RLLM-SS: A knowledge-guided simplex search method integrating large language model and reinforcement learning for injection molding quality control.

Zhijiang Shao

Haipeng Zou Xinyu Li Yongkuan Yang Ke Yao Xiangsong Kong Zhijiang Shao Furong Gao RLLM-SS: A knowledge-guided simplex search method integrating large language model and reinforcement learning for injection molding quality control. 2026 104372 71 Adv. Eng. Informatics https://doi.org/10.1016/j.aei.2026.104372 db/journals/aei/aei71.html#ZouLYYKSG26 streams/journals/aei

Ruiyu Qiu Rui Wang Guanghui Yang Zhijiang Shao Lexicographically Projected Policy Gradient Reinforcement Learning for Prioritized Multiobjective Process Control Problems. 2026 April 3251-3262 22 IEEE Trans. Ind. Informatics 4 https://doi.org/10.1109/TII.2025.3643604 db/journals/tii/tii22.html#QiuWYS26 streams/journals/tii

Ruiyu Qiu Rui Wang Guanghui Yang Xiang Li Zhijiang Shao LPPG-RL: Lexicographically Projected Policy Gradient Reinforcement Learning with Subproblem Exploration. 25009-25017 2026 AAAI https://doi.org/10.1609/aaai.v40i30.39689 conf/aaai/2026 db/conf/aaai/aaai2026.html#QiuWYLS26

Youquan Xu Zhijiang Shao Anjan Kumar Tula Integrated product and process design for cascade refrigeration. 108997 2025 194 Comput. Chem. Eng. https://doi.org/10.1016/j.compchemeng.2025.108997 db/journals/cce/cce194.html#XuST25 streams/journals/cce

Youquan Xu Zhijiang Shao Anjan Kumar Tula Accurate property predictions and reliability quantification in molecular design based on molecular similarity. 109241 2025 201 Comput. Chem. Eng. https://doi.org/10.1016/j.compchemeng.2025.109241 db/journals/cce/cce201.html#XuST25a

Pengwei Zhou Zuhua Xu Jiakun Fang Jun Zhao 0008 Chunyue Song Zhijiang Shao Knowledge-based real-time scheduling for gas supply network using cooperative multi-agent reinforcement learning and predictive functional range control. 110206 2025 145 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2025.110206 db/journals/eaai/eaai145.html#ZhouXFZSS25 streams/journals/eaai

Ruiyu Qiu Guanghui Yang Zuhua Xu Zhijiang Shao Optimizing Weights to Fit Parametric Operation Policies for Generalized Working Conditions in Linear Systems Using Deep Reinforcement Learning. 3186-3195 2025 April 21 IEEE Trans. Ind. Informatics 4 https://doi.org/10.1109/TII.2024.3523563 db/journals/tii/tii21.html#QiuYXS25 streams/journals/tii

Junjie Zhou Junchen Jin Qingyuan Ji Dewen Li Haomin Wu Zuhua Xu Zhijiang Shao Fei-Yue Wang 0001 TransLane: A Transfer Learning-Based Traffic Control Recommendation System With Dynamic Lanes. 15236-15247 2025 October 26 IEEE Trans. Intell. Transp. Syst. 10 https://doi.org/10.1109/TITS.2025.3599833 db/journals/tits/tits26.html#ZhouJJLWXSW25 streams/journals/tits

Ruiyu Qiu Guanghui Yang Duo Zhang Xiang Li Zhijiang Shao A Constraint-Oriented Stabilizing Economic NMPC Framework for Handling Multi-Priority Problems. 2382-2387 2025 ACC https://doi.org/10.23919/ACC63710.2025.11107961 conf/amcc/2025 db/conf/amcc/acc2025.html#QiuYZLS25 streams/conf/amcc

Zhenyu Wei Zhijiang Shao Lorenz T. Biegler Coordinated guidance and control for multiple parafoil system landing. 2025 May abs/2505.18691 CoRR https://doi.org/10.48550/arXiv.2505.18691 db/journals/corr/corr2505.html#abs-2505-18691 streams/journals/corr

