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Deep Ensemble Machine Learning Framework for the Estimation of PM2.5 Concentrations 期刊论文
Environmental Health Perspectives, 2022
作者:  Wenhua Yu;  Shanshan Li;  Tingting Ye;  Rongbin Xu;  Jiangning Song;  Yuming Guo
收藏  |  浏览/下载:16/0  |  提交时间:2022/03/17
STopTox: An in Silico Alternative to Animal Testing for Acute Systemic and Topical Toxicity 期刊论文
Environmental Health Perspectives, 2022
作者:  Joyce V.B. Borba;  Vinicius M. Alves;  Rodolpho C. Braga;  Daniel R. Korn;  Kirsten Overdahl;  Arthur C. Silva;  Steven U.S. Hall;  Erik Overdahl;  Nicole Kleinstreuer;  Judy Strickland;  David Allen;  Carolina Horta Andrade;  Eugene N. Muratov;  Alexander Tropsha
收藏  |  浏览/下载:16/0  |  提交时间:2022/03/01
The Interplay of Environmental Exposures and Mental Health: Setting an Agenda 期刊论文
Environmental Health Perspectives, 2022
作者:  Aaron Reuben;  Erika M. Manczak;  Laura Y. Cabrera;  Margarita Alegria;  Meghan L. Bucher;  Emily C. Freeman;  Gary W. Miller;  Gina M. Solomon;  Melissa J. Perry
收藏  |  浏览/下载:13/0  |  提交时间:2022/02/23
Towards a robust, impact-based, predictive drought metric 期刊论文
Water Resources Research, 2022
作者:  Sanaa Hobeichi;  Gab Abramowitz;  Jason P. Evans;  Anna Ukkola
收藏  |  浏览/下载:10/0  |  提交时间:2022/02/16
Stage-Wise Stochastic Deep Learning Inversion Framework for Subsurface Sedimentary Structure Identification 期刊论文
Geophysical Research Letters, 2021
作者:  Chuanjun Zhan;  Zhenxue Dai;  Mohamad Reza Soltanian;  Xiaoying Zhang
收藏  |  浏览/下载:12/0  |  提交时间:2022/01/14
Data-driven prediction of turbulent flow statistics past bridge piers in large-scale rivers using convolutional neural networks 期刊论文
Water Resources Research, 2021
作者:  Zexia Zhang;  Kevin Flora;  Seokkoo Kang;  Ajay B. Limaye;  Ali Khosronejad
收藏  |  浏览/下载:11/0  |  提交时间:2022/01/14
Deep Residual Convolutional Neural Network Combining Dropout and Transfer Learning for ENSO Forecasting 期刊论文
Geophysical Research Letters, 2021
作者:  Jie Hu;  Bin Weng;  Tianqiang Huang;  Jianyun Gao;  Feng Ye;  Lijun You
收藏  |  浏览/下载:15/0  |  提交时间:2021/11/30
An Improved Tandem Neural Network Architecture for Inverse Modeling of Multicomponent Reactive Transport in Porous Media 期刊论文
Water Resources Research, 2021
作者:  Junjun Chen;  Zhenxue Dai;  Zhijie Yang;  Yu Pan;  Xiaoying Zhang;  Jichun Wu;  Mohamad Reza Soltanian
收藏  |  浏览/下载:12/0  |  提交时间:2021/11/15
Application of Deep Learning for Imaging-based Stream Gaging 期刊论文
Water Resources Research, 2021
作者:  Ryan L. Vanden Boomen;  Zeyun Yu;  Qian Liao
收藏  |  浏览/下载:11/0  |  提交时间:2021/10/22
Deep learning-based super-resolution climate simulator-emulator framework for urban heat studies 期刊论文
Geophysical Research Letters, 2021
作者:  Yuankai Wu;  Bernardo Teufel;  Laxmi Sushama;  Stephane Belair;  Lijun Sun
收藏  |  浏览/下载:8/0  |  提交时间:2021/10/07