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DeepStSNet: Reconstructing the quantum state-resolved thermochemical nonequilibrium flowfield using deep neural operator learning with scarce data 期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2023, 卷号: 491, 页码: 112344
作者:  Lv JQ(吕家琦);  Hong QZ(洪启臻);  Wang XY(王小永);  Mao, Zhiping;  Sun QH(孙泉华)
收藏  |  浏览/下载:14/0  |  提交时间:2023/09/26
RelaxNet: A structure-preserving neural network to approximate the Boltzmann collision operator 期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2023, 卷号: 490, 页码: 112317
作者:  Xiao TB(肖天白);  Frank, Martin
收藏  |  浏览/下载:15/0  |  提交时间:2023/09/05
Predicting continuum breakdown with deep neural networks 期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2023, 卷号: 489, 页码: 112278
作者:  Xiao TB(肖天白);  Schotthoefer, Steffen;  Frank, Martin
收藏  |  浏览/下载:15/0  |  提交时间:2023/09/05
Differential growth dynamics control aerial organ geometry 期刊论文
CURRENT BIOLOGY, 2022, 卷号: 32, 期号: 22, 页码: 4854-+
作者:  Peng, Ziyuan;  Alique, Daniel;  Xiong, Yuanyuan;  Hu, Jinrong;  Cao, Xiuwei
收藏  |  浏览/下载:16/0  |  提交时间:2023/02/07
HiDeNN-TD: Reduced-order hierarchical deep learning neural networks 期刊论文
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2022, 卷号: 389, 页码: 33
作者:  Zhang L(张磊);  Lu, Ye;  Tang, Shaoqiang;  Liu, Wing Kam
收藏  |  浏览/下载:48/0  |  提交时间:2022/02/17
Analysis and prediction of high-speed train wheel wear based on SIMPACK and backpropagation neural networks 期刊论文
EXPERT SYSTEMS, 2021, 卷号: 38, 期号: 7, 页码: 11
作者:  Wang, Shuwen;  Yan, Hao;  Liu, Caixia;  Fan, Ning;  Liu XM(刘小明)
收藏  |  浏览/下载:28/0  |  提交时间:2021/11/01
Prediction of preferential fluid flow in porous structures based on topological network models: Algorithm and experimental validation 期刊论文
SCIENCE CHINA-TECHNOLOGICAL SCIENCES, 2018, 卷号: 61, 期号: 8, 页码: 1217-1227
作者:  Ju Y;  Liu P;  Zhang DS;  Dong JB;  Ranjith PG
收藏  |  浏览/下载:34/0  |  提交时间:2018/10/30
A 3D coupled model of organic matter and inorganic matrix for calculating the permeability of shale 期刊论文
FUEL, 2017, 卷号: 204, 页码: 129-143
作者:  Cao GH(曹高辉);  Lin M(林缅);  Jiang WB(江文滨);  Li HS;  Yi ZX
收藏  |  浏览/下载:40/0  |  提交时间:2017/08/15
Dissipative Particle Dynamics (DPD): An Overview and Recent Developments 期刊论文
ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING, 2015, 卷号: 22, 期号: 4, 页码: 529-556
作者:  Liu MB(刘谋斌);  Liu GR;  Zhou LW;  Chang JZ
收藏  |  浏览/下载:29/0  |  提交时间:2016/01/08


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