Ruiyu Qiu Rui Wang Guanghui Yang Xiang Li Zhijiang Shao LPPG-RL: Lexicographically Projected Policy Gradient Reinforcement Learning with Subproblem Exploration. 2025 November abs/2511.08339 CoRR https://doi.org/10.48550/arXiv.2511.08339 db/journals/corr/corr2511.html#abs-2511-08339 streams/journals/corr

Pengwei Zhou Qianqian Zhao Zuhua Xu Baofeng Zhao Jun Zhao 0008 Xi Chen 0075 Zhijiang Shao Kai Wang Two-time scale dynamic closed-loop scheduling for gas supply network with multiple air separation units. 109797 2024 January 187 Comput. Ind. Eng. https://doi.org/10.1016/j.cie.2023.109797 db/journals/candie/candie187.html#ZhouZXZZCSW24

Yan Liu Zuhua Xu Kai Wang Jun Zhao 0008 Chunyue Song Zhijiang Shao Incipient fault detection enhancement based on spatial-temporal multi-mode siamese feature contrast learning for industrial dynamic process. 104062 2024 February 155 Comput. Ind. https://doi.org/10.1016/j.compind.2023.104062 db/journals/cii/cii155.html#LiuXWZSS24

Pengwei Zhou Zuhua Xu Xiaoping Zhu Jun Zhao 0008 Chunyue Song Zhijiang Shao Granulation-based long-term interval prediction considering spatial-temporal correlations for gas demand prediction in the steel industry. 123382 2024 248 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2024.123382 https://www.wikidata.org/entity/Q128817749 db/journals/eswa/eswa248.html#ZhouXZZSS24

Zhenyu Wei Zhijiang Shao Lorenz T. Biegler Parafoil System Cooperative Recovery: A Coordinated Distributed NMPC Approach. 4559-4573 2024 August 60 IEEE Trans. Aerosp. Electron. Syst. 4 https://doi.org/10.1109/TAES.2024.3378193 db/journals/taes/taes60.html#WeiSB24 streams/journals/taes

Zizhao Wang Zhijiang Shao Hongyu Chen Robust Sensor Optimization for Liquid Propellant Rocket Engine Model Parameter Estimation. 4994-5009 2024 August 60 IEEE Trans. Aerosp. Electron. Syst. 4 https://doi.org/10.1109/TAES.2024.3384176 db/journals/taes/taes60.html#WangSC24 streams/journals/taes

Zhenyu Wei Yan Gao Zhijiang Shao Synchronize the Parafoil and the Vessel: A Hierarchical Distributed Nonlinear Model Predictive Control Approach. 226-232 2024 ACC https://doi.org/10.23919/ACC60939.2024.10644383 conf/amcc/2024 db/conf/amcc/acc2024.html#WeiGS24 streams/conf/amcc Yao Tong Wentao He Qinyu Bao Zhijiang Shao Model-Based Load Following Control for Helical-Coiled Supercritical Steam Generator of MHTGR. 1-7 2024 ASCC https://ieeexplore.ieee.org/document/10665587 conf/ascc/2024 db/conf/ascc/ascc2024.html#TongHBS24 Yao Tong Qinyu Bao Zhijiang Shao Reliable Load Match Operation of MHTGR Power Plant: A Probabilistic Operating Space Approach. 1-8 2024 IECON https://doi.org/10.1109/IECON55916.2024.10905391 conf/iecon/2024 db/conf/iecon/iecon2024.html#TongBS24

Yan Gao Zhengyu Wei Zhijiang Shao Weifeng Chen Zhengyu Song Lorenz T. Biegler Enhanced moving finite element method based on error geometric estimation for simultaneous trajectory optimization. 110711 2023 147 Autom. https://doi.org/10.1016/j.automatica.2022.110711 db/journals/automatica/automatica147.html#GaoWSCSB23

Yan Liu Zuhua Xu Jun Zhao 0008 Chunyue Song Zhijiang Shao Multi-scale adaptive multivariate state estimation fault detection enhancement for time-varying industrial system based on multi-output Gaussian process autoregression. 109502 2023 September 183 Comput. Ind. Eng. https://doi.org/10.1016/j.cie.2023.109502 db/journals/candie/candie183.html#LiuXZSS23

