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Open AccessArticle

Screening High-Efficiency Deep Eutectic Solvents for Oxidative-Extractive Desulfurization via a Machine Learning Framework to Analyze Intermolecular Interactions

Changqing He, Jiahao Xu, Anupa Gunawardane, Yang Xue, Xueqian Liu, Lin He, Hong Sui

2026, 2(3): 11. doi: 10.53941/sce.2026.100011

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Open AccessReview

Machine Learning-Assisted Performance Prediction and Design of MXene Materials

Qiankun Li, Linghong Lu, Xinchen Wang, Xiuyun Bu

2026, 2(3): 10. doi: 10.53941/sce.2026.100010

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Open AccessArticle

Polymorphism and Purification Mechanism of Nicosulfuron

Mingchen Zhang, Chao Tang, Yan Zhang, Guangji Zhang, Songlin Zheng, Wenbo Huang, Jingcai Cheng

2026, 2(3): 9. doi: 10.53941/sce.2026.100009

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Open AccessArticle

Extrapolative Prediction of Propagation Rate Coefficient in Free-Radical Polymerization Based on kp (T, NI)-QSPR Model

Yajuan Shi, Xiaojie Feng, Fangyou Yan, Zheng-Hong Luo, Yin-Ning Zhou

2026, 2(3): 8. doi: 10.53941/sce.2026.100008

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Open AccessArticle

Machine Learning-Driven Prediction of Li+/Mg2+ Separation Performance in Crown Ether-Modified Graphene Oxide Membranes

Mengmeng Ge, Chunlei Wei, Yi Song, Timing Fang, Xiaomin Liu

2026, 2(2): 7. doi: 10.53941/sce.2026.100007

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Open AccessArticle

Light-Triggered Phase Separation of Pickering Emulsions Co-Emulsified by Amino-Functionalized SiO2 and Spiropyran-Based Ionic Liquid Surfactants

Pengge Chang, Liufang Zhao, Wenwen Li, Yunlei Shi, Zhiyong Li

2026, 2(2): 6. doi: 10.53941/sce.2026.100006

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1 Cited
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Open AccessArticle

Data-Driven Condition-Aware Adaptive Model Predictive Control for Industrial Ethylene Cracking Furnaces

Mengjie Luo, Mengxuan Zhang, Yunpeng Zhao, Xiaogang Shi, Xingying Lan

2026, 2(2): 5. doi: 10.53941/sce.2026.100005

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Open AccessArticle

Combustion Characteristics of 660 MW Pulverized Coal Fired Boiler Co-Firing with Ammonia

Chunxia Jia, Heyan Zhang, Rongting Yang, Hongpeng Liu, Maozhan Cong, Jiawei Li, Xin Guo, Hong Qin, Qing Wang

2026, 2(2): 4. doi: 10.53941/sce.2026.100004

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Open AccessReview

Large Language Models for Automating Computational Fluid Dynamics (CFD): From Predictive Modeling and Optimization to Execution Scheduling

Pei-Zhong Ma, Guodong Gai, Jian-Kun Li, Zheng-Hong Luo, Li-Tao Zhu

2026, 2(1): 3. doi: 10.53941/sce.2026.100003

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Open AccessArticle

Domain-Specific Fine-tuning of Large Language Models and Intelligent Question-Answering System for Industrial Catalysis

Shican Wu, Xin Chang, Xiao Ma, Xiaoyun Lin, Ran Zhao, Zhi-Jian Zhao

2026, 2(1): 2. doi: 10.53941/sce.2026.100002

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Open AccessArticle

Hybrid Fuels Enhance Sustainability and Economics of Cement Manufacturing

Jinqiang Liang, Qi Zhang, Jiahui Li, Yukun Mei, Duiping Liu, Jibin Zhou, Zhishuang Pan, Danzhu Liu, Majid Khan, He Huang, Mao Ye

2026, 2(1): 1. doi: 10.53941/sce.2026.100001

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1 Cited
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Open AccessArticle

Data-Driven Modeling and Bayesian Optimization for the Formaldehyde-Acetylene Reaction in a Slurry Bed Reactor

Xiao-Qi Liu, Zuo-Qian Jihou, Hui-Long Wei, Zheng-Hong Luo

2025, 1(1): 7. doi: 10.53941/sce.2025.100007

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Open AccessArticle

Prediction of Drug Solubility in Complex Micro-Environments: Machine Learning Study Based on Hansen Solubility Parameters

Cong Wang, Xiang Zhou, Huimin Gao, Yuanhui Ji, Hongliang Qian

2025, 1(1): 5. doi: 10.53941/sce.2025.100005

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Open AccessArticle

AI-Accelerated Catalyst Selection and Operating Conditions Optimization for Hydrocracking

Siying Liu, Zheyuan Pang, Cheng Lian, Chong Peng, Xiangchen Fang, Honglai Liu

2025, 1(1): 4. doi: 10.53941/sce.2025.100004

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Open AccessArticle

Optimization of Kinetic Mechanism for Ethylene Combustion Based on Machine Learning

Yuxin He, Houjun Zhang, Yao Nian, You Han

2025, 1(1): 3. doi: 10.53941/sce.2025.100003

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Open AccessArticle

Three-Dimensional Reconstruction of Fluidized Beds from Limited Measurements via a Physics Guided cGAN

Xue Li, Jie Xiang, Ting Zhang, Cheng Zhang, Anqi Li, Mao Ye, Zhongmin Liu

2025, 1(1): 2. doi: 10.53941/sce.2025.100002

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Open AccessEditorial

Smart Technologies: A Catalyst for Revolutionizing the Future of Chemical Engineering

Yuxing Bai, Jesse Zhu

2025, 1(1): 1. doi: 10.53941/sce.2025.100001

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