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S

Shandian Zhe

Utah System of Higher Education

17H指数
136论文数
1.6K被引数
收录论文 15
发表时间
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Efficiently training SciML models with derivative-informed training data using order truncated imaginary numbers使用阶截断虚数使用衍生化训练数据有效地训练SciML模型
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2026-02-07
err0
PREAI
errKrishna Prasath Logakannan; Mauricio Aristizabal; Geoffrey Bomarito; Zhitong Xu; Shandian Zhe; Robert M. Kirby; Harry Millwater; Jacob Hochhalter
err分享
err收藏
Semantics-Driven 3D Scene Retrieval via Joint Loss Deep Learning语义驱动式3D场景检索：基于联合损失深度学习
errMATHEMATICS
IF2.2
err2025-11-20
err0
errOAAI
errYuan, Juefei; Wang, Tianyang; Zhe, Shandian; Lu, Yijuan; Zhou, Zhaoxian; Li, Bo
err分享
err收藏
Developing robust stress intensity factor models using Fourier-based data analysis to guide machine learning method selection and training基于傅里叶数据分析开发鲁棒应力强度因子模型，以指导机器学习方法的选择与训练
errEngineering Fracture Mechanics
IF5.3
err2025-07-19
err0
PREAI
errTushar Gautam; Jacob Hochhalter; Shandian Zhe; Eric Lindgren; Robert M. Kirby
err分享
err收藏
Inherently interpretable machine learning solutions to differential equations微分方程的固有可解释机器学习解
errENGINEERING WITH COMPUTERS
IF4.9
err2023-11-18
err0
PREAI
errOh, Hongsup; Amici, Roman; Bomarito, Geoffrey; Zhe, Shandian; Kirby, Robert M.; Hochhalter, Jacob
err分享
err收藏
A unified scalable framework for causal sweeping strategies for Physics-Informed Neural Networks (PINNs) and their temporal decompositions用于物理信息神经网络 (pinn) 及其时间分解的因果扫描策略的统一可扩展框架
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2023-11-01
err29
errOAAI
errPenwarden, Michael; Jagtap, Ameya D.; Zhe, Shandian; Karniadakis, George Em; Kirby, Robert M.
err分享
err收藏
Multi-Omic Integration of Blood-Based Tumor-Associated Genomic and Lipidomic Profiles Using Machine Learning Models in Metastatic Prostate Cancer在转移性前列腺癌中使用机器学习模型对基于血液的肿瘤相关基因组和脂质组谱进行多组学整合
errJCO CLINICAL CANCER INFORMATICS
IF2.8
err2023-07-01
err2
errOAAI
errFang, Shikai; Zhe, Shandian; Lin, Hui-Ming; Azad, Arun A.; Fettke, Heidi; Kwan, Edmond M.; Horvath, Lisa; Mak, Blossom; Zheng, Tiantian; Du, Pan; Jia, Shidong; Kirby, Robert M.; Kohli, Manish
err分享
err收藏
A metalearning approach for Physics-Informed Neural Networks (PINNs): Application to parameterized PDEs物理信息神经网络 (pinn) 的元学习方法: 在参数化pde中的应用
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2023-03-01
err33
errOAAI
errPenwarden, Michael; Zhe, Shandian; Narayan, Akil; Kirby, Robert M.
err分享
err收藏
Multifidelity modeling for Physics-Informed Neural Networks (PINNs)物理信息神经网络 (PINNs) 的多保真度建模
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2022-02-01
err33
errOAAI
errPenwarden, Michael; Zhe, Shandian; Narayan, Akil; Kirby, Robert M.
err分享
err收藏
Development and validation of a machine learning method to predict intraoperative red blood cell transfusions in cardiothoracic surgery
errSCIENTIFIC REPORTS
IF3.9
err2022-01-25
err13
errOAAI
errWang, Zheng; Zhe, Shandian; Zimmerman, Joshua; Morrisey, Candice; Tonna, Joseph E.; Sharma, Vikas; Metcalf, Ryan A.
err分享
err收藏
Macroscopic traffic flow modeling with physics regularized Gaussian process: A new insight into machine learning applications in transportation
errTRANSPORTATION RESEARCH PART B-METHODOLOGICAL
IF6.3
err2021-04-01
err74
errOAAI
errYuan, Yun; Zhang, Zhao; Yang, Xianfeng Terry; Zhe, Shandian
err分享
err收藏
Deep coregionalization for the emulation of simulation-based spatial-temporal fields用于仿真基于仿真的时空场的深度区域化
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2021-03-01
err5
errOAAI
errXing, Wei W.; Kirby, Robert M.; Zhe, Shandian
err分享
err收藏
Block-term tensor neural networks块项张量神经网络
errNEURAL NETWORKS
IF6.3
err2020-10-01
err23
errOAAI
errYe, Jinmian; Li, Guangxi; Chen, Di; Yang, Haiqin; Zhe, Shandian; Xu, Zenglin
err分享
err收藏
Scaling Up Kernel SVM on Limited Resources: A Low-Rank Linearization Approach
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2019-02-01
err40
PREAI
errLan, Liang; Wang, Zhuang; Zhe, Shandian; Cheng, Wei; Wang, Jun; Zhang, Kai
err分享
err收藏
Variational Random Function Model for Network Modeling
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2019-01-01
err8
PREAI
errXu, Zenglin; Liu, Bin; Zhe, Shandian; Bai, Haoli; Wang, Zihan; Neville, Jennifer
err分享
err收藏
NeuralCP: Bayesian Multiway Data Analysis with Neural Tensor DecompositionNeuralCP: 基于神经张量分解的贝叶斯多路数据分析
errCOGNITIVE COMPUTATION
IF4.3
err2018-08-29
err22
PREAI
errLiu, Bin; He, Lirong; Li, Yingming; Zhe, Shandian; Xu, Zenglin
err分享
err收藏

研究方向

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合作学者
合作期刊
G
George Em Karniadakis
H 指数: 130 · 论文数: 1.2K
王铮 封面图
王铮 (Zheng Wang)
H 指数: 80 · 论文数: 959
L
Lisa G. Horvath
H 指数: 64 · 论文数: 469
Z
Zenglin Xu
H 指数: 51 · 论文数: 425
A
Arun Azad
H 指数: 51 · 论文数: 518
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