Wenrui Ma Zuhua Xu Jun Zhao 0008 Shuangxi Zhang Zhijiang Shao Quasi-Newton extremum seeking control based on incremental recursive identification. 108137 2023 March 171 Comput. Chem. Eng. https://doi.org/10.1016/j.compchemeng.2023.108137 db/journals/cce/cce171.html#MaXZZS23

Lijie Wang Zuhua Xu Jun Zhao 0008 Zhijiang Shao Nonparametric identification based on Gaussian process regression for distributed parameter systems. 1229-1242 2023 April 54 Int. J. Syst. Sci. 6 https://doi.org/10.1080/00207721.2023.2169058 db/journals/ijsysc/ijsysc54.html#WangXZS23

Pengwei Zhou Zuhua Xu Xiaoping Zhu Jun Zhao 0008 Chunyue Song Zhijiang Shao Safe reinforcement learning method integrating process knowledge for real-time scheduling of gas supply network. 280-304 2023 July 633 Inf. Sci. https://doi.org/10.1016/j.ins.2023.02.084 db/journals/isci/isci633.html#ZhouXZZSS23

Guanghui Yang Rui Wang 0076 Zuhua Xu Zhijiang Shao Learning MPC for Process Dynamic Working Condition Change Tasks under Model Mismatch. 3769-3776 2023 ACC https://doi.org/10.23919/ACC55779.2023.10155993 conf/amcc/2023 db/conf/amcc/acc2023.html#YangWXS23

Guanghui Yang Zhijiang Shao Rui Wang 0076 Zuhua Xu Lidan Cui Shadow operator: Effective dynamic load change operation training in air separation processes based on industrial nonlinear MPC and Bloom's taxonomy. 2023 abs/2307.03021 CoRR https://doi.org/10.48550/arXiv.2307.03021 db/journals/corr/corr2307.html#abs-2307-03021

Pengwei Zhou Zuhua Xu Xudong Peng Jun Zhao 0008 Zhijiang Shao Long-term prediction enhancement based on multi-output Gaussian process regression integrated with production plans for oxygen supply network. 107844 2022 163 Comput. Chem. Eng. https://doi.org/10.1016/j.compchemeng.2022.107844 https://www.wikidata.org/entity/Q114194450 db/journals/cce/cce163.html#ZhouXPZS22

Minghao Chen Zuhua Xu Jun Zhao 0008 Yucai Zhu Zhijiang Shao Xiang Li 0029 Closed-loop robust steady-state target calculation for model predictive control. 108045 2022 168 Comput. Chem. Eng. https://doi.org/10.1016/j.compchemeng.2022.108045 db/journals/cce/cce168.html#ChenXZZSL22

Bai Li 0002 Li Li 0013 Tankut Acarman Zhijiang Shao Ming Yue 0001 Optimization-Based Maneuver Planning for a Tractor-Trailer Vehicle in a Curvy Tunnel: A Weak Reliance on Sampling and Search. 706-713 2022 7 IEEE Robotics Autom. Lett. 2 https://doi.org/10.1109/LRA.2021.3131693 https://www.wikidata.org/entity/Q110943368 db/journals/ral/ral7.html#LiLASY22

Guanghui Yang Zhijiang Shao Zuhua Xu How to Apply Bloom's Taxonomy to Operator Education in the Way of Human-Machine Cooperation? 313-325 2022 HCI (28) https://doi.org/10.1007/978-3-031-05675-8_24 conf/hci/2022-28 db/conf/hci/hci2022-28.html#YangSX22

Pengwei Zhou Zuhua Xu Jun Zhao 0008 Chunyue Song Zhijiang Shao Long-term hybrid prediction method based on multiscale decomposition and granular computing for oxygen supply network. 107442 2021 153 Comput. Chem. Eng. https://doi.org/10.1016/j.compchemeng.2021.107442 db/journals/cce/cce153.html#ZhouXZSS21

