Papers citing Machine Learning: New Ideas and Tools in Environmental Science and Engineering
Machine Learning-Based Prediction of Chlorophyll-a Variations in Receiving Reservoir of World’s Largest Water Transfer Project—A Case Study in the Miyun Reservoir, North China
Water · 2021
Zhenmei Liao, Nan Zang, Xuan Wang, Chunhui Li, Qiang Liu
Read original paper ↗ ·Predicting Heavy Metal Adsorption on Soil with Machine Learning and Mapping Global Distribution of Soil Adsorption Capacities
Environmental Science & Technology · 2021
Hongrui Yang, Kuan Z. Huang, Kai Zhang, Qin Weng, Huichun Judy Zhang, Feier Wang
Read original paper ↗ ·Antimony, beryllium, cobalt, and vanadium in urban park soils in Beijing: Machine learning-based source identification and health risk-based soil environmental criteria
Environmental Pollution · 2021
Yihang Wu, Qiyuan Liu, Jin Ma, Wenhao Zhao, Haiyan Chen, Yajing Qu
Read original paper ↗ ·Novel Machine Learning-Based Energy Consumption Model of Wastewater Treatment Plants
ACS ES&T Water · 2021
Shike Zhang, Hongtao Wang, Arturo A. Keller
Read original paper ↗ ·Sustainable and efficient technologies for removal and recovery of toxic and valuable metals from wastewater: Recent progress, challenges, and future perspectives
Chemosphere · 2021
Abdelnasser Abidli, Yifeng Huang, Zeineb Ben Rejeb, Aniss Zaoui, Chul B. Park
Read original paper ↗ ·Machine Learning-Assisted QSAR Models on Contaminant Reactivity Toward Four Oxidants: Combining Small Data Sets and Knowledge Transfer
Environmental Science & Technology · 2021
Shifa Zhong, Yanping Zhang, Huichun Judy Zhang
Read original paper ↗ ·Evaluating the capability of municipal solid waste separation in China based on AHP-EWM and BP neural network
Waste Management · 2021
Hao Xi, Zhiheng Li, Jingyi Han, Dongsheng Shen, Na Li, Yuyang Long, Zhenlong Chen, Linglin Xu, Xianghong Zhang, Dongjie Niu, Huijun Liu
Read original paper ↗ ·[Retracted] The Influence of Public Mental Health Based on Artificial Intelligence Technology on the Teaching Effect of Business Administration Major
Journal of Environmental and Public Health · 2022
Yixia Lu
Read original paper ↗ ·A Machine Learning Model to Predict Citation Counts of Scientific Papers in Otology Field
BioMed Research International · 2022
Yousef Al-Ohali, Mahmoud Samir Fayed, Tamer A. Mesallam, Yassin Abdelsamad, Fida Abdulaziz Almuhawas, Abdulrahman Abdullah Hagr
Read original paper ↗ ·Image classification using disease classifier model for doctors and hospitals
AIP conference proceedings · 2022
Megha Agarwal, Vinti Gupta, Abhinav Goel, Aditya Raghav, Neeraj Dhiman
Read original paper ↗ ·Machine Learning-Assisted Three-Dimensional Sensing Array for Simultaneous Discrimination and Quantification of Hypochlorite and Hydroxyl Radicals
SSRN Electronic Journal · 2022
Long Yu, Xin Li, Pengchen Su, Mingtai Sun, Chao Yuan, Suhua Wang
Read original paper ↗ ·PregTox: A Resource of Knowledge about Drug Fetal Toxicity
BioMed Research International · 2022
Qingqing Chen, Yu Gan, Kejian Wang, Qing Li
Read original paper ↗ ·Modeling the impact of some independent parameters on the syngas characteristics during plasma gasification of municipal solid waste using artificial neural network and stepwise linear regression methods
Renewable and Sustainable Energy Reviews · 2022
Chu Chu, Abdoulaye Boré, Xin Liu, J.C. Cui, Peisheng Wang, Xianchang Liu, Guanyi Chen, B. Liu, Wenchao Ma, Ziyang Lou, Y. Tao, A. Bary
Read original paper ↗ ·Predicting Solute Descriptors for Organic Chemicals by a Deep Neural Network (DNN) Using Basic Chemical Structures and a Surrogate Metric
Environmental Science & Technology · 2022
Kai Zhang, Huichun Judy Zhang
Read original paper ↗ ·Bioavailability of antimony and arsenic in a flowering cabbage–soil system: Controlling factors and interactive effect
The Science of The Total Environment · 2022
Chunying Chang, Fangbai Li, Qi Wang, Min Hu, Yanhong Du, Xiaoqing Zhang, Xiaolu Zhang, Chunyi Chen, Huanyun Yu
Read original paper ↗ ·Developments in diagnostic applications of saliva in human organ diseases
Medicine in Novel Technology and Devices · 2022
Yangyang Cui, Mengying Yang, Jia Zhu, Zhang Hangkun, Zhili Duan, Song Wang, Zhenhua Liao, Weiqiang Liu
