Yuxi Xie - Concepedia

Author

Yuxi Xie

University of California, Berkeley ORCID

Also Known As

Xie, Yuxi, Y.P. Xie, Yu-Xi Xie, Yunzhe Xie, Yuxi Xie

Publications

661

Citations

H-Index

Concepts

All Affiliations

University of California, Berkeley Central South University Changsha University of Science and Technology Nanyang Technological University University of Jinan

About

Yuxi Xie is an author at University of California, Berkeley specializing in engineering, data science, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	11	12	340
2	Applied Physics	3	3	49
3	Computer Science	3	3	156
4	Natural Sciences	1	1	21
5	Chemistry	1	1	18

Yuxi Xie

Publications

405

Citations

H-Index

Page 1

	Year	Citations
Gaussian Distribution Based Oversampling for Imbalanced Data Classification Yuxi Xie, Min Qiu, Haibo Zhang, IEEE Transactions on Knowledge and Data Engineering Data ClassificationInstance-based LearningImbalanced DataEngineeringMachine Learning	2020	128
A deep neural network inverse solution to recover pre-crash impact data of car collisions Qijun Chen, Yuxi Xie, Ao Yu, Transportation Research Part C Emerging Technologies Convolutional Neural NetworkEngineeringMachine LearningData SciencePre-crash Impact Data	2021	44
Generative learning for imbalanced data using the Gaussian mixed model Yuxi Xie, Lizhi Peng, Zhenxiang Chen, Applied Soft Computing Data ClassificationGaussian Mixed ModelEngineeringMachine LearningData Science	2019	33
Multiscale modeling of dislocation patterns and simulation of nanoscale plasticity in body-centered cubic (BCC) single crystals Luwen Zhang, Yuxi Xie, Dandan Lyu, Journal of the Mechanics and Physics of Solids Materials ScienceEngineeringDislocation InteractionSevere Plastic DeformationMaterial Simulation	2019	21
A generalized Bayesian regularization network approach on characterization of geometric defects in lattice structures for topology optimization in preliminary design of 3D printing Yuxi Xie, Shaofan Li, C.T. Wu, Computational Mechanics Geometric ModelingLattice StructuresEngineeringNatural SciencesMechanical Engineering	2022	21
A first-principle study on the atomic-level mechanism of surface effect in nanoparticles Yuxi Xie, Jianjun Li, Zhilong Peng, Materials Today Communications NanoparticlesMaterials ScienceEngineeringNanoscale ChemistrySurface Effect	2020	18
A feed-forwarded neural network-based variational Bayesian learning approach for forensic analysis of traffic accident Yuxi Xie, C.T. Wu, Boyuan Li, Computer Methods in Applied Mechanics and Engineering EngineeringMachine LearningData SciencePattern RecognitionTraffic Accident	2022	17
A novel hypergraph convolution network for wafer defect patterns identification based on an unbalanced dataset Yuxi Xie, Shaofan Li, Chuan Wu, Journal of Intelligent Manufacturing	2022	16
A boundary identification approach for the feasible space of structural optimization using a virtual sampling technique-based support vector machine Hongyou Cao, Huiyang Li, Wen Sun, Computers & Structures EngineeringBoundary Identification ApproachMechanical EngineeringShape OptimizationStructural Health Monitoring	2023	14
Utilizing pretrained convolutional neural networks for crack detection and geometric feature recognition in concrete surface images Miao Su, Qilin Zhou, Rong Wang, Journal of Building Engineering	2024	14

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