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2020 – today
- 2024
[i8]Yizheng Wang, Xiang Li, Ziming Yan, Yuqing Du, Jinshuai Bai
, Bokai Liu, Timon Rabczuk, Yinghua Liu:
HomoGenius: a Foundation Model of Homogenization for Rapid Prediction of Effective Mechanical Properties using Neural Operators. CoRR abs/2404.07943 (2024)- [i7]Yizheng Wang, Jia Sun, Jinshuai Bai, Cosmin Anitescu, Mohammad Sadegh Eshaghi, Xiaoying Zhuang, Timon Rabczuk, Yinghua Liu:
Kolmogorov Arnold Informed neural network: A physics-informed deep learning framework for solving PDEs based on Kolmogorov Arnold Networks. CoRR abs/2406.11045 (2024) - [i6]Yizheng Wang, Jinshuai Bai, Zhongya Lin, Qimin Wang, Cosmin Anitescu, Jia Sun, Mohammad Sadegh Eshaghi, Yuantong Gu, Xi-Qiao Feng, Xiaoying Zhuang, Timon Rabczuk, Yinghua Liu:
Artificial intelligence for partial differential equations in computational mechanics: A review. CoRR abs/2410.19843 (2024) - [i5]Jinshuai Bai, Zhongya Lin, Yizheng Wang, Jiancong Wen, Yinghua Liu, Timon Rabczuk, Yuantong Gu, Xi-Qiao Feng:
Energy-based physics-informed neural network for frictionless contact problems under large deformation. CoRR abs/2411.03671 (2024) - 2023
- [j3]Yinghua Liu, Chengze Li, Xueting Liu, Huisi Wu, Zhenkun Wen:
AddCR: a data-driven cartoon remastering. Vis. Comput. 39(8): 3741-3753 (2023) - [i4]Jia Sun, Yinghua Liu, Yizheng Wang, Zhenhan Yao, Xiaoping Zheng:
BINN: A deep learning approach for computational mechanics problems based on boundary integral equations. CoRR abs/2301.04480 (2023) - [i3]Yizheng Wang, Jia Sun, Zaiyuan Lu, Pipi Hu, Yinghua Liu:
DCM: Deep complementary energy method based on the principle of minimum complementary energy. CoRR abs/2302.01538 (2023) - 2022
- [j2]Zhongjun Lin, Yinghua Liu, Hui Wang, Zhengji Liu, Sijin Cai, Zhicheng Zheng, Yongjin Zhou, Xinyu Zhang:
An eye tracker based on webcam and its preliminary application evaluation in Chinese reading tests. Biomed. Signal Process. Control. 74: 103521 (2022) - [j1]Zhongjun Lin, Yinghua Liu, Hui Wang, Zhengji Liu, Sijin Cai, Zhicheng Zheng, Yongjin Zhou, Xinyu Zhang:
Corrigendum to "An eye tracker based on webcam and its preliminary application evaluation in Chinese reading tests" [Biomed. Signal Process. Control 74 (2022) 103521]. Biomed. Signal Process. Control. 77: 103732 (2022) - [i2]Yizheng Wang, Yinghua Liu:
PETS-SWINF: A regression method that considers images with metadata based Neural Network for pawpularity prediction on 2021 Kaggle Competition "PetFinder.my". CoRR abs/2201.06061 (2022) - 2021
- [i1]Yizheng Wang, Jia Sun, Xiang Li, Yinghua Liu:
CENN: Conservative energy method based on neural network with subdomains for solving heterogeneous problems involving complex geometries. CoRR abs/2110.01359 (2021) - 2020
- [c3]Haiying Chen, Yinghua Liu:
Time Series Data Reconstruction Method Based on Probability Statistics and Machine Learning. ICMTEL (2) 2020: 149-159
2010 – 2019
- 2014
- [c2]Liuqing Yang, Gang Zong, Yinghua Liu:
Using O-D estimation in dynamic road network traffic flow simulation. ICIS 2014: 441-447 - 2013
- [c1]Xiao Jin, Qixun Zhang, Zhiyong Feng, Yifan Zhang, Yinghua Liu:
A Novel Approach to Reduce the Storage Amount and Load of Geolocation Database. VTC Fall 2013: 1-5
Coauthor Index
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