logo
CanyamAI summaries for academic research
language
MobileMobile
  • Phone FeatureWeChat Mini Program
EnglishEnglish
noticeNotice
BlogBlog
arrow
Back
S

Stephen Wu

Institute of Statistical Mathematics

30H-index
181Paper Count
3.6KCitation Count
Published Papers 37
Publication Date
logo
Optimizer-free estimation of transition rates for infrastructure deterioration: A deep learning surrogate for maximum likelihood estimation
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2026-09-15
err0
errOAAI
errDaijiro Mizutani; Natsuki Yamashita; Stephen Wu; Yu Otake
errShare
errSave
TabPFN extensions for interpretable geotechnical modelling
errGeorisk-Assessment and Management of Risk for Engineered Systems and Geohazards
IF4.8
err2026-07-28
err0
errOAAI
errTaiga Saito; Yu Otake; Daijiro Mizutani; Stephen Wu
errShare
errSave
Flexible Seismicity Modeling With Neural Modulated Renewal Processes
errEarth's Future
IF8.2
err2026-04-24
err0
errOAAI
errChengxiang Zhan; Jiancang Zhuang; Stephen Wu
errShare
errSave
Physics-informed active learning for the design of thermally conductive composite microstructures with controlled anisotropy
errComposites Science and Technology
IF9.8
err2026-04-22
err0
errOAAI
errMassimiliano Zamengo; Stephen Wu; Ryo Yoshida; Junko Morikawa
errShare
errSave
Discovery of liquid crystalline polymers with high thermal conductivity using machine learning
errnpj Computational Materials
IF11.9
err2025-07-02
err0
errOAAI
errHayato Maeda; Stephen Wu; Rika Marui; Erina Yoshida; Kan Hatakeyama-Sato; Yuta Nabae; Shiori Nakagawa; Meguya Ryu; Ryohei Ishige; Yoh Noguchi; Yoshihiro Hayashi; Masashi Ishii; Isao Kuwajima; Felix Jiang; Xuan Thang Vu; Sven Ingebrandt; Masatoshi Tokita; Junko Morikawa; Ryo Yoshida; Teruaki Hayakawa
errShare
errSave
Scaling Law of Sim2Real transfer learning in expanding computational materials databases for real-world predictions
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2025-05-24
err0
errOAAI
errMinami, Shunya; Hayashi, Yoshihiro; Wu, Stephen; Sugisawa, Hiroki; Ishii, Masashi; Kuwajima, Isao; Shiratori, Kazuya
errShare
errSave
Efficient matching of Transformer-enhanced features for accurate vision-based displacement measurement
errAUTOMATION IN CONSTRUCTION
IF11.5
err2025-03-01
err0
PREAI
errZhang, Haoyu; Wu, Stephen; Luo, Xiangyun; Huang, Yong; Li, Hui
errShare
errSave
What defines a sitein geotechnical engineering?: A comparative study between local and global big indirect databases
errCOMPUTERS AND GEOTECHNICS
IF6.2
err2025-01-01
err1
errOAAI
errSaito, Taiga; Otake, Yu; Wu, Stephen; Takano, Daiki; Sugiyama, Yuri; Yoshida, Ikumasa
errShare
errSave
Future-proofing geotechnics workflows: accelerating problem-solving with large language models
errGEORISK-ASSESSMENT AND MANAGEMENT OF RISK FOR ENGINEERED SYSTEMS AND GEOHAZARDS
IF4.8
err2024-07-25
err3
errOAAI
errWu, Stephen; Otake, Yu; Mizutani, Daijiro; Liu, Chang; Asano, Kotaro; Sato, Nana; Saito, Taiga; Baba, Hidetoshi; Fukunaga, Yusuke; Higo, Yosuke; Kamura, Akiyoshi; Kodama, Shinnosuke; Metoki, Masataka; Nakamura, Tomoka; Nakazato, Yuto; Shioi, Akihiro; Takenobu, Masahiro; Tsukioka, Keigo; Yoshikawa, Ryo
errShare
errSave
