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Improved Quantum-Classical Treatment of N2-N2 Inelastic Collisions: Effect of the Potentials and Complete Rate Coefficient Data Sets 期刊论文
JOURNAL OF CHEMICAL THEORY AND COMPUTATION, 2023, 卷号: 19, 期号: 23, 页码: 8557-8571
作者:  Hong QZ(洪启臻);  Storchi, Loriano;  Sun QH(孙泉华);  Bartolomei, Massimiliano;  Pirani, Fernando
收藏  |  浏览/下载:1/0  |  提交时间:2024/01/22
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
Inelastic N-2+H-2 collisions and quantum-classical rate coefficients: large datasets and machine learning predictions 期刊论文
EUROPEAN PHYSICAL JOURNAL D, 2023, 卷号: 77, 期号: 7, 页码: 128
作者:  Hong QZ(洪启臻);  Storchi, Loriano;  Bartolomei, Massimiliano;  Pirani, Fernando;  Sun QH(孙泉华)
收藏  |  浏览/下载:18/0  |  提交时间:2023/09/05
A computational method for the load spectra of large-scale structures with a data-driven learning algorithm 期刊论文
SCIENCE CHINA-TECHNOLOGICAL SCIENCES, 2022, 页码: 14
作者:  Chen, XianJia;  Yuan, Zheng;  Li, Qiang;  Sun, ShouGuang;  Wei, YuJie
收藏  |  浏览/下载:14/0  |  提交时间:2023/02/09
Perspectives of Machine Learning Development on Kerogen Molecular Model Reconstruction and Shale Oil/Gas Exploitation 期刊论文
ENERGY & FUELS, 2022, 页码: 20
作者:  Kang DL(康东亮);  Ma J(马骏);  Zhao YP(赵亚溥)
收藏  |  浏览/下载:19/0  |  提交时间:2023/02/03
Predicting the Molecular Models, Types, and Maturity of Kerogen in Shale Using Machine Learning and Multi-NMR Spectra 期刊论文
ENERGY & FUELS, 2022, 页码: 13
作者:  Kang, Dongliang;  Zhao, Ya-Pu
收藏  |  浏览/下载:16/0  |  提交时间:2022/08/10
A robust super-resolution reconstruction model of turbulent flow data based on deep learning 期刊论文
COMPUTERS & FLUIDS, 2022, 卷号: 239, 页码: 15
作者:  Zhou, Zhideng;  Li, Binglin;  Yang, Xiaolei;  Yang, Zixuan
收藏  |  浏览/下载:15/0  |  提交时间:2022/07/18
Defining kerogen maturity from orbital hybridization by machine learning 期刊论文
FUEL, 2022, 卷号: 310, 页码: 10
作者:  Ma J(马俊);  Kang DL(康东亮);  Wang XH(王晓荷);  Zhao YP(赵亚溥)
收藏  |  浏览/下载:49/0  |  提交时间:2021/11/29
Multiresolution Hypergraph Neural Network for Intelligent Fault Diagnosis 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2022, 卷号: 71, 页码: 10
作者:  Yan,Xunshi;  Liu Y(刘洋);  Zhang CA(张陈安)
收藏  |  浏览/下载:4/0  |  提交时间:2022/11/14
Physics-driven machine learning model on temperature and time-dependent deformation in lithium metal and its finite element implementation 期刊论文
JOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS, 2021, 卷号: 153, 页码: 104481
作者:  Wen JC(温济慈);  Zou, Qingrong;  Wei YJ(魏宇杰)
收藏  |  浏览/下载:11/0  |  提交时间:2022/10/25


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