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Xun Huan

university of michigan

21H-index
136Paper Count
1.9KCitation Count
Published Papers 31
Publication Date
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FP-IRL: Fokker–Planck inverse reinforcement learning — A physics-constrained approach to Markov decision processes
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2026-04-30
err0
PREAI
errChengyang Huang; Siddhartha Srivastava; Kenneth K.Y. Ho; Kathryn E. Luker; Gary D. Luker; Xun Huan; Krishna Garikipati
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Designing an inundation monitoring and real-time urban flood forecasting system: a synthetic study
errJournal of Hydrology
IF6.3
err2026-04-18
err0
errOAAI
errVinh Ngoc Tran; G.Aaron Alexander; Xun Huan; Chen Cheng; Francina Dominguez; Brian Jewett; Kevin Gray; Jongho Kim; Daniel B. Wright; Valeriy Y. Ivanov
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Intelligent data collection for reducing network structure uncertainty in material flow analysis using Bayesian optimal experimental design
errJournal of Industrial Ecology
IF5.4
err2025-10-15
err0
errOAAI
errJiankan Liao; Xun Huan; Daniel Cooper
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errSave
Inverted Transformers for Effective Post-Calibration in Multisite Wind Power Forecasting
errWind Energy
IF3.3
err2025-09-03
err0
errOAAI
errJoseph Cohen; Tianyi Xu; Youngchan Jang; Pengwei Du; Eunshin Byon; Xun Huan
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Mechanical information enhanced battery state-of-health estimation
erreTransportation
IF17
err2025-07-04
err0
PREAI
errXubo Gu; Xinyuan Wang; Yao Ren; Wenqing Zhou; Xun Huan; Jason Siegel; Weiran Jiang; Ziyou Song
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Bayesian model selection for network discrimination and risk-informed decision-making in material flow analysis
errJournal of Industrial Ecology
IF5.4
err2025-05-07
err0
errOAAI
errJiankan Liao; Sidi Deng; Xun Huan; Daniel Cooper
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Comparative Analysis of Machine Learning Approaches for Fetal Movement Detection with Linear Acceleration and Angular Rate Signals
errSENSORS
IF3.5
err2025-05-07
err0
errOAAI
errSpicher, Lucy; Bell, Carrie; Sienko, Kathleen H.; Huan, Xun
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Decent Estimate of CME Arrival Time From a Data-Assimilated Ensemble in the Alfvén Wave Solar Atmosphere Model (DECADE-AWSoM)
errSPACE WEATHER-THE INTERNATIONAL JOURNAL OF RESEARCH AND APPLICATIONS
IF3.5
err2025-01-23
err0
errOAAI
errChen, Hongfan; Sachdeva, Nishtha; Huang, Zhenguang; van der Holst, Bart; Manchester, Ward; Jivani, Aniket; Zou, Shasha; Chen, Yang; Huan, Xun; Toth, Gabor
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Variational Bayesian optimal experimental design with normalizing flows
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2025-01-01
err0
PREAI
errDong, Jiayuan; Jacobsen, Christian; Khalloufi, Mehdi; Akram, Maryam; Liu, Wanjiao; Duraisamy, Karthik; Huan, Xun
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Understanding Process-Structure Relationships during Lamination of Halide Perovskite Interfaces
errACS APPLIED MATERIALS & INTERFACES
IF8.2
err2024-10-15
err0
PREAI
errLanaghan, Clare L.; Okia, Oluka; Coons, Thomas; Yadavalli, Srinivas K.; Palmer, Jack R.; Zhang, Mengyao; Hersh, Karrer; Kodur, Moses; Trejo, Orlando; Dunfield, Sean P.; Thouless, M. D.; Fenning, David P.; Huan, Xun; Dasgupta, Neil P.
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Optimal experimental design: Formulations and computations
errACTA NUMERICA
IF11.3
err2024-09-04
err1
errOAAI
errHuan, Xun; Jagalur, Jayanth; Marzouk, Youssef
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Uncertainty quantification of graph convolution neural network models of evolving processes
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-09-01
err0
errOAAI
errHauth, Jeremiah; Safta, Cosmin; Huan, Xun; Patel, Ravi G.; Jones, Reese E.
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Shapley-based explainable AI for clustering applications in fault diagnosis and prognosis
errJOURNAL OF INTELLIGENT MANUFACTURING
IF7.4
err2024-07-29
err4
PREAI
errCohen, Joseph; Huan, Xun; Ni, Jun
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Substituent Impact on Quinoxaline Performance and Degradation in Redox Flow Batteries
errJOURNAL OF THE AMERICAN CHEMICAL SOCIETY
IF15.6
err2024-02-15
err1
PREAI
errModak, Sanat Vibhas; Pert, Daniel; Tami, Jessica L.; Shen, Wanggang; Abdullahi, Ibrahim; Huan, Xun; Mcneil, Anne J.; Goldsmith, Bryan R.; Kwabi, David G.
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Uncertainty quantification in machine learning for engineering design and health prognostics: A tutorial
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2023-12-01
err29
errOAAI
errNemani, Venkat; Biggio, Luca; Huan, Xun; Hu, Zhen; Fink, Olga; Tran, Anh; Wang, Yan; Zhang, Xiaoge; Hu, Chao
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Stochastic deep Koopman model for quality propagation analysis in multistage manufacturing systems
errJOURNAL OF MANUFACTURING SYSTEMS
IF14.2
err2023-12-01
err1
errOAAI
errChen, Zhiyi; Maske, Harshal; Shui, Huanyi; Upadhyay, Devesh; Hopka, Michael; Cohen, Joseph; Lai, Xingjian; Huan, Xun; Ni, Jun
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Bayesian sequential optimal experimental design for nonlinear models using policy gradient reinforcement learning
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2023-11-01
err10
errOAAI
errShen, Wanggang; Huan, Xun
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A rotorcraft in-flight ice detection framework using computational aeroacoustics and Bayesian neural networks
errSTRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
IF4
err2023-08-21
err6
errOAAI
errMorelli, Myles; Hauth, Jeremiah; Guardone, Alberto; Huan, Xun; Zhou, Beckett Y.
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Understanding capacity fade in organic redox-flow batteries by combining spectroscopy with statistical inference techniques
errNATURE COMMUNICATIONS
IF15.7
err2023-06-16
err11
errOAAI
errModak, Sanat Vibhas; Shen, Wanggang; Singh, Siddhant; Herrera, Dylan; Oudeif, Fairooz; Goldsmith, Bryan R. R.; Huan, Xun; Kwabi, David G. G.
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Global Sensitivity Analysis and Uncertainty Quantification for Background Solar Wind Using the Alfven Wave Solar Atmosphere Model
errSPACE WEATHER-THE INTERNATIONAL JOURNAL OF RESEARCH AND APPLICATIONS
IF3.5
err2023-01-17
err13
errOAAI
errJivani, Aniket; Sachdeva, Nishtha; Huang, Zhenguang; Chen, Yang; van der Holst, Bart; Manchester, Ward; Iong, Daniel; Chen, Hongfan; Zou, Shasha; Huan, Xun; Toth, Gabor
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Research Directions

No research directions
Co-authors
Cooperation Journals
倪
倪军 (Jun Ni)
H-index: 66 · Papers: 469
R
Roger Ghanem
H-index: 64 · Papers: 413
A
Arvind Rao
H-index: 59 · Papers: 517
D
Daniel B. Wright
H-index: 58 · Papers: 375
G
G. Tóth
H-index: 58 · Papers: 646
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