Pathway to a fully data-driven geotechnics: Lessons from materials informatics
errSOILS AND FOUNDATIONS
IF3.3
err2024-06-01
err2
errOAAI
errWu, Stephen; Otake, Yu; Higo, Yosuke; Yoshida, Ikumasa
errShare
errSave
Robust multitask compressive sampling via deep generative models for crack detection in structural health monitoring
errSTRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL
IF5.7
err2023-07-17
err5
PREAI
errZhang, Haoyu; Wu, Stephen; Huang, Yong; Li, Hui
errShare
errSave
Multitask Machine Learning to Predict Polymer-Solvent Miscibility Using Flory-Huggins Interaction Parameters
errMACROMOLECULES
IF5.2
err2023-07-10
err21
errOAAI
errAoki, Yuta; Wu, Stephen; Tsurimoto, Teruki; Hayashi, Yoshihiro; Minami, Shunya; Tadamichi, Okubo; Shiratori, Kazuya; Yoshida, Ryo
errShare
errSave
Quasi-site-specific soil property prediction using a cluster-based hierarchical Bayesian model
errSTRUCTURAL SAFETY
IF6.3
err2022-11-01
err22
errOAAI
errWu, Stephen; Ching, Jianye; Phoon, Kok-Kwang
errShare
errSave
Functional Output Regression for Machine Learning in Materials Science
errJOURNAL OF CHEMICAL INFORMATION AND MODELING
IF5.3
err2022-10-10
err4
errOAAI
errIwayama, Megumi; Wu, Stephen; Liu, Chang; Yoshida, Ryo
errShare
errSave
Constructing Quasi-Site-Specific Multivariate Probability Distribution Using Hierarchical Bayesian Model (Oct, 10.1061/(ASCE)EM.1943-7889.0001964, 2021)
errengineering fracture mechanics
IF3.2
err2022-08-01
err0
errOAAI
errChing, Jianye; Wu, Stephen; Phoon, Kok-Kwang
errShare
errSave
Constructing Quasi-Site-Specific Multivariate Probability Distribution Using Hierarchical Bayesian Model
errengineering fracture mechanics
IF3.2
err2021-10-01
err63
PREAI
errChing, Jianye; Wu, Stephen; Phoon, Kok-Kwang
errShare
errSave
Recovering compressed images for automatic crack segmentation using generative models
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2021-01-01
err25
errOAAI
errHuang, Yong; Zhang, Haoyu; Li, Hui; Wu, Stephen
errShare
errSave
Bayesian Algorithm for Retrosynthesis
errJOURNAL OF CHEMICAL INFORMATION AND MODELING
IF5.3
err2020-09-25
err23
errOAAI
errGuo, Zhongliang; Wu, Stephen; Ohno, Mitsuru; Yoshida, Ryo
errShare
errSave
Data augmentation in microscopic images for material data mining (vol 6, 125, 2020)
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2020-09-22
err0
errOAAI
errMa, Boyuan; Wei, Xiaoyan; Liu, Chuni; Ban, Xiaojuan; Huang, Haiyou; Wang, Hao; Xue, Weihua; Wu, Stephen; Gao, Mingfei; Shen, Qing; Mukeshimana, Michele; Abuassba, Adnan Omer; Shen, Haokai; Su, Yanjing
errShare
errSave
Data augmentation in microscopic images for material data mining
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2020-08-18
err82
errOAAI
errMa, Boyuan; Wei, Xiaoyan; Liu, Chuni; Ban, Xiaojuan; Huang, Haiyou; Wang, Hao; Xue, Weihua; Wu, Stephen; Gao, Mingfei; Shen, Qing; Mukeshimana, Michele; Abuassba, Adnan Omer; Shen, Haokai; Su, Yanjing
errShare
errSave

Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
D
Daniel J. Jacob
H-index: 167 · Papers: 1.1K
J
Jean‐François Lamarque
H-index: 129 · Papers: 837
A
Allen H. Goldstein
H-index: 128 · Papers: 948
A
Alex Guenther
H-index: 123 · Papers: 916
L
L. Ruby Leung
H-index: 115 · Papers: 1.4K
View more