Sequential sub-problem programming strategies for data reconciliation and parameter estimation with multiple data sets. - Zhengjiang Zhang; Zhijiang Shao; Pengfei Jiang; Xi Chen 075; Yuhong Zhao; Jixin Qian (CDC, 2010)

Quasi-weighted least squares estimator for data reconciliation. - Zhengjiang Zhang; Zhijiang Shao; Xi Chen 075; Kexin Wang; Jixin Qian (Comput. Chem. Eng., 2010)

Sensitivity embedded homotopy-based backtracking method for chemical process simulation. - Weifeng Chen; Lingyu Zhu 004; Xi Chen 075; Zhijiang Shao (ICCA, 2013)

Structure based model reduction in real-time optimization. - Hao Feng; Xi Chen 075; Zhijiang Shao (ICCA, 2013)

Parallel calculation methods for molecular weight distribution of batch free radical polymerization. - Zhiqiang Chen; Xi Chen 075; Zhijiang Shao; Zhen Yao; Lorenz T. Biegler (Comput. Chem. Eng., 2013)

Heterogeneous parallel method for mixed integer nonlinear programming. - Kai Zhou; Xi Chen 075; Zhijiang Shao; Wei Wan; Lorenz T. Biegler (Comput. Chem. Eng., 2014)

A multi-thread parallel computation method for dynamic simulation of molecular weight distribution of multisite polymerization. - Jinzu Weng; Xi Chen 075; Lorenz T. Biegler (Comput. Chem. Eng., 2015)

A parallel function evaluation approach for solution to large-scale equation-oriented models. - Yannan Ma; Zhijiang Shao; Xi Chen 075; Lorenz T. Biegler (Comput. Chem. Eng., 2016)

Simulation and optimization of polymer molecular weight distribution with nonideal reactors. - Chi Zhang 040; Zhijiang Shao; Xi Chen 075; Chaozhong Xu; Jiajun Wang; Lianfang Feng (Comput. Chem. Eng., 2017)

Optimal operation of parallel distillation systems with multiple product grades: An industrial case study. - Yingyan Luo; Qi Zhang 016; Lingyu Zhu 004; Xi Chen 075 (Comput. Chem. Eng., 2018)

Monte-Carlo-simulation-based optimization for copolymerization processes with embedded chemical composition distribution. - Yannan Ma; Xi Chen 075; Lorenz T. Biegler (Comput. Chem. Eng., 2018)

An efficient strategy for the activation of MIP relaxations in a multicore global MINLP solver. - Kai Zhou; Mustafa R. Kilinç; Xi Chen 075; Nikolaos V. Sahinidis (J. Glob. Optim., 2018)

Reduced order models for dynamic molecular weight distribution in polymerization processes. - Jiayuan Kang; Zhijiang Shao; Xi Chen 075; Lorenz T. Biegler (Comput. Chem. Eng., 2019)

Dynamic optimization of batch free radical polymerization with conditional modeling formulation through the adaptive smoothing strategy. - Jing Kong; Xi Chen 075 (Comput. Chem. Eng., 2019)

Solving Optimization Problems through Fully Convolutional Networks: an Application to the Travelling Salesman Problem. - Zhengxuan Ling; Xinyu Tao; Yu Zhang 018; Xi Chen 075 (CoRR, 2019)

ProCACD: A computer-aided versatile tool for process control. - Anjan Kumar Tula; Jialiang Wang; Xi Chen 075; Seyed Soheil Mansouri; Rafiqul Gani (Comput. Chem. Eng., 2020)

Projection-based robust optimization with symbolic computation. - Chenglin Zheng; Fei Zhao 007; Xi Chen 075 (Comput. Chem. Eng., 2021)

Flexibility index and design of chemical systems by cylindrical algebraic decomposition. - Chenglin Zheng; Fei Zhao 007; Lingyu Zhu 004; Xi Chen 075 (Comput. Chem. Eng., 2021)

Solving Optimization Problems Through Fully Convolutional Networks: An Application to the Traveling Salesman Problem. - Zhengxuan Ling; Xinyu Tao; Yu Zhang 018; Xi Chen 075 (IEEE Trans. Syst. Man Cybern. Syst., 2021)

Learning process patterns via multiple sequence alignment. - Chenglin Zheng; Xi Chen 075; Tong Zhang; Nikolaos V. Sahinidis; Jeffrey J. Siirola (Comput. Chem. Eng., 2022)

Can Deep Learning Solve Parametric Mathematical Programming? An Application to 0-1 Linear Programming Through Image Representation. - Zhengxuan Ling; Rui Liu; Yu Zhang 018; Xi Chen 075 (IEEE Trans. Syst. Man Cybern. Syst., 2022)

A Deep Reinforcement Learning Based Real-Time Solution Policy for the Traveling Salesman Problem. - Zhengxuan Ling; Yu Zhang 018; Xi Chen 075 (IEEE Trans. Intell. Transp. Syst., 2023)

Two-time scale dynamic closed-loop scheduling for gas supply network with multiple air separation units. - Pengwei Zhou; Qianqian Zhao; Zuhua Xu; Baofeng Zhao; Jun Zhao 008; Xi Chen 075; Zhijiang Shao; Kai Wang (Comput. Ind. Eng., 2024)

Industrial Data Modeling With Low-Dimensional Inputs and High-Dimensional Outputs. - Jiawei Tang; Xiaowen Lin; Fei Zhao 007; Xi Chen 075 (IEEE Trans. Ind. Informatics, 2024)

Improved Bayesian parameters estimation with model-based design of experiments for over-parameterized systems. - Xinyu Cao; Xi Chen 075; Lorenz T. Biegler (Comput. Chem. Eng., 2025)

A hybrid method for online monitoring of internals performance in distillation columns. - Yujie Hu; Runjie Yao; Lingyu Zhu 004; Lorenz T. Biegler; Xi Chen 075 (Comput. Chem. Eng., 2025)

From prompt design to iterative generation: Leveraging LLMs in PSE applications. - Xinyu Tao; Anjan Kumar Tula; Xi Chen 075 (Comput. Chem. Eng., 2025)