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Predicting Off-Fault Deformation from Experimental Strike-slip Fault images using Convolutional Neural Networks 期刊论文
Geophysical Research Letters, 2022
作者:  L Chaipornkaew;  H. Elston;  M. Cooke;  T. Mukerji;  S.A. Graham
收藏  |  浏览/下载:14/0  |  提交时间:2022/01/29
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
A novel approach to partitioning evapotranspiration into evaporation and transpiration in flooded ecosystems 期刊论文
Global Change Biology, 2021
作者:  Elke Eichelmann;  Mauricio C. Mantoani;  Samuel D. Chamberlain;  Kyle S. Hemes;  Patricia Y. Oikawa;  Daphne Szutu;  Alex Valach;  Joseph Verfaillie;  Dennis D. Baldocchi
收藏  |  浏览/下载:16/0  |  提交时间:2021/11/15
Explore Spatio-Temporal Learning of Large Sample Hydrology Using Graph Neural Networks 期刊论文
Water Resources Research, 2021
作者:  Alexander Y. Sun;  Peishi Jiang;  Maruti K. Mudunuru;  Xingyuan Chen
收藏  |  浏览/下载:18/0  |  提交时间:2021/11/15
tEvaluation and comparison of precipitation estimates and hydrologic utility of CHIRPS, TRMM 3B42 V7 and PERSIANN-CDR products in various climate regimes 期刊论文
Atmospheric Research, 2021
作者:  Yuefen Zhang, Chuanhao Wu, Pat J.-F. Yeh, Jianzhu Li, ... Changhyun Jun
收藏  |  浏览/下载:12/0  |  提交时间:2021/10/22
Automatic identification of mantle seismic phases using a Convolutional Neural Network 期刊论文
Geophysical Research Letters, 2021
作者:  J. A. Garcia;  L. Waszek;  B. Tauzin;  N. Schmerr
收藏  |  浏览/下载:10/0  |  提交时间:2021/10/07
Bayesian LSTM with Stochastic Variational Inference for Estimating Model Uncertainty in Process-based Hydrological Models 期刊论文
Water Resources Research, 2021
作者:  Dayang Li;  Lucy Marshall;  Zhongmin Liang;  Ashish Sharma;  Yan Zhou
收藏  |  浏览/下载:14/0  |  提交时间:2021/09/14
Can Deep Learning Predict Complete Ruptures in Numerical Megathrust Faults? 期刊论文
Geophysical Research Letters, 2021
作者:  David Blank;  Julia Morgan
收藏  |  浏览/下载:14/0  |  提交时间:2021/09/14
Developmental and evolutionary dynamics of cis-regulatory elements in mouse cerebellar cells 期刊论文
Science, 2021
作者:  Ioannis Sarropoulos;  Mari Sepp;  Robert Frömel;  Kevin Leiss;  Nils Trost;  Evgeny Leushkin;  Konstantin Okonechnikov;  Piyush Joshi;  Peter Giere;  Lena M. Kutscher;  Margarida Cardoso-Moreira;  Stefan M. Pfister;  Henrik Kaessmann
收藏  |  浏览/下载:8/0  |  提交时间:2021/08/30
Geometric deep learning of RNA structure 期刊论文
Science, 2021
作者:  Raphael J. L. Townshend;  Stephan Eismann;  Andrew M. Watkins;  Ramya Rangan;  Maria Karelina;  Rhiju Das;  Ron O. Dror
收藏  |  浏览/下载:13/0  |  提交时间:2021/08/30