Read original paper ↗ ·Machine Learning for Melting Temperature Predictions and Design in Polyhydroxyalkanoate-Based Biopolymers
The Journal of Physical Chemistry B · 2022
Karteek K. Bejagam, Jessica N. Lalonde, Carl N. Iverson, Babetta L. Marrone, Ghanshyam Pilania
Read original paper ↗ ·Appreciating the role of big data in the modernization of environmental governance
Frontiers of Engineering Management · 2022
Miaomiao Liu, Bing Zhang, Jun Bi
Read original paper ↗ ·Data-Driven Machine Learning in Environmental Pollution: Gains and Problems
Environmental Science & Technology · 2022
Xian Liu, Dawei Lü, Aiqian Zhang, Qian Liu, Guibin Jiang
Read original paper ↗ ·Potential Application of Machine-Learning-Based Quantum Chemical Methods in Environmental Chemistry
Environmental Science & Technology · 2022
Deming Xia, Jingwen Chen, Zhiqiang Fu, Tong Xu, Zhongyu Wang, Wenjia Liu, Hong‐Bin Xie, Willie J.G.M. Peijnenburg
Read original paper ↗ ·Enlarging Applicability Domain of Quantitative Structure–Activity Relationship Models through Uncertainty-Based Active Learning
ACS ES&T Engineering · 2022
Shifa Zhong, Dylan R Lambeth, Thomas K. S. Igou, Yongsheng Chen
Read original paper ↗ ·Quantum Machine Learning Approach for Studying Atmospheric Cluster Formation
Environmental Science & Technology Letters · 2022
Jakub Kubečka, Anders Steen Christensen, Freja Rydahl Rasmussen, Jonas Elm
Read original paper ↗ ·Quantify the role of anthropogenic emission and meteorology on air pollution using machine learning approach: A case study of PM2.5 during the COVID-19 outbreak in Hubei Province, China
Environmental Pollution · 2022
Hongwei Liu, Fange Yue, Zhouqing Xie
Read original paper ↗ ·Data Quality for AI Tool: Exploratory Data Analysis on IBM API
International Journal of Intelligent Systems and Applications · 2022
Ankur Jariwala, Aayushi Chaudhari, Chintan Bhatt, Dac‐Nhuong Le
Read original paper ↗ ·Machine learning for the prediction of heavy metal removal by chitosan-based flocculants
Carbohydrate Polymers · 2022
Chun Lu, Zuxin Xu, Bin Dong, Yunhui Zhang, Mei Wang, Yifan Zeng, Chen Zhang
Read original paper ↗ ·The structure-activity relationship of aromatic compounds in advanced oxidation processes：a review
Chemosphere · 2022
Mingzhu Ren, Sihan Sun, Yiqiu Wu, Yanchun Shi, Zhou‐jun Wang, Hongbin Cao, Yongbing Xie
Read original paper ↗ ·Toward smarter management and recovery of municipal solid waste: A critical review on deep learning approaches
Journal of Cleaner Production · 2022
Kunsen Lin, Youcai Zhao, Jia‐Hong Kuo, Hao Deng, Feifei Cui, Zilong Zhang, Meilan Zhang, Chunlong Zhao, Xiaofeng Gao, Tao Zhou, Tao Wang
Read original paper ↗ ·Machine learning-based modeling and analysis of PFOS removal from contaminated water by nanofiltration process
Separation and Purification Technology · 2022
Ahmad Hosseinzadeh, John L. Zhou, Javad Zyaie, Nahawand AlZainati, Ibrar Ibrar, Ali Altaee
Read original paper ↗ ·A data-augmentation approach to deriving long-term surface SO2 across Northern China: Implications for interpretable machine learning
The Science of The Total Environment · 2022
Shifu Zhang, Tan Mi, Qinhuizi Wu, Yuzhou Luo, Michael L. Grieneisen, Guangming Shi, Fumo Yang, Zhan Yu
Read original paper ↗ ·Effect of Bipolar Plate Material on Proton Exchange Membrane Fuel Cell Performance
Energies · 2022
Tabbi Wilberforce, Oluwatosin Ijaodola, Ahmad Baroutaji, Emmanuel Ogungbemi, Abdul Ghani Olabi
Read original paper ↗ ·Artificial intelligence-incorporated membrane fouling prediction for membrane-based processes in the past 20 years: A critical review
Water Research · 2022
Chengxin Niu, Xuesong Li, Ruobin Dai, Zhiwei Wang
Read original paper ↗ ·Data-driven prediction of neutralizer pH and valve position towards precise control of chemical dosage in a wastewater treatment plant
Journal of Cleaner Production · 2022
Yanran Xu, Xuhui Zeng, Sandy Bernard, Zhen He
Read original paper ↗ ·Emerging Challenges and Opportunities for Electrified Membranes to Enhance Water Treatment
Environmental Science & Technology · 2022
Yumeng Zhao, Meng Sun, Lea R. Winter, Shihong Lin, Zhiwei Wang, John C. Crittenden, Jun Ma
