Jiachen Guo - RankMe

26 papers A* 1Journal 22Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Bayesian Interpolating Neural Network (B-INN): a scalable and reliable Bayesian model for large-scale physical systems. CoRR Chanwook Park, Brian Kim, Jiachen Guo, Wing Kam Liu
2026	J	`jnl`	CM-GAI: Continuum Mechanistic Generative Artificial Intelligence Theory for Data Dynamics. CoRR Shan Tang, Ziwei Cao, Zhenling Yang, Jiachen Guo, Yicheng Lu, Wing Kam Liu, Xu Guo
2026	J	`jnl`	Efficient GPU-computing simulation platform JAX-PF for differentiable phase field model. CoRR Fanglei Hu, Jiachen Guo, Stephen Niezgoda, Wing Kam Liu, Jian Cao
2025	J	`jnl`	A Convolutional Hierarchical Deep-learning Neural Network (C-HiDeNN) Framework for Non-linear Finite Element/Meshfree Analysis. CoRR Yingjian Liu, Monish Yadav Pabbala, Jiachen Guo, Chanwook Park, Gino Domel, Wing Kam Liu, Dong Qian
2025	J	`jnl`	An explicable machine learning approach for predicting 30-day septic mortality for ICU patients. Int. J. Inf. Commun. Technol. Liang Zhou, Ruiqian Wu, Shanshan Wang, Temitope Emmanuel Komolafe, Jiachen Guo, Zhiping Fan, Zhiwei Zhang
2025	A*	`conf`	Interpolating Neural Network-Tensor Decomposition (INN-TD): a scalable and interpretable approach for large-scale physics-based problems. ICML Jiachen Guo, Xiaoyu Xie, Chanwook Park, Hantao Zhang, Matthew Politis, Gino Domel, Wing Kam Liu
2025	J	`jnl`	Interpolation Neural Network-Tensor Decomposition (INN-TD): a scalable and interpretable approach for large-scale physics-based problems. CoRR Jiachen Guo, Xiaoyu Xie, Chanwook Park, Hantao Zhang, Matthew Politis, Gino Domel, Thomas J. R. Hughes, Wing Kam Liu
2025	J	`jnl`	Large language model-empowered next-generation computer-aided engineering. CoRR Jiachen Guo, Chanwook Park, Dong Qian, Thomas J. R. Hughes, Wing Kam Liu
2025	J	`jnl`	MultiLevel Variational MultiScale (ML-VMS) framework for large-scale simulation. CoRR Lei Zhang, Jiachen Guo, Shaoqiang Tang, Thomas J. R. Hughes, Wing Kam Liu
2025	J	`jnl`	Tensor-decomposition-based A Priori Surrogate (TAPS) modeling for ultra large-scale simulations. CoRR 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
2025	J	`jnl`	Theory and Design of Pseudo-Doherty Load-Modulated Double Balanced Amplifier With Intrinsic Insensitivity to Antenna VSWR. IEEE Trans. Circuits Syst. I Regul. Pap. Jiachen Guo, Pingzhu Gong, Kenle Chen
2024	J	`jnl`	Convolutional Hierarchical Deep Learning Neural Networks-Tensor Decomposition (C-HiDeNN-TD): a scalable surrogate modeling approach for large-scale physical systems. CoRR Jiachen Guo, Chanwook Park, Xiaoyu Xie, Zhongsheng Sang, Gregory J. Wagner, Wing Kam Liu
2024	J	`jnl`	Decade-Bandwidth RF-Input Pseudo-Doherty Load Modulated Balanced Amplifier using Signal-Flow-Based Phase Alignment Design. CoRR Pingzhu Gong, Jiachen Guo, Niteesh Bharadwaj Vangipurapu, Kenle Chen
2024	J	`jnl`	Deep Reinforcement Learning Empowered Resource Allocation in Vehicular Fog Computing. IEEE Trans. Veh. Technol. Lijun Sun, Mingzhi Liu, Jiachen Guo, Xu Yu, Shangguang Wang
2024	J	`jnl`	Engineering software 2.0 by interpolating neural networks: unifying training, solving, and calibration. CoRR 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
2024	J	`jnl`	Fusing Diverse Decision Rules in 3D-Radiomics for Assisting Diagnosis of Lung Adenocarcinoma. J. Imaging Inform. Medicine He Ren, Qiubo Wang, Zhengguang Xiao, Runwei Mo, Jiachen Guo, Gareth Richard Hide, Mengting Tu, Yanan Zeng, Chen Ling, Ping Li
2024	J	`jnl`	Linear Hybrid Asymmetrical Load-Modulated Balanced Amplifier with Multi-Band Reconfigurability and Antenna-VSWR Resilience. CoRR Jiachen Guo, Yuchen Cao, Kenle Chen
2024	—	`conf`	Load-Modulated Balanced Amplifiers for Next-G Wireless Communications. BCICTS Pingzhu Gong, Jiachen Guo, Kenle Chen
2024	J	`jnl`	Point-Sim: A Lightweight Network for 3D Point Cloud Classification. Algorithms Jiachen Guo, Wenjie Luo
2023	J	`jnl`	DCABM-TCM: A Database of Constituents Absorbed into the Blood and Metabolites of Traditional Chinese Medicine. J. Chem. Inf. Model. 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
2023	J	`jnl`	Extended tensor decomposition model reduction methods: training, prediction, and design under uncertainty. CoRR Ye Lu, Satyajit Mojumder, Jiachen Guo, Yangfan Li, Wing Kam Liu
2023	J	`jnl`	Statistical Parameterized Physics-Based Machine Learning Digital Twin Models for Laser Powder Bed Fusion Process. CoRR Yangfan Li, Satyajit Mojumder, Ye Lu, Abdullah Al Amin, Jiachen Guo, Xiaoyu Xie, Wei Chen, Gregory J. Wagner, Jian Cao, Wing Kam Liu
2022	J	`jnl`	An Introduction to Kernel and Operator Learning Methods for Homogenization by Self-consistent Clustering Analysis. CoRR Owen Huang, Sourav Saha, Jiachen Guo, Wing Kam Liu
2022	J	`jnl`	Deep Learning Discrete Calculus (DLDC): A Family of Discrete Numerical Methods by Universal Approximation for STEM Education to Frontier Research. CoRR Sourav Saha, Chanwook Park, Stefan Knapik, Jiachen Guo, Owen Huang, Wing Kam Liu
2011	—	`conf`	Water Meter ID Identifying and Reading System Based on RFID Technology. ISCID (1) Jiachen Guo, Hongsong Li, Pengfei Yu
2010	—	`conf`	A novel method of recognizing short coding sequences of human genes. BIC-TA Jiawei Luo, Yang Li, Jiachen Guo