural Seismic Vulnerability Considering a Multivariate Fuzzy Membership Algorithm

Construction of linear temperature model using non-dimensional heat exchange ratio: Towards fast prediction of indoor temperature and heating, ventilation and air conditioning systems control

Rapid prediction method of α-Glycosidase inhibitory activity of Coreopsis tinctoria extract from different habitats by near infrared spectroscopy

A rapid analytical method for the specific surface area of amorphous sio2 based on X-Ray diffraction

Hybrid model combining multivariate regression and machine learning for the rapid prediction of interior temperatures affected by thermal diodes and solar cavities

Rapid prediction of landslide dam stability using the logistic regression method

A Rapid Prediction Model of Urban Flood Inundation in a High-Risk Area Coupling Machine Learning and Numerical Simulation Approaches

Identification of Porosity and Permeability While Drilling Based on Machine Learning

Synchronously Predicting Tea Polyphenol and Epigallocatechin Gallate in Tea Leaves Using Fourier Transform-Near-Infrared Spectroscopy and Machine Learning

Development of a voltage relaxation model for rapid open-circuit voltage prediction in lithium-ion batteries

Advancing rapid urban flood prediction: a spatiotemporal deep learning approach with uneven rainfall and attention mechanism

Comparison of empirical structural vulnerability rapid prediction models considering typical earthquakes

Main mechanical properties of new Chinese fir clones and their rapid prediction by near-infrared spectroscopy

Evaluating the Sensitivity of Machine Learning Models to Data Preprocessing Technique in Concrete Compressive Strength Estimation

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