Pu Ren

According to our database, Pu Ren authored at least 32 papers between 2014 and 2024.

Collaborative distances:

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

2024

SeismicNet: Physics-informed neural networks for seismic wave modeling in semi-infinite domain.

Pu Ren, Chengping Rao, Su Chen, Jian-Xun Wang, Hao Sun, Yang Liu

Comput. Phys. Commun., 2024

P²C²Net: PDE-Preserved Coarse Correction Network for efficient prediction of spatiotemporal dynamics.

Qi Wang, Pu Ren, Hao Zhou, Xin-Yang Liu, Zhiwen Deng, Yi Zhang, Ruizhi Chengze, Hongsheng Liu, Zidong Wang, Jian-Xun Wang, Ji-Rong Wen, Hao Sun, Yang Liu

CoRR, 2024

Learning Physics for Unveiling Hidden Earthquake Ground Motions via Conditional Generative Modeling.

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

CoRR, 2024

WaveCastNet: An AI-enabled Wavefield Forecasting Framework for Earthquake Early Warning.

Dongwei Lyu, Rie Nakata, Pu Ren, Michael W. Mahoney, Arben Pitarka, Nori Nakata, N. Benjamin Erichson

CoRR, 2024

Reasoning-Enhanced Object-Centric Learning for Videos.

Jian Li, Pu Ren, Yang Liu, Hao Sun

CoRR, 2024

Physics-Informed Machine Learning for Seismic Response Prediction OF Nonlinear Steel Moment Resisting Frame Structures.

R. Bailey Bond, Pu Ren, Jerome F. Hajjar, Hao Sun

CoRR, 2024

Data-Efficient Operator Learning via Unsupervised Pretraining and In-Context Learning.

Wuyang Chen, Jialin Song, Pu Ren, Shashank Subramanian, Dmitriy Morozov, Michael W. Mahoney

CoRR, 2024

Generative Modeling of Regular and Irregular Time Series Data via Koopman VAEs.

Ilan Naiman, N. Benjamin Erichson, Pu Ren, Michael W. Mahoney, Omri Azencot

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Model Balancing Helps Low-data Training and Fine-tuning.

Zihang Liu, Yuanzhe Hu, Tianyu Pang, Yefan Zhou, Pu Ren, Yaoqing Yang

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

PhySR: Physics-informed deep super-resolution for spatiotemporal data.

Pu Ren, Chengping Rao, Yang Liu, Zihan Ma, Qi Wang, Jian-Xun Wang, Hao Sun

J. Comput. Phys., November, 2023

Encoding physics to learn reaction-diffusion processes.

Chengping Rao, Pu Ren, Qi Wang, Oral Buyukozturk, Hao Sun, Yang Liu

Nat. Mac. Intell., July, 2023

SuperBench: A Super-Resolution Benchmark Dataset for Scientific Machine Learning.

Pu Ren, N. Benjamin Erichson, Shashank Subramanian, Omer San, Zarija Lukic, Michael W. Mahoney

CoRR, 2023

Physics-informed neural network for seismic wave inversion in layered semi-infinite domain.

Pu Ren, Chengping Rao, Hao Sun, Yang Liu

CoRR, 2023

2022

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.

Tao Long, Shunli Wang, Wen Cao, Pu Ren, Mingfang He, Carlos Fernandez

Int. J. Circuit Theory Appl., 2022

An Unsupervised Machine Learning Approach for Ground Motion Clustering and Selection.

R. Bailey Bond, Pu Ren, Jerome F. Hajjar, Hao Sun

CoRR, 2022

SeismicNet: Physics-informed neural networks for seismic wave modeling in semi-infinite domain.

Pu Ren, Chengping Rao, Su Chen, Jian-sun Wang, Hao Sun, Yang Liu

CoRR, 2022

Physics-informed Deep Super-resolution for Spatiotemporal Data.

Pu Ren, Chengping Rao, Yang Liu, Zihan Ma, Qi Wang, Jian-Xun Wang, Hao Sun

CoRR, 2022

Arbitrary Style Transfer with Semantic Content Enhancement.

Guoshuai Li, Bin Cheng, Luoyu Cheng, Chongbin Xu, Xiaomin Sun, Pu Ren, Yong Yang, Qian Chen

Proceedings of the 18th ACM SIGGRAPH International Conference on Virtual-Reality Continuum and its Applications in Industry, 2022

A Line-drawing Extraction Method for Traditional Ornament based on 3D Models.

Pu Ren, Mingjun Yang

Proceedings of the 15th International Symposium on Computational Intelligence and Design, 2022

Discovering Nonlinear PDEs from Scarce Data with Physics-encoded Learning.

Chengping Rao, Pu Ren, Yang Liu, Hao Sun

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

PhyCRNet: Physics-informed Convolutional-Recurrent Network for Solving Spatiotemporal PDEs.

Pu Ren, Chengping Rao, Yang Liu, Jian-Xun Wang, Hao Sun

CoRR, 2021

A Brief Discussion on Design Education and Practice in the Hypermedia Era.

Pu Ren, Zhe Wang, Mingjun Yang

Proceedings of the Design, User Experience, and Usability: UX Research and Design, 2021

2020

Incremental Bayesian tensor learning for structural monitoring data imputation and response forecasting.

Pu Ren, Xinyu Chen, Lijun Sun, Hao Sun

CoRR, 2020

2018

Data-Driven Modeling for Chinese Ancient Architecture.

Pu Ren, Yan Wang, Mingquan Zhou, Zhongke Wu, Pengbo Zhou, Juan Zhang

Presence Teleoperators Virtual Environ., 2018

A Sketch-based Rapid Modeling Method for Crime Scene Presentation.

Pu Ren, Wuyang Shui, Jin Liu, Yachun Fan, Wenshuo Zhao, Mingquan Zhou

J. Digit. Forensics Secur. Law, 2018

Text to 3D Model of Chinese Ancient Architecture.

Yan Wang, Pu Ren, Mingquan Zhou, Wuyang Shui, Pengbo Zhou

Proceedings of the 2018 International Conference on Cyberworlds, 2018

2017

Manifold Ranking for Sketch-Based 3D Model Retrieval.

Lu Qian, Yachun Fan, Mingquan Zhou, Hua Luan, Pu Ren

Trans. Edutainment, 2017

Rapid three-dimensional scene modeling by sketch retrieval and auto-arrangement.

Pu Ren, Yachun Fan, Mingquan Zhou, Zhe Wang, Guoguang Du, Lu Qian

Comput. Graph., 2017

Sketch-Based Modeling and Immersive Display Techniques for Indoor Crime Scene Presentation.

Pu Ren, Mingquan Zhou, Jin Liu, Yachun Fan, Wenshuo Zhao, Wuyang Shui

Proceedings of the Digital Forensics and Cyber Crime - 9th International Conference, 2017

2016

Automatic planar shape segmentation from indoor point clouds.

Wuyang Shui, Jin Liu, Pu Ren, Steve Maddock, Mingquan Zhou

Proceedings of the 15th ACM SIGGRAPH Conference on Virtual-Reality Continuum and Its Applications in Industry, 2016

A Rapid Modeling Method for 3D Architectural Scene.

Pu Ren, Zhe Wang, Yachun Fan, Mingquan Zhou, Guoguang Du

Proceedings of the 2016 International Conference on Cyberworlds, 2016

2014

A Mixed-Method Approach for Rapid Modeling of the Virtual Scene Building.

Pu Ren, Wenjian Wang, Mingquan Zhou, Chongbin Xu

Proceedings of the Advances in Image and Graphics Technologies - Chinese Conference, 2014