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Zukui Li

university of alberta
H-index:30
Citation Count:3,020
Views:0

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Distributionally robust optimization for Gaussian mixture model ambiguity under moment variations

高斯混合模型不确定性下的矩变化分布鲁棒优化

COMPUTERS & CHEMICAL ENGINEERING
IF3.9
2026-08-060
PRE
Zhongyu Zhang; Biao Huang; Zukui Li
Database-driven and property-constrained inference of molecular composition of petroleum fractions from routine experimental data

基于数据库驱动和属性约束的常规实验数据对石油馏分分子组成的推断

Chemical Engineering Journal
IF13.2
2026-05-230
PRE
Li, Shuofan; Li, Zukui; Zhang, Zhongyu; Gontijo, Boniek; Wu, Jianxun; Zhang, Linzhou; Shi, Quan
Adaptive physics-informed neural network-based digital twins integrated with Ensemble Kalman Filter

基于自适应物理信息神经网络数字孪生与集合卡尔曼滤波的集成

COMPUTERS & CHEMICAL ENGINEERING
IF3.9
2026-03-030
OAAI
Devavrat Thosar; Abhijit Bhakte; Zukui Li; Rajagopalan Srinivasan; Vinay Prasad
Sensitivity analysis and stochastic optimization of levelized cost of hydrogen production through methane pyrolysis

甲烷裂解制氢的平准化氢气成本敏感性分析与随机优化

Canadian Journal of Chemical Engineering
IF1.9
2025-12-010
OAAI
Paredes Bozzo, Adrian; Li, Zukui
Simultaneous outlier-exclusion and distributionally robust learning through partial optimal transport

通过部分最优传输实现同时异常值排除和分布鲁棒性学习

Computers & Chemical Engineering
IF3.9
2025-10-090
PRE
Zhongyu Zhang; Biao Huang; Zukui Li
A Multisensor Feature Representation and Fusion Method for Data-Driven Industrial Process Fault Diagnosis

一种基于数据驱动的工业过程故障诊断的多传感器特征表示与融合方法

IEEE Journal of Emerging and Selected Topics in Industrial Electronics
IF0
2025-10-010
PRE
Shi, Yilin; Li, Zukui; Yang, Bo
Molecular composition reconstruction of naphtha fractions through data-driven modeling and interpretable optimization

通过数据驱动建模和可解释优化实现石脑油馏分的分子组成重构

Chemical Engineering Science
IF4.3
2025-09-260
PRE
Shuofan Li; Zhongyu Zhang; Zukui Li; Guangqing Cai; Linzhou Zhang; Quan Shi
Online parameter estimation and model maintenance using parameter-aware physics-informed neural network

基于参数感知物理信息神经网络的在线参数估计与模型维护

Computers & Chemical Engineering
IF3.9
2025-09-200
OAAI
Devavrat Thosar; Abhijit Bhakte; Zukui Li; Rajagopalan Srinivasan; Vinay Prasad
A novel hybrid neural network for modeling dynamic systems using physics-informed regularization

一种用于物理信息正则化建模动态系统的新型混合神经网络

Journal of Process Control
IF3.9
2025-06-240
OA
Devavrat Thosar; Abhijit Bhakte; Zukui Li; Rajagopalan Srinivasan; Vinay Prasad
Decision rule-based method for multiparametric linear programming

基于决策规则的参数线性规划方法

COMPUTERS & CHEMICAL ENGINEERING
IF3.9
2025-05-150
PRE
Rahal, Said S.; Li, Zukui; Papageorgiou, Dimitri J.; AlShammari, Abdallah
Dynamic Process Flexibility Analysis Using Neural Networks and a Volumetric Flexibility Index
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF3.9
2025-03-010
PRE
Zhang, Zhongyu; Huang, Biao; Li, Zukui
Soft sensor development for mixed oil interface tracking in multi-product pipelines based on knowledge-informed semi-supervised Variational Bayesian Gaussian mixture regression
ENERGY
IF9.4
2024-08-011
PRE
Yuan, Ziyun; Chen, Lei; Liu, Gang; Li, Zukui; Wu, Yuchen; Pan, Yuanhao; Ji, Haoyang; Yang, Wen
A 1+Mechanism Model for Predicting the Mixed- Oil Concentration in
SPE JOURNAL
IF3
2024-07-310
PRE
Yuan, Ziyun; Chen, Lei; Liu, Gang; Li, Zukui; Pan, Yuanhao; Wu, Yuchen; Ji, Haoyang
Distributionally robust chance-constrained optimization with Gaussian mixture ambiguity set

高斯混合模糊集的分布鲁棒机会约束优化

COMPUTERS & CHEMICAL ENGINEERING
IF3.9
2024-07-010
PRE
Kammammettu, Sanjula; Yang, Shu-Bo; Li, Zukui
Novel Feasible Set Learning and Process Flexibility Analysis Method Using Deep Neural Networks
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF3.9
2024-06-242
PRE
Zhang, Zhongyu; Yang, Shu-Bo; Huang, Biao; Li, Zukui
Data-driven distributionally robust chance-constrained optimization with large data set and outliers: Sequential sample removal algorithm for solution improvement
COMPUTERS & CHEMICAL ENGINEERING
IF3.9
2023-11-012
PRE
Yang, Shu-Bo; Kammammettu, Sanjula; Li, Zukui
Bioinspired Encoder-Decoder Recurrent Neural Network with Attention for Hydroprocessing Unit Modeling
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF3.9
2023-10-271
PRE
Yang, Shu-Bo; Moreira, Jesus; Li, Zukui
How Can (or Why Should) Process Engineering Aid the Screening and Discovery of Solid Sorbents for CO2 Capture?
ACCOUNTS OF CHEMICAL RESEARCH
IF17.7
2023-08-2210
PRE
Rajendran, Arvind; Subraveti, Sai Gokul; Pai, Kasturi Nagesh; Prasad, Vinay; Li, Zukui
Distributionally robust chance-constrained optimization with Sinkhorn ambiguity set
AICHE JOURNAL
IF4
2023-07-113
PRE
Yang, Shu-Bo; Li, Zukui
Flexible operation of the pressurized water reactor nuclear power system using multi-model predictive control over a wide nonlinear operating range
APPLIED THERMAL ENGINEERING
IF6.9
2023-07-012
PRE
Cui, Chengcheng; Li, Zukui; Zhang, Junli; Shen, Jiong

Research Directions

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M
Marianthi Ierapetritou
H-index:69Papers:450Citations:1.5万
V
Vinay Prasad
H-index:35Papers:178Citations:4,887
S
Shu‐Bo Yang
H-index:7Papers:18Citations:146
C
Christodoulos A. Floudas
H-index:101Papers:764Citations:3.5万
B
Biao Huang
H-index:81Papers:1,071Citations:2.8万
F
Farough Motamed Nasab
H-index:3Papers:15Citations:29
S
Sai Gokul Subraveti
H-index:12Papers:42Citations:1,218
A
Arvind Rajendran
H-index:43Papers:174Citations:6,491
H-index:0Papers:22Citations:0
S
Sanjula Kammammettu
H-index:4Papers:14Citations:112