Bai Li 0002 Yakun Ouyang Youmin Zhang 0001 Tankut Acarman Qi Kong Zhijiang Shao Optimal Cooperative Maneuver Planning for Multiple Nonholonomic Robots in a Tiny Environment via Adaptive-Scaling Constrained Optimization. 1511-1518 2021 6 IEEE Robotics Autom. Lett. 2 https://doi.org/10.1109/LRA.2021.3056346 db/journals/ral/ral6.html#LiOZAKS21

Zhijiang Shao Guanghui Yang Zuhua Xu Industrial Turing Test: concept and practice. 176-179 2021 DTPI https://doi.org/10.1109/DTPI52967.2021.9540110 conf/dtpi/2022 db/conf/dtpi/dtpi2021.html#ShaoYX21

Zuhua Xu Guodong Zhu Jun Zhao 0008 Zhijiang Shao Two-dimensional recursive least squares identification based on local polynomial modeling for batch processes. 106767 2020 135 Comput. Chem. Eng. https://doi.org/10.1016/j.compchemeng.2020.106767 db/journals/cce/cce135.html#XuZZS20

Qiang Zhu Kexin Wang Zhijiang Shao Lorenz T. Biegler Receding Horizon Optimization Method for Solving the Cops and Robbers Problems in a Complex Environment with Obstacles. 83-112 2020 100 J. Intell. Robotic Syst. 1 https://doi.org/10.1007/s10846-020-01188-y db/journals/jirs/jirs100.html#ZhuWSB20

Zhengyu Song Cong Wang Stephan Theil David Seelbinder Marco Sagliano Xin-fu Liu Zhijiang Shao Survey of autonomous guidance methods for powered planetary landing. 652-674 2020 21 Frontiers Inf. Technol. Electron. Eng. 5 https://doi.org/10.1631/FITEE.1900458 db/journals/jzusc/jzusc21.html#SongWTSSLS20

Bai Li 0002 Qi Kong Youmin Zhang 0001 Zhijiang Shao Yumeng Wang Xiaoyan Peng Daxun Yan On-road Trajectory Planning with Spatio-temporal RRT* and Always-feasible Quadratic Program. 942-947 2020 CASE https://doi.org/10.1109/CASE48305.2020.9217044 conf/case/2020 db/conf/case/case2020.html#LiK0SWPY20

Jiayuan Kang Zhijiang Shao Xi Chen 0075 Lorenz T. Biegler Reduced order models for dynamic molecular weight distribution in polymerization processes. 280-291 2019 126 Comput. Chem. Eng. https://doi.org/10.1016/j.compchemeng.2019.03.017 https://www.wikidata.org/entity/Q128118489 db/journals/cce/cce126.html#KangSCB19

Minghao Chen Zuhua Xu Jun Zhao 0008 Zhijiang Shao Dynamic Matrix Control With Feed-Forward for Target Tracking. 1295-1300 2019 ASCC https://ieeexplore.ieee.org/document/8765195 conf/ascc/2019 db/conf/ascc/ascc2019.html#ChenX0S19 Lin Ma 0004 Kexin Wang Zhijiang Shao Zhengyu Song Lorenz T. Biegler Finite-Element Collocation Based Successive Convexification for Powered Landing Guidance of Reusable Rockets. 1460-1465 2019 ASCC https://ieeexplore.ieee.org/document/8765043 conf/ascc/2019 db/conf/ascc/ascc2019.html#0004WSSB19

Bai Li 0002 Youmin Zhang 0001 Yiheng Feng Yue Zhang 0019 Yuming Ge Zhijiang Shao Balancing Computation Speed and Quality: A Decentralized Motion Planning Method for Cooperative Lane Changes of Connected and Automated Vehicles. 340-350 2018 3 IEEE Trans. Intell. Veh. 3 https://doi.org/10.1109/TIV.2018.2843159 https://www.wikidata.org/entity/Q129738421 db/journals/tiv/tiv3.html#LiZFZGS18

Chi Zhang 0040 Zhijiang Shao Xi Chen 0075 Chaozhong Xu Jiajun Wang Lianfang Feng Simulation and optimization of polymer molecular weight distribution with nonideal reactors. 744-757 2017 106 Comput. Chem. Eng. https://doi.org/10.1016/j.compchemeng.2017.03.017 db/journals/cce/cce106.html#ZhangSCXWF17