Read original paper ↗ ·Application of machine learning to predict the inhibitory activity of organic chemicals on thyroid stimulating hormone receptor
Environmental Research · 2022
Xiaotian Xu, Chen Wang, Bingxin Gui, Xiangyi Yuan, Chao Li, Yuan Hui Zhao, Christopher Joseph Martyniuk, Limin Su
Read original paper ↗ ·Insight into the synthesis and adsorption mechanism of adsorbents for efficient phosphate removal: Exploration from synthesis to modification
Chemical Engineering Journal · 2022
Meng Du, Yueyan Zhang, Zeyi Wang, Mengran Lv, Aiqi Tang, Yu Lan Yang, Xuan Qu, Zhiqiang Chen, Qinxue Wen, Ang Li
Read original paper ↗ ·Geogenic manganese and iron in groundwater of Southeast Asia and Bangladesh – Machine learning spatial prediction modeling and comparison with arsenic
The Science of The Total Environment · 2022
Joel E. Podgorski, Dahyann Araya, Michael Berg
Read original paper ↗ ·Utilization of Improved Machine Learning Method Based on Artificial Hummingbird Algorithm to Predict the Tribological Behavior of Cu-Al2O3 Nanocomposites Synthesized by In Situ Method
Mathematics · 2022
Ayman M. Sadoun, Ismail R. Najjar, Ghazi S. Alsoruji, Mohamed S. Abd-Elwahed, Mohamed Abd Elaziz, A. Fathy
Read original paper ↗ ·A comprehensive review on algae removal and control by coagulation-based processes: mechanism, material, and application
Separation and Purification Technology · 2022
Bangxing Ren, Katelin A. Weitzel, Xiaodi Duan, Mallikarjuna N. Nadagouda, Dionysios D. Dionysiou
Read original paper ↗ ·Iron-based advanced oxidation processes for enhancing sludge dewaterability: State of the art, challenges, and sludge reuse
Water Research · 2022
Jialin Liang, Yan Chun Zhou
Read original paper ↗ ·Advancement in Deep Learning Methods for Diagnosis and Prognosis of Cervical Cancer
Current Genomics · 2022
Pankaj Yadav, Akshat Gupta, Alisha Parveen, Abhishek Kumar
Read original paper ↗ ·Establishment of New Genetic Markers and Methods for Sex Determination of Mouse and Human Cells using Polymerase Chain Reactions and Crude DNA Samples
Current Genomics · 2022
Hong Ma, Dezhong Joshua Liao, Keyin Zhang, Jianglin Yang, Zhenwei Qin, Tianzu Lu, Didong Lou, Qianchuan Ran, Hai Huang, Shuqiang Cheng, Lucas Zellmer
Read original paper ↗ ·Machine Learning in Computational Chemistry
Venue not supplied by source · 2022
David Kuntz
Read original paper ↗ ·Algal bloom forecasting with time-frequency analysis: A hybrid deep learning approach
Water Research · 2022
Muyuan Liu, Junyu He, Yuzhou Huang, Tao Tang, Jing Hu, Xi Xiao
Read original paper ↗ ·Enhanced understanding of osmotic membrane bioreactors through machine learning modeling of water flux and salinity
The Science of The Total Environment · 2022
Hau‐Ming Chang, Yanran Xu, Shiao‐Shing Chen, Zhen He
Read original paper ↗ ·Recent Trends in AI-Based Intelligent Sensing
Electronics · 2022
Abhishek Sharma, Vaidehi Sharma, Mohita Jaiswal, Hwang-Cheng Wang, Dushantha Nalin K. Jayakody, Chathuranga M. Wijerathna Basnayaka, Ammar Muthanna
Read original paper ↗ ·AI and Big Data in Water Environments
ACS ES&T Water · 2022
Huichun Judy Zhang
Read original paper ↗ ·Insights into the Mechanism of Ozone Activation and Singlet Oxygen Generation on N-Doped Defective Nanocarbons: A DFT and Machine Learning Study
Environmental Science & Technology · 2022
Guangfei Yu, Yiqiu Wu, Hongbin Cao, Qingfeng Ge, Qin Dai, Sihan Sun, Yongbing Xie
Read original paper ↗ ·Assessment of perfluorohexane sulfonic acid (PFHxS)-related compounds degradation potential: Computational and experimental approaches
Journal of Hazardous Materials · 2022
Huifang Zhong, Wencheng Liu, Ningqi Li, Donghui Ma, Chunyan Zhao, Juan Li, Yawei Wang, Guibin Jiang
Read original paper ↗ ·Direct Prediction of Physicochemical Properties and Toxicities of Chemicals from Analytical Descriptors by GC–MS
Analytical Chemistry · 2022
Yasuyuki Zushi
Read original paper ↗ ·Urban–Rural Disparities in Air Quality Responses to Traffic Changes in a Megacity of China Revealed Using Machine Learning
Environmental Science & Technology Letters · 2022
Yifan Wen, Zihang Zhou, Shaojun Zhang, Timothy J. Wallington, Wei Shen, Qinwen Tan, Ye Deng, Ye Wu
Read original paper ↗ ·