Pu Ren

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 31

Top Topics

Diffusion Processes

Manifold Ranking

Spatiotemporal Data

Top Venues

Publications

Pu Ren, Rie Nakata, Maxime Lacour, Ilan Naiman, Nori Nakata, Jialin Song, Zhengfa Bi, Osman Asif Malik, Dmitriy Morozov, Omri Azencot, N. Benjamin Erichson, Michael W. Mahoney
Learning Physics for Unveiling Hidden Earthquake Ground Motions via Conditional Generative Modeling. CoRR (2024)
Wuyang Chen, Jialin Song, Pu Ren, Shashank Subramanian, Dmitriy Morozov, Michael W. Mahoney
Data-Efficient Operator Learning via Unsupervised Pretraining and In-Context Learning. CoRR (2024)
R. Bailey Bond, Pu Ren, Jerome F. Hajjar, Hao Sun
Physics-Informed Machine Learning for Seismic Response Prediction OF Nonlinear Steel Moment Resisting Frame Structures. CoRR (2024)
Jian Li, Pu Ren, Yang Liu, Hao Sun
Reasoning-Enhanced Object-Centric Learning for Videos. CoRR (2024)
Dongwei Lyu, Rie Nakata, Pu Ren, Michael W. Mahoney, Arben Pitarka, Nori Nakata, N. Benjamin Erichson
WaveCastNet: An AI-enabled Wavefield Forecasting Framework for Earthquake Early Warning. CoRR (2024)
Ilan Naiman, N. Benjamin Erichson, Pu Ren, Michael W. Mahoney, Omri Azencot
Generative Modeling of Regular and Irregular Time Series Data via Koopman VAEs. ICLR (2024)
Pu Ren, Chengping Rao, Su Chen, Jian-Xun Wang, Hao Sun, Yang Liu
SeismicNet: Physics-informed neural networks for seismic wave modeling in semi-infinite domain. Comput. Phys. Commun. 295 (2024)
Pu Ren, N. Benjamin Erichson, Shashank Subramanian, Omer San, Zarija Lukic, Michael W. Mahoney
SuperBench: A Super-Resolution Benchmark Dataset for Scientific Machine Learning. CoRR (2023)
Pu Ren, Chengping Rao, Yang Liu, Zihan Ma, Qi Wang, Jian-Xun Wang, Hao Sun
PhySR: Physics-informed deep super-resolution for spatiotemporal data. J. Comput. Phys. 492 (2023)
Chengping Rao, Pu Ren, Qi Wang, Oral Buyukozturk, Hao Sun, Yang Liu
Encoding physics to learn reaction-diffusion processes. Nat. Mac. Intell. 5 (7) (2023)
Ilan Naiman, N. Benjamin Erichson, Pu Ren, Michael W. Mahoney, Omri Azencot
Generative Modeling of Regular and Irregular Time Series Data via Koopman VAEs. CoRR (2023)
Pu Ren, Chengping Rao, Hao Sun, Yang Liu
Physics-informed neural network for seismic wave inversion in layered semi-infinite domain. CoRR (2023)
Pu Ren, Chengping Rao, Su Chen, Jian-sun Wang, Hao Sun, Yang Liu
SeismicNet: Physics-informed neural networks for seismic wave modeling in semi-infinite domain. CoRR (2022)
R. Bailey Bond, Pu Ren, Jerome F. Hajjar, Hao Sun
An Unsupervised Machine Learning Approach for Ground Motion Clustering and Selection. CoRR (2022)
Pu Ren, Mingjun Yang
A Line-drawing Extraction Method for Traditional Ornament based on 3D Models. ISCID (2022)
Pu Ren, Chengping Rao, Yang Liu, Zihan Ma, Qi Wang, Jian-Xun Wang, Hao Sun
Physics-informed Deep Super-resolution for Spatiotemporal Data. CoRR (2022)
Guoshuai Li, Bin Cheng, Luoyu Cheng, Chongbin Xu, Xiaomin Sun, Pu Ren, Yong Yang, Qian Chen
Arbitrary Style Transfer with Semantic Content Enhancement. VRCAI (2022)
Chengping Rao, Pu Ren, Yang Liu, Hao Sun
Discovering Nonlinear PDEs from Scarce Data with Physics-encoded Learning. CoRR (2022)
Chengping Rao, Pu Ren, Yang Liu, Hao Sun
Discovering Nonlinear PDEs from Scarce Data with Physics-encoded Learning. ICLR (2022)
Tao Long, Shunli Wang, Wen Cao, Pu Ren, Mingfang He, Carlos Fernandez
Collaborative state estimation of lithium-ion battery based on multi-time scale low-pass filter forgetting factor recursive least squares - double extended Kalman filtering algorithm. Int. J. Circuit Theory Appl. 50 (6) (2022)
Pu Ren, Chengping Rao, Yang Liu, Jian-Xun Wang, Hao Sun
PhyCRNet: Physics-informed Convolutional-Recurrent Network for Solving Spatiotemporal PDEs. CoRR (2021)
Pu Ren, Zhe Wang, Mingjun Yang
A Brief Discussion on Design Education and Practice in the Hypermedia Era. HCI (18) (2021)
Pu Ren, Xinyu Chen, Lijun Sun, Hao Sun
Incremental Bayesian tensor learning for structural monitoring data imputation and response forecasting. CoRR (2020)
Pu Ren, Yan Wang, Mingquan Zhou, Zhongke Wu, Pengbo Zhou, Juan Zhang
Data-Driven Modeling for Chinese Ancient Architecture. Presence Teleoperators Virtual Environ. 26 (4) (2018)
Yan Wang, Pu Ren, Mingquan Zhou, Wuyang Shui, Pengbo Zhou
Text to 3D Model of Chinese Ancient Architecture. CW (2018)
Pu Ren, Wuyang Shui, Jin Liu, Yachun Fan, Wenshuo Zhao, Mingquan Zhou
A Sketch-based Rapid Modeling Method for Crime Scene Presentation. J. Digit. Forensics Secur. Law 13 (1) (2018)
Lu Qian, Yachun Fan, Mingquan Zhou, Hua Luan, Pu Ren
Manifold Ranking for Sketch-Based 3D Model Retrieval. Trans. Edutainment 13 (2017)
Pu Ren, Yachun Fan, Mingquan Zhou, Zhe Wang, Guoguang Du, Lu Qian
Rapid three-dimensional scene modeling by sketch retrieval and auto-arrangement. Comput. Graph. 64 (2017)
Pu Ren, Mingquan Zhou, Jin Liu, Yachun Fan, Wenshuo Zhao, Wuyang Shui
Sketch-Based Modeling and Immersive Display Techniques for Indoor Crime Scene Presentation. ICDF2C (2017)
Pu Ren, Zhe Wang, Yachun Fan, Mingquan Zhou, Guoguang Du
A Rapid Modeling Method for 3D Architectural Scene. CW (2016)
Wuyang Shui, Jin Liu, Pu Ren, Steve Maddock, Mingquan Zhou
Automatic planar shape segmentation from indoor point clouds. VRCAI (2016)
Pu Ren, Wenjian Wang, Mingquan Zhou, Chongbin Xu
A Mixed-Method Approach for Rapid Modeling of the Virtual Scene Building. IGTA (2014)