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Review of explainable machine learning for anaerobic digestion 期刊论文
BIORESOURCE TECHNOLOGY, 2023, 卷号: 369, 页码: 10
Authors:  Gupta, Rohit;  Zhang, Le;  Hou, Jiayi;  Zhang, Zhikai;  Liu, Hongtao;  You, Siming;  Ok, Yong Sik;  Li, Wangliang
Favorite  |  View/Download：9/0  |  Submit date：2023/05/19
Data -driven modelling  Sustainable waste management  Renewable energy  Bioenergy  Artificial intelligence  
Revisiting the structure, interaction, and dynamical property of ionic liquid from the deep learning force field 期刊论文
JOURNAL OF POWER SOURCES, 2023, 卷号: 555, 页码: 8
Authors:  Ling, Yulong;  Li, Kun;  Wang, Mi;  Lu, Junfeng;  Wang, Chenlu;  Wang, Yanlei;  He, Hongyan
Favorite  |  View/Download：28/0  |  Submit date：2023/02/24
Ionic liquids  Molecular dynamics simulations  Force field  Hydrogen bond  Machine learning  
基于人工神经网络的非均匀固相应力模型 期刊论文
力学学报, 2023, 卷号: 55, 期号: 2, 页码: 532
Authors:  吴雪岩;  李煜;  谢妍妍;  李飞;  陈昇
Favorite  |  View/Download：9/0  |  Submit date：2023/06/21
two-phase flow  multiphase particle-in-cell  heterogeneous solid stress  machine learning  fluidization  两相流  多相质点网格法  非均匀固相应力  机器学习  流态化  
Generalised Latent Assimilation in Heterogeneous Reduced Spaces with Machine Learning Surrogate Models 期刊论文
JOURNAL OF SCIENTIFIC COMPUTING, 2023, 卷号: 94, 期号: 1, 页码: 37
Authors:  Cheng, Sibo;  Chen, Jianhua;  Anastasiou, Charitos;  Angeli, Panagiota;  Matar, Omar K. K.;  Guo, Yi-Ke;  Pain, Christopher C. C.;  Arcucci, Rossella
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Deep learning  Data assimilation  Reduced-order-modelling  Explainable AI  Recurrent neural networks  
Performance prediction of disc and doughnut extraction columns using bayes optimization algorithm-based machine learning models 期刊论文
CHEMICAL ENGINEERING AND PROCESSING-PROCESS INTENSIFICATION, 2023, 卷号: 183, 页码: 11
Authors:  Su, Zhenning;  Wang, Yong;  Tan, Boren;  Cheng, Quanzhong;  Duan, Xiaofei;  Xu, Dongbing;  Tian, Liangliang;  Qi, Tao
Favorite  |  View/Download：9/0  |  Submit date：2023/05/19
Pulsed disk and doughnut column  Machine learning  Modeling  Feature importance  
Process optimization of biomass gasification with a Monte Carlo approach and random forest algorithm 期刊论文
Energy Conversion and Management, 2022, 卷号: 264
Authors:  Fang, Yi;  Ma, Li;  Yao, Zhiyi;  Li, Wangliang;  You, Siming
Favorite  |  View/Download：4/0  |  Submit date：2023/06/26
Biomass - Decision trees - Forecasting - Gasification - Intelligent systems - Kinetic parameters - Kinetic theory - Machine learning - Normal distribution - Optimization - Particle size - Synthesis gas - Thermal conductivity  
短肽界面自组装乳液和凝胶体系的设计与性能调控 学位论文
: 中国科学院过程工程研究所, 2022
Authors:  任朋
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短肽,自组装,水凝胶,乳液,生物应用  
复合聚合物电解质微结构调控及电化学性能研究 学位论文
: 中国科学院过程工程研究所, 2022
Authors:  尧猛
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锂金属电池,复合聚合物电解质,离子液体,仿生结构,锂离子传输通道  
基于EMMS的气固两相流统一曳力模型 学位论文
: 中国科学院过程工程研究所, 2022
Authors:  耿敬伟
Adobe PