Jiaxin Xu - Publications, H-index & Citations

Jiaxin Xu

University of Notre Dame

7H指数

19论文数

179被引数

收录论文 8

发表时间

ADEPT-PolyGraphMT: automated molecular simulation and multi-task multi-fidelity machine learning for polymer property generation and prediction ADEPT-PolyGraphMT：聚合物性质生成与预测的自动化分子模拟及多任务多保真度机器学习

Digital Discovery

IF5.6

2026-06-01

PREAI

Alosious, Sobin; Liu, Yuhan; Xu, Jiaxin; Liu, Gang; Zhang, Renzheng; Jiang, Meng; Luo, Tengfei

A review of advancements and challenges in nanoplastics detection 纳米塑料检测领域进展与挑战的综述

Cell Reports Physical Science

IF7.3

2026-01-07

OAAI

Renzheng Zhang; Leisha Martin; Amartya Mandal; Yang Liu; Jiaxin Xu; Eungkyu Lee; Seunghyun Moon; Wei Xu; Tengfei Luo

Transcend the boundaries: Machine learning for designing polymeric membrane materials for gas separation

CHEMICAL PHYSICS REVIEWS

IF6.2

2024-12-17

OAAI

Xu, Jiaxin; Suleiman, Agboola; Liu, Gang; Zhang, Renzheng; Jiang, Meng; Guo, Ruilan; Luo, Tengfei

A review on machine learning-guided design of energy materials 机器学习引导的能源材料设计研究综述

PROGRESS IN ENERGY

IF9.8

2024-09-03

PREAI

Kim, Seongmin; Xu, Jiaxin; Shang, Wenjie; Xu, Zhihao; Lee, Eungkyu; Luo, Tengfei

Superior polymeric gas separation membrane designed by explainable graph machine learning

CELL REPORTS PHYSICAL SCIENCE

IF7.3

2024-07-01

OAAI

Xu, Jiaxin; Suleiman, Agboola; Liu, Gang; Perez, Michael; Zhang, Renzheng; Jiang, Meng; Guo, Ruilan; Luo, Tengfei

Unlocking enhanced thermal conductivity in polymer blends through active learning

NPJ COMPUTATIONAL MATERIALS

IF11.9

2024-04-16

OAAI

Xu, Jiaxin; Luo, Tengfei

{Mo4}-directed structural evolution of highly reduced molybdenum red clusters for efficient proton conduction

DALTON TRANSACTIONS

IF3.3

2024-01-01

PREAI

Li, Bingbing; Lan, Yuxin; Su, Heyang; Xu, Jiaxin; Zhao, Qixin; Ma, Yubin; Zheng, Qi; Xuan, Weimin

Machine learning-assisted exploration of thermally conductive polymers based on high-throughput molecular dynamics simulations

MATERIALS TODAY PHYSICS

IF9.7

2022-11-01

OAAI

Ma, Ruimin; Zhang, Hanfeng; Xu, Jiaxin; Sun, Luning; Hayashi, Yoshihiro; Yoshida, Ryo; Shiomi, Junichiro; Wang, Jian-xun; Luo, Tengfei

研究方向