Jiachen Guo

According to our database, Jiachen Guo authored at least 18 papers between 2010 and 2025.

Collaborative distances:

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

2025

Theory and Design of Pseudo-Doherty Load-Modulated Double Balanced Amplifier With Intrinsic Insensitivity to Antenna VSWR.

Jiachen Guo, Pingzhu Gong, Kenle Chen

IEEE Trans. Circuits Syst. I Regul. Pap., May, 2025

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

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

CoRR, March, 2025

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

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

CoRR, March, 2025

An explicable machine learning approach for predicting 30-day septic mortality for ICU patients.

Liang Zhou, Ruiqian Wu, Shanshan Wang, Temitope Emmanuel Komolafe, Jiachen Guo, Zhiping Fan, Zhiwei Zhang

Int. J. Inf. Commun. Technol., 2025

2024

Deep Reinforcement Learning Empowered Resource Allocation in Vehicular Fog Computing.

Lijun Sun, Mingzhi Liu, Jiachen Guo, Xu Yu, Shangguang Wang

IEEE Trans. Veh. Technol., May, 2024

Point-Sim: A Lightweight Network for 3D Point Cloud Classification.

Jiachen Guo, Wenjie Luo

Algorithms, April, 2024

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

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

CoRR, 2024

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

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

CoRR, 2024

Engineering software 2.0 by interpolating neural networks: unifying training, solving, and calibration.

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

CoRR, 2024

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

Jiachen Guo, Yuchen Cao, Kenle Chen

CoRR, 2024

Load-Modulated Balanced Amplifiers for Next-G Wireless Communications.

Pingzhu Gong, Jiachen Guo, Kenle Chen

Proceedings of the IEEE BiCMOS and Compound Semiconductor Integrated Circuits and Technology Symposium, 2024

2023

DCABM-TCM: A Database of Constituents Absorbed into the Blood and Metabolites of Traditional Chinese Medicine.

Xinyue Liu, Jinying Liu, Bangze Fu, Ruzhen Chen, Jianzhou Jiang, He Chen, Runa Li, Lin Xing, Liying Yuan, Xuetai Chen, Jing Zhang, Honglei Li, Shuzhen Guo, Feifei Guo, Jiachen Guo, Yuan Liu, Yaning Qi, Biyue Yu, Feng Xu, Dong Li, Zhongyang Liu

J. Chem. Inf. Model., August, 2023

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

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

CoRR, 2023

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

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

CoRR, 2023

2022

An Introduction to Kernel and Operator Learning Methods for Homogenization by Self-consistent Clustering Analysis.

Owen Huang, Sourav Saha, Jiachen Guo, Wing Kam Liu

CoRR, 2022

Deep Learning Discrete Calculus (DLDC): A Family of Discrete Numerical Methods by Universal Approximation for STEM Education to Frontier Research.

Sourav Saha, Chanwook Park, Stefan Knapik, Jiachen Guo, Owen Huang, Wing Kam Liu

CoRR, 2022

2011

Water Meter ID Identifying and Reading System Based on RFID Technology.

Jiachen Guo, Hongsong Li, Pengfei Yu

Proceedings of the 4th International Symposium on Computational Intelligence and Design, 2011

2010

A novel method of recognizing short coding sequences of human genes.

Jiawei Luo, Yang Li, Jiachen Guo

Proceedings of the Fifth International Conference on Bio-Inspired Computing: Theories and Applications, 2010