Stephen Wu

According to our database, Stephen Wu authored at least 17 papers between 2013 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Probabilistic Graphical Model using Graph Neural Networks for Bayesian Inversion of Discrete Structural Component States.

Teng Li, Stephen Wu, Yong Huang, James L. Beck, Hui Li

CoRR, April, 2026

TabPFN Extensions for Interpretable Geotechnical Modelling.

Taiga Saito, Yu Otake, Daijiro Mizutani, Stephen Wu

CoRR, March, 2026

2025

Omics-scale polymer computational database transferable to real-world artificial intelligence applications.

Ryo Yoshida, Yoshihiro Hayashi, Hidemine Furuya, Ryohei Hosoya, Kazuyoshi Kaneko, Hiroki Sugisawa, Yu Kaneko, Aiko Takahashi, Yoh Noguchi, Shun Nanjo, Keiko Shinoda, Tomu Hamakawa, Mitsuru Ohno, Takuya Kitamura, Misaki Yonekawa, Stephen Wu, Masato Ohnishi, Chang Liu, Teruki Tsurimoto, Arifin, Araki Wakiuchi, Kohei Noda, Junko Morikawa, Teruaki Hayakawa, Junichiro Shiomi, Masanobu Naito, Kazuya Shiratori, Tomoki Nagai, Norio Tomotsu, Hiroto Inoue, Ryuichi Sakashita, Masashi Ishii, Isao Kuwajima, Kenji Furuichi, Norihiko Hiroi, Yuki Takemoto, Takahiro Ohkuma, Keita Yamamoto, Naoya Kowatari, Masato Suzuki, Naoya Matsumoto, Seiryu Umetani, Hisaki Ikebata, Yasuyuki Shudo, Mayu Nagao, Shinya Kamada, Kazunori Kamio, Taichi Shomura, Kensaku Nakamura, Yudai Iwamizu, Atsutoshi Abe, Koki Yoshitomi, Yuki Horie, Katsuhiko Koike, Koichi Iwakabe, Shinya Gima, Kota Usui, Gikyo Usuki, Takuro Tsutsumi, Keitaro Matsuoka, Kazuki Sada, Masahiro Kitabata, Takuma Kikutsuji, Akitaka Kamauchi, Yusuke Iijima, Tsubasa Suzuki, Takenori Goda, Yuki Takabayashi, Kazuko Imai, Yuji Mochizuki, Hideo Doi, Koji Okuwaki, Hiroya Nitta, Taku Ozawa, Hitoshi Kamijima, Toshiaki Shintani, Takuma Mitamura, Massimiliano Zamengo, Yuitsu Sugami, Seiji Akiyama, Yoshinari Murakami, Atsushi Betto, Naoya Matsuo, Satoru Kagao, Tetsuya Kobayashi, Norie Matsubara, Shosei Kubo, Yuki Ishiyama, Yuri Ichioka, Mamoru Usami, Satoru Yoshizaki, Seigo Mizutani, Yosuke Hanawa, Shogo Kunieda, Mitsuru Yambe, Takeru Nakamura, Hiromori Murashima, Kenji Takahashi, Naoki Wada, Masahiro Kawano

CoRR, November, 2025

Tabular foundation model for GEOAI benchmark problems BM/AirportSoilProperties/2/2025.

Taiga Saito, Yu Otake, Stephen Wu

CoRR, September, 2025

2024

Scaling Law of Sim2Real Transfer Learning in Expanding Computational Materials Databases for Real-World Predictions.

Shunya Minami, Yoshihiro Hayashi, Stephen Wu, Kenji Fukumizu, Hiroki Sugisawa, Masashi Ishii, Isao Kuwajima, Kazuya Shiratori, Ryo Yoshida

CoRR, 2024

2023

Future-proofing geotechnics workflows: accelerating problem-solving with large language models.

Stephen Wu, Yu Otake, Daijiro Mizutani, Chang Liu, Kotaro Asano, Nana Sato, Hidetoshi Baba, Yusuke Fukunaga, Yosuke Higo, Akiyoshi Kamura, Shinnosuke Kodama, Masataka Metoki, Tomoka Nakamura, Yuto Nakazato, Taiga Saito, Akihiro Shioi, Masahiro Takenobu, Keigo Tsukioka, Ryo Yoshikawa

CoRR, 2023

Pathway to a fully data-driven geotechnics: lessons from materials informatics.

Stephen Wu, Yu Otake, Yosuke Higo, Ikumasa Yoshida

CoRR, 2023

2022

Functional Output Regression for Machine Learning in Materials Science.

Megumi Iwayama, Stephen Wu, Chang Liu, Ryo Yoshida

J. Chem. Inf. Model., 2022

Bayesian Sequential Stacking Algorithm for Concurrently Designing Molecules and Synthetic Reaction Networks.

Qi Zhang, Chang Liu, Stephen Wu, Ryo Yoshida

CoRR, 2022

2021

A General Class of Transfer Learning Regression without Implementation Cost.

Shunya Minami, Song Liu, Stephen Wu, Kenji Fukumizu, Ryo Yoshida

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Multi-Domain Networks Association for Biological Data Using Block Signed Graph Clustering.

Ye Liu, Michael K. Ng, Stephen Wu

IEEE ACM Trans. Comput. Biol. Bioinform., 2020

Bayesian Algorithm for Retrosynthesis.

Zhongliang Guo, Stephen Wu, Mitsuru Ohno, Ryo Yoshida

J. Chem. Inf. Model., 2020

2019

Personalized Radiotherapy Design for Glioblastoma: Integrating Mathematical Tumor Models, Multimodal Scans, and Bayesian Inference.

Jana Lipková, Panagiotis Angelikopoulos, Stephen Wu, Esther Alberts, Benedikt Wiestler, Christian Diehl, Christine Preibisch, Thomas Pyka, Stephanie Combs, Panagiotis E. Hadjidoukas, Koen Van Leemput, Petros Koumoutsakos, John S. Lowengrub, Bjoern H. Menze

IEEE Trans. Medical Imaging, 2019

2018

Langevin Diffusion for Population Based Sampling with an Application in Bayesian Inference for Pharmacodynamics.

Georgios Arampatzis, Daniel Wälchli, Panagiotis Angelikopoulos, Stephen Wu, Panagiotis E. Hadjidoukas, Petros Koumoutsakos

SIAM J. Sci. Comput., 2018

Personalized Radiotherapy Planning for Glioma Using Multimodal Bayesian Model Calibration.

Jana Lipková, Panagiotis Angelikopoulos, Stephen Wu, Esther Alberts, Benedikt Wiestler, Christian Diehl, Christine Preibisch, Thomas Pyka, Stephanie Combs, Panagiotis E. Hadjidoukas, Koen Van Leemput, Petros Koumoutsakos, John S. Lowengrub, Bjoern H. Menze

CoRR, 2018

2014

Robust Bayesian Compressive Sensing for Signals in Structural Health Monitoring.

Yong Huang, James L. Beck, Stephen Wu, Hui Li

Comput. Aided Civ. Infrastructure Eng., 2014

2013

ePAD: Earthquake Probability-Based Automated Decision-Making Framework for Earthquake Early Warning.

Stephen Wu, James L. Beck, Thomas H. Heaton

Comput. Aided Civ. Infrastructure Eng., 2013