Jun Zhang

Hyper-parameter optimization of multiple machine learning algorithms for molecular property prediction using hyperopt library

Jun Zhang, Qin Wang, Weifeng Shen, 2022, Chinese Journal of Chemical Engineering.

Individual investor trading and stock liquidity

Qin Emma Wang, Jun Zhang, 2014, Review of Quantitative Finance and Accounting.

Message-Passing Neural Network Based Multi-Task Deep-Learning Framework for COSMO-SAC based σ-profile and VCOSMO Prediction

Jun Zhang, Weifeng Shen, Qin Wang, 2022, Chemical Engineering Science.

An Accurate and Interpretable Deep Learning Model for Environmental Properties Prediction Using Hybrid Molecular Representations

Yang Su, Saimeng Jin, Jingzheng Ren, 2022, AIChE Journal.

A Deep Learning-based Framework Towards inverse Green Solvent Design for Extractive Distillation with Multi-index Constraints

M. Eden, Jun Zhang, Weifeng Shen, 2023, Comput. Chem. Eng..

Multi-objective optimization strategy for green solvent design via a deep generative model learned from pre-set molecule pairs

Saimeng Jin, Jun Zhang, Huaqiang Wen, 2024, Green Chemistry.

Chemical space deconstruction-based dynamic model ensemble architecture for molecular property prediction

Jun Zhang, Huaqiang Wen, Zhigang Lei, 2024, Chemical Engineering Science.