Bai Li 0002 Youmin Zhang 0001 Zhijiang Shao Ning Jia Simultaneous versus joint computing: A case study of multi-vehicle parking motion planning. 30-40 2017 20 J. Comput. Sci. https://doi.org/10.1016/j.jocs.2017.03.015 db/journals/jocs/jocs20.html#LiZSJ17

Bai Li 0002 Zhijiang Shao Youmin Zhang 0001 Pu Li 0001 Nonlinear programming for multi-vehicle motion planning with homotopy initialization strategies. 118-123 2017 CASE https://doi.org/10.1109/COASE.2017.8256090 conf/case/2017 db/conf/case/case2017.html#LiS0L17 Bai Li 0002 Youmin Zhang 0001 Yuming Ge Zhijiang Shao Pu Li 0001 Optimal control-based online motion planning for cooperative lane changes of connected and automated vehicles. 3689-3694 2017 IROS https://doi.org/10.1109/IROS.2017.8206215 conf/iros/2017 db/conf/iros/iros2017.html#Li0GSL17

Bai Li 0002 Zhijiang Shao Precise trajectory optimization for articulated wheeled vehicles in cluttered environments. 40-47 2016 92 Adv. Eng. Softw. https://doi.org/10.1016/j.advengsoft.2015.10.008 db/journals/aes/aes92.html#LiS16

Lin Ma 0004 Weifeng Chen Zhengyu Song Zhijiang Shao A unified trajectory optimization framework for lunar ascent. 32-45 2016 94 Adv. Eng. Softw. https://doi.org/10.1016/j.advengsoft.2016.01.002 db/journals/aes/aes94.html#MaCSS16

Lin Ma 0004 Zhijiang Shao Weifeng Chen Zhengyu Song Trajectory optimization for lunar soft landing with a Hamiltonian-based adaptive mesh refinement strategy. 266-276 2016 100 Adv. Eng. Softw. https://doi.org/10.1016/j.advengsoft.2016.08.002 db/journals/aes/aes100.html#MaSCS16

Yannan Ma Zhijiang Shao Xi Chen 0075 Lorenz T. Biegler A parallel function evaluation approach for solution to large-scale equation-oriented models. 309-322 2016 93 Comput. Chem. Eng. https://doi.org/10.1016/j.compchemeng.2016.07.015 db/journals/cce/cce93.html#MaSCB16

Bai Li 0002 Youmin Zhang 0001 Zhijiang Shao Spatio-temporal decomposition: a knowledge-based initialization strategy for parallel parking motion optimization. 179-196 2016 107 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2016.06.008 db/journals/kbs/kbs107.html#LiZS16

Bai Li 0002 Kexin Wang Zhijiang Shao Time-Optimal Maneuver Planning in Automatic Parallel Parking Using a Simultaneous Dynamic Optimization Approach. 3263-3274 2016 17 IEEE Trans. Intell. Transp. Syst. 11 https://doi.org/10.1109/TITS.2016.2546386 db/journals/tits/tits17.html#LiWS16

Bai Li 0002 Zhijiang Shao Simultaneous dynamic optimization: A trajectory planning method for nonholonomic car-like robots. 30-42 2015 87 Adv. Eng. Softw. https://doi.org/10.1016/j.advengsoft.2015.04.011 db/journals/aes/aes87.html#LiS15

Bai Li 0002 Zhijiang Shao A unified motion planning method for parking an autonomous vehicle in the presence of irregularly placed obstacles. 11-20 2015 86 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2015.04.016 db/journals/kbs/kbs86.html#LiS15a

Bai Li 0002 Kexin Wang Zhijiang Shao Time-optimal trajectory planning for tractor-trailer vehicles via simultaneous dynamic optimization. 3844-3849 2015 IROS https://doi.org/10.1109/IROS.2015.7353917 conf/iros/2015 db/conf/iros/iros2015.html#LiWS15 Bai Li 0002 Zhijiang Shao An incremental strategy for tractor-trailer vehicle global trajectory optimization in the presence of obstacles. 1447-1452 2015 ROBIO https://doi.org/10.1109/ROBIO.2015.7418974 conf/robio/2015 db/conf/robio/robio2015.html#LiS15

Kai Zhou Xi Chen 0075 Zhijiang Shao Wei Wan Lorenz T. Biegler Heterogeneous parallel method for mixed integer nonlinear programming. 290-300 2014 66 Comput. Chem. Eng. https://doi.org/10.1016/j.compchemeng.2013.11.009 db/journals/cce/cce66.html#ZhouCSWB14

Zhiqiang Chen Xi Chen 0075 Zhijiang Shao Zhen Yao Lorenz T. Biegler Parallel calculation methods for molecular weight distribution of batch free radical polymerization. 175-186 2013 48 Comput. Chem. Eng. https://doi.org/10.1016/j.compchemeng.2012.09.002 db/journals/cce/cce48.html#ChenCSYB13

Kexin Wang Zhijiang Shao Yidong Lang Jixin Qian Lorenz T. Biegler Barrier NLP methods with structured regularization for optimization of degenerate optimization problems. 24-29 2013 57 Comput. Chem. Eng. https://doi.org/10.1016/j.compchemeng.2013.04.023 https://www.wikidata.org/entity/Q114858929 db/journals/cce/cce57.html#WangSLQB13

Haokun Wang 0004 Jun Zhao 0008 Zuhua Xu Zhijiang Shao Linear offset-free model predictive control: A minimum-variance unbiased filter based approach. 782-786 2013 CDC https://doi.org/10.1109/CDC.2013.6759977 conf/cdc/2013 db/conf/cdc/cdc2013.html#WangZXS13 Hao Feng Xi Chen 0075 Zhijiang Shao Structure based model reduction in real-time optimization. 699-704 2013 ICCA https://doi.org/10.1109/ICCA.2013.6565035 conf/icca/2013 db/conf/icca/icca2013.html#FengCS13 Zhiqiang Wang Jiaona Wan Zhijiang Shao Advanced starting point strategy for solving parametric DAE optimization problems. 712-717 2013 ICCA https://doi.org/10.1109/ICCA.2013.6565015 conf/icca/2013 db/conf/icca/icca2013.html#WangWS13 Weifeng Chen Lingyu Zhu 0004 Xi Chen 0075 Zhijiang Shao Sensitivity embedded homotopy-based backtracking method for chemical process simulation. 1274-1277 2013 ICCA https://doi.org/10.1109/ICCA.2013.6565028 conf/icca/2013 db/conf/icca/icca2013.html#ChenZCS13

Kexin Wang Zhijiang Shao Lorenz T. Biegler Yidong Lang Jixin Qian Robust extensions for reduced-space barrier NLP algorithms. 1994-2004 2011 35 Comput. Chem. Eng. 10 https://doi.org/10.1016/j.compchemeng.2010.11.014 https://www.wikidata.org/entity/Q114858930 db/journals/cce/cce35.html#WangSBLQ11

Jiaona Wan Zhijiang Shao Kexin Wang Xueyi Fang Zhiqiang Wang Ji-Xin Qian Reduced precision solution criteria for nonlinear model predictive control with the feasibility-perturbed sequential quadratic programming algorithm. 919-931 2011 12 J. Zhejiang Univ. Sci. C 11 https://doi.org/10.1631/jzus.C10a0512 db/journals/jzusc/jzusc12.html#WanSWFWQ11

Zhengjiang Zhang Zhijiang Shao Xi Chen 0075 Kexin Wang Jixin Qian Quasi-weighted least squares estimator for data reconciliation. 154-162 2010 34 Comput. Chem. Eng. 2 https://doi.org/10.1016/j.compchemeng.2009.09.007 db/journals/cce/cce34.html#ZhangSCWQ10

Jian Niu Zuhua Xu Jun Zhao 0008 Zhijiang Shao Jixin Qian Model predictive control with an on-line identification model of a supply chain unit. 394-400 2010 11 J. Zhejiang Univ. Sci. C 5 https://doi.org/10.1631/jzus.C0910270 db/journals/jzusc/jzusc11.html#NiuXZSQ10

Zhengjiang Zhang Zhijiang Shao Pengfei Jiang Xi Chen 0075 Yuhong Zhao Jixin Qian Sequential sub-problem programming strategies for data reconciliation and parameter estimation with multiple data sets. 1342-1347 2010 CDC https://doi.org/10.1109/CDC.2010.5717954 conf/cdc/2010 db/conf/cdc/cdc2010.html#ZhangSJCZQ10 Zhiqiang Wang Zhijiang Shao Xueyi Fang Weifeng Chen Jiaona Wan A modified mnemonic enhancement optimization method for solving parametric nonlinear programming problems. 2210-2214 2010 CDC https://doi.org/10.1109/CDC.2010.5717333 conf/cdc/2010 db/conf/cdc/cdc2010.html#WangSFCW10 Jiaona Wan Zhijiang Shao Kexin Wang Jixin Qian Reduced precision solution criteria for solving optimal control problems in NMPC. 6125-6130 2010 CDC https://doi.org/10.1109/CDC.2010.5717955 conf/cdc/2010 db/conf/cdc/cdc2010.html#WanSWQ10

Xiang Li 0029 Zhijiang Shao Jixin Qian Module-oriented automatic differentiation in chemical process systems optimization. 1551-1561 2004 28 Comput. Chem. Eng. 9 https://doi.org/10.1016/j.compchemeng.2003.12.010 db/journals/cce/cce28.html#LiSQ04

Weitao Zhong Wuqian Wang Zhijiang Shao Yuyue Zhang Jixin Qian Optimization of an industrial batch polycondensation reactor. 368-373 2001 ACC https://doi.org/10.1109/ACC.2001.945572 conf/amcc/2001 db/conf/amcc/acc2001.html#WeitaoWSYJ01 Xiang Li Weitao Zhong Zhijiang Shao Jixin Qian Applying extended automatic differentiation technique to process system optimization problems. 4079-4084 2001 ACC https://doi.org/10.1109/ACC.2001.946354 conf/amcc/2001 db/conf/amcc/acc2001.html#XiangWSJ01 Tankut Acarman Qinyu Bao Lorenz T. Biegler Hongyu Chen Minghao Chen Weifeng Chen Xi Chen 0075 Zhiqiang Chen Lidan Cui Jiakun Fang Xueyi Fang Hao Feng Lianfang Feng Yiheng Feng Furong Gao Yan Gao Yuming Ge Wentao He Qingyuan Ji Ning Jia Pengfei Jiang Junchen Jin Jiayuan Kang Qi Kong Xiangsong Kong Yidong Lang Bai Li 0002 Dewen Li Li Li 0013 Pu Li 0001 Xiang Li Xiang Li 0029 Xinyu Li Xin-fu Liu Yan Liu Lin Ma 0004 Wenrui Ma Yannan Ma Jian Niu Yakun Ouyang Xiaoyan Peng Xudong Peng Jixin QianJi-Xin Qian Ruiyu Qiu Marco Sagliano David Seelbinder Chunyue Song Zhengyu Song Stephan Theil Yao Tong Anjan Kumar Tula Jiaona Wan Wei Wan Cong Wang Fei-Yue Wang 0001 Haokun Wang 0004 Jiajun Wang Kai Wang Kexin Wang Lijie Wang Rui Wang Rui Wang 0076 Wuqian Wang Yumeng Wang Zhiqiang Wang Zizhao Wang Zhengyu Wei Zhenyu Wei Haomin Wu Chaozhong Xu Youquan Xu Zuhua Xu Daxun Yan Guanghui Yang Yongkuan Yang Ke Yao Zhen Yao Ming Yue 0001 Chi Zhang 0040 Duo Zhang Shuangxi Zhang Youmin Zhang 0001 Yue Zhang 0019 Yuyue Zhang Zhengjiang Zhang Baofeng Zhao Jun Zhao 0008 Qianqian Zhao Yuhong Zhao Weitao Zhong Junjie Zhou Kai Zhou Pengwei Zhou Guodong Zhu Lingyu Zhu 0004 Qiang Zhu Xiaoping Zhu Yucai Zhu Haipeng Zou