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Machine Learning-Accelerated First-Principles Study of Atomic Configuration and Ionic Diffusion in Li10GeP2S12 Solid Electrolyte 期刊论文
MATERIALS, 2024, 卷号: 17, 期号: 8, 页码: 14
Authors:  Qi, Changlin;  Zhou, Yuwei;  Yuan XZ(袁晓泽);  Peng Q(彭庆);  Yang, Yong;  Li, Yongwang;  Wen, Xiaodong
Favorite  |  View/Download：7/0  |  Submit date：2024/05/27
Li10GeP2S12 solid electrolyte  first-principles calculation  Ewald-summation-based electrostatic energy  machine learning- and active-learning-based LAsou method  ab initio molecular dynamics  
Sensor Head Temperature Distribution Reconstruction of High-Precision Gravitational Reference Sensors with Machine Learning 期刊论文
SENSORS, 2024, 卷号: 24, 期号: 8, 页码: 26
Authors:  Duan ZC(段宗超);  Ren, Feilong;  Qiang, LiE;  Qi KQ(齐克奇);  Zhang HY(张昊越)
Favorite  |  View/Download：0/0  |  Submit date：2024/05/27
gravitational reference sensors  temperature reconstruction  simulation  interpolation  machine learning  
Data augmented prediction of Reynolds stresses for flows around an axisymmetric body of revolution 期刊论文
OCEAN ENGINEERING, 2024, 卷号: 296, 页码: 14
Authors:  Liu Y(刘毅);  Wang SZ(王士召);  Zhang XL(张鑫磊);  He GW(何国威)
Favorite  |  View/Download：8/0  |  Submit date：2024/05/21
Ensemble Kalman method  Machine learning  Turbulence modeling  SUBOFF model  
Advancing space-based gravitational wave astronomy: Rapid parameter estimation via normalizing flows 期刊论文
SCIENCE CHINA-PHYSICS MECHANICS & ASTRONOMY, 2024, 卷号: 67, 期号: 3, 页码: 14
Authors:  Du MH(杜明辉);  Liang, Bo;  Wang, He;  Xu P(徐鹏);  Luo ZR(罗子人);  Wu, Yueliang
Favorite  |  View/Download：49/0  |  Submit date：2024/03/11
Taiji program  gravitational wave detection  parameter estimation  machine learning  
Clustering dimensionless learning for multiple-physical-regime systems 期刊论文
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2024, 卷号: 420, 页码: 21
Authors:  Zhang, Lei;  Xu ZY(许昭越);  Wang SZ(王士召);  He GW(何国威)
Favorite  |  View/Download：54/0  |  Submit date：2024/03/11
Cluster  Active subspace  Data-driven dimensional analysis  Machine learning  
Research, Application and Future Prospect of Mode Decomposition in Fluid Mechanics 期刊论文
SYMMETRY-BASEL, 2024, 卷号: 16, 期号: 2, 页码: 22
Authors:  Long, Yun;  Guo, Xi'an;  Xiao TB(肖天白)
Favorite  |  View/Download：51/0  |  Submit date：2024/04/15
fluid mechanics  modal decomposition technology  proper orthogonal decomposition  
Micropillar compression using discrete dislocation dynamics and machine learning 期刊论文
THEORETICAL AND APPLIED MECHANICS LETTERS, 2024, 卷号: 14, 期号: 1, 页码: 100484
Authors:  Tao, Jin;  Wei DA(魏德安);  Yu, Junshi;  Kan, Qianhua;  Kang, Guozheng;  Zhang, Xu
Adobe PDF(1241Kb)  |  Favorite  |  View/Download：69/16  |  Submit date：2024/01/15
Discrete dislocation dynamics simulations  Machine learning  Size effects  Orientation effects  Microstructural features  
Isogeometric Convolution Hierarchical Deep-learning Neural Network: Isogeometric analysis with versatile adaptivity 期刊论文
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2023, 卷号: 417, 页码: 46
Authors:  Zhang L(张磊);  Park, Chanwook;  Lu, Ye;  Li, Hengyang;  Mojumder, Satyajit;  Saha, Sourav;  Guo, Jiachen;  Li, Yangfan;  Abbott, Trevor;  Wagner, Gregory J.;  Tang, Shaoqiang;  Liu, Wing Kam
Adobe PDF(9021Kb)  |  Favorite  |  View/Download：92/6  |  Submit date：2024/01/08
Convolution isogeometric analysis (C-IGA)  Convolution hierarchical deep-learning neural network (C-hiDeNN)  Software 2.0  r-h-p-s-a adaptive finite element method (FEM)  High-order smoothness and convergence  
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
Authors:  Hong QZ(洪启臻);  Storchi, Loriano;  Sun QH(孙泉华);  Bartolomei, Massimiliano;  Pirani, Fernando;  Coletti, Cecilia
Adobe PDF(5231Kb)  |  Favorite  |  View/Download：46/6  |  Submit date：2024/01/22
Physical interpretation of neural network-based nonlinear eddy viscosity models 期刊论文
AEROSPACE SCIENCE AND TECHNOLOGY, 2023, 卷号: 142, 页码: 13
Authors:  Zhang XL(张鑫磊);  Xiao, Heng;  Jee, Solkeun;  He GW(何国威)
Adobe PDF(5699Kb)  |  Favorite  |  View/Download：60/3  |  Submit date：2023/11/28
Machine learning  Turbulence modeling  Ensemble Kalman inversion  Physical interpretability