Tensor-decomposition-based A Priori Surrogate (TAPS) modeling for ultra large-scale simulations

Authors: Guo, Jiachen, Domel, Gino, Park, Chanwook, Zhang, Hantao, Gumus, Ozgur Can, Lu, Ye, Wagner, Gregory J., Qian, Dong, Cao, Jian, Hughes, Thomas J. R., Liu, Wing Kam

Subject Terms: Computer Science - Computational Engineering, Finance, and Science

Access URL: http://arxiv.org/abs/2503.13933

Interpolation Neural Network-Tensor Decomposition (INN-TD): a scalable and interpretable approach for large-scale physics-based problems

Authors: Guo, Jiachen, Xie, Xiaoyu, Park, Chanwook, Zhang, Hantao, Politis, Matthew, Domel, Gino, Hughes, Thomas J. R., Liu, Wing Kam

Subject Terms: Computer Science - Computational Engineering, Finance, and Science

Access URL: http://arxiv.org/abs/2503.02041

Load-Modulated Balanced Amplifiers for Next-G Wireless Communications

Authors: Gong, Pingzhu, Guo, Jiachen, Chen, Kenle

Source: 2024 IEEE BiCMOS and Compound Semiconductor Integrated Circuits and Technology Symposium (BCICTS) BiCMOS and Compound Semiconductor Integrated Circuits and Technology Symposium (BCICTS), 2024 IEEE. :254-257 Oct, 2024

Relation: 2024 IEEE BiCMOS and Compound Semiconductor Integrated Circuits and Technology Symposium (BCICTS)

An Efficient Ophthalmic Disease QA System Integrated with Knowledge Graphs and Digital Humans

Authors: Guo, Shihan, Guo, Jiachen, Wang, Han, Wang, Haibo, Huang, Xiaoling, Zhang, Lin

Source: 2024 7th International Conference on Information Communication and Signal Processing (ICICSP) Information Communication and Signal Processing (ICICSP), 2024 7th International Conference on. :1094-1098 Sep, 2024

Relation: 2024 7th International Conference on Information Communication and Signal Processing (ICICSP)

Indirectly-Non-Reciprocal Load Modulated Balanced Amplifier with Equivalent Operation at Antenna Interface

Authors: Vangipurapu, Niteesh Bharadwaj, Gong, Pingzhu, Guo, Jiachen, Chen, Kenle

Source: 2024 IEEE/MTT-S International Microwave Symposium - IMS 2024 Microwave Symposium - IMS 2024, 2024 IEEE/MTT-S International. :1032-1035 Jun, 2024

Relation: 2024 IEEE/MTT-S International Microwave Symposium - IMS 2024

Pseudo-Huber loss function-based affine registration algorithm of point clouds

Authors: Guo, Jiachen, Ren, Lu, Zhu, Xuan, Zhuang, Jinlei, Jiang, Bo, Liu, Cheng, Wang, Lin

Source: 2024 39th Youth Academic Annual Conference of Chinese Association of Automation (YAC) Chinese Association of Automation (YAC), 2024 39th Youth Academic Annual Conference of. :1034-1039 Jun, 2024

Relation: 2024 39th Youth Academic Annual Conference of Chinese Association of Automation (YAC)

BERT-LSTM network prediction model based on Transformer

Authors: Guo, Jiachen, Liu, Jun, Yang, Chenxi, Dong, Jianguo, Wang, Zhengyi, Shijian, Dong

Source: 2024 36th Chinese Control and Decision Conference (CCDC) Control and Decision Conference (CCDC), 2024 36th Chinese. :3098-3103 May, 2024

Relation: 2024 36th Chinese Control and Decision Conference (CCDC)

LSTM-GAT networks based on ResNet structure for prediction of complex multivariable systems

Authors: Han, Lixin, Wang, Ziyu, Guo, Jiachen, Li, Yuanjun, Luo, Huarui, Liu, Lin

Source: 2024 36th Chinese Control and Decision Conference (CCDC) Control and Decision Conference (CCDC), 2024 36th Chinese. :3104-3109 May, 2024

Relation: 2024 36th Chinese Control and Decision Conference (CCDC)

Hybrid Load-Modulated Double-Balanced Amplifier (H-LMDBA) with Four-Way Load Modulation and >15-dB Power Back-off Range

Authors: Faruquee, Shadman Fuad Bin, Guo, Jiachen, Gong, Pingzhu, Chen, Kenle

Source: 2024 IEEE Wireless and Microwave Technology Conference (WAMICON) Wireless and Microwave Technology Conference (WAMICON), 2024 IEEE. :1-4 Apr, 2024

Relation: 2024 IEEE Wireless and Microwave Technology Conference (WAMICON)

Superstring amplitudes from BCJ numerators at one loop

Authors: Geyer, Yvonne, Guo, Jiachen, Monteiro, Ricardo, Ren, Lecheng

Subject Terms: High Energy Physics - Theory

Access URL: http://arxiv.org/abs/2410.19663

Convolutional Hierarchical Deep Learning Neural Networks-Tensor Decomposition (C-HiDeNN-TD): a scalable surrogate modeling approach for large-scale physical systems

Authors: Guo, Jiachen, Park, Chanwook, Xie, Xiaoyu, Sang, Zhongsheng, Wagner, Gregory J., Liu, Wing Kam

Subject Terms: Computer Science - Computational Engineering, Finance, and Science

Access URL: http://arxiv.org/abs/2409.00329

Identification of Input-Output Nonlinear Block Structure Systems with Dynamic Disturbances

Authors: Dong, Shijian, Hao, Leilei, Yang, Chenxi, Liu, Jun, Wang, Zhengyi, Guo, Jiachen

Source: 2023 China Automation Congress (CAC) Automation Congress (CAC), 2023 China. :1502-1507 Nov, 2023

Relation: 2023 China Automation Congress (CAC)

Similarity Registration Algorithm of 3D Point Clouds Based on Improved ICP

Authors: GUo, Jiachen, Ren, Lu, Xin, Yufei, Liu, Cheng, Zhang, Pu, Wang, Lin

Source: 2023 China Automation Congress (CAC) Automation Congress (CAC), 2023 China. :7840-7845 Nov, 2023

Relation: 2023 China Automation Congress (CAC)

Reconfigurable Hybrid Asymmetrical Load Modulated Balanced Amplifier with High Linearity, Wide Bandwidth, and Load Insensitivity

Authors: Guo, Jiachen, Chen, Kenle

Source: 2023 IEEE/MTT-S International Microwave Symposium - IMS 2023 Microwave Symposium - IMS 2023, 2023 IEEE/MTT-S International. :462-465 Jun, 2023

Relation: 2023 IEEE/MTT-S International Microwave Symposium - IMS 2023

Decade-Bandwidth RF-Input Pseudo-Doherty Load Modulated Balanced Amplifier using Signal-Flow-Based Phase Alignment Design

Authors: Gong, Pingzhu, Guo, Jiachen, Vangipurapu, Niteesh Bharadwaj, Chen, Kenle

Subject Terms: Computer Science - Hardware Architecture, Electrical Engineering and Systems Science - Signal Processing

Access URL: http://arxiv.org/abs/2404.10558

Interpolating neural network: A novel unification of machine learning and interpolation theory

Authors: Park, Chanwook, Saha, Sourav, Guo, Jiachen, Zhang, Hantao, Xie, Xiaoyu, Bessa, Miguel A., Qian, Dong, Chen, Wei, Wagner, Gregory J., Cao, Jian, Liu, Wing Kam

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Neural and Evolutionary Computing

Access URL: http://arxiv.org/abs/2404.10296

Linear Hybrid Asymmetrical Load-Modulated Balanced Amplifier with Multi-Band Reconfigurability and Antenna-VSWR Resilience

Authors: Guo, Jiachen, Cao, Yuchen, Chen, Kenle

Subject Terms: Electrical Engineering and Systems Science - Systems and Control

Access URL: http://arxiv.org/abs/2403.18250

Load-Modulated Double-Balanced Amplifier with Quasi-Isolation to Load

Authors: Guo, Jiachen, Chen, Kenle

Source: 2023 IEEE Wireless and Microwave Technology Conference (WAMICON) Wireless and Microwave Technology Conference (WAMICON), 2023 IEEE. :144-147 Apr, 2023

Relation: 2023 IEEE Wireless and Microwave Technology Conference (WAMICON)

Statistical Parameterized Physics-Based Machine Learning Digital Twin Models for Laser Powder Bed Fusion Process

Authors: Li, Yangfan, Mojumder, Satyajit, Lu, Ye, Amin, Abdullah Al, Guo, Jiachen, Xie, Xiaoyu, Chen, Wei, Wagner, Gregory J., Cao, Jian, Liu, Wing Kam

Subject Terms: Computer Science - Machine Learning, Computer Science - Computational Engineering, Finance, and Science, Mathematics - Numerical Analysis, Physics - Data Analysis, Statistics and Probability

Access URL: http://arxiv.org/abs/2311.07821

Extended tensor decomposition model reduction methods: training, prediction, and design under uncertainty

Authors: Lu, Ye, Mojumder, Satyajit, Guo, Jiachen, Li, Yangfan, Liu, Wing Kam

Subject Terms: Mathematics - Numerical Analysis

Access URL: http://arxiv.org/abs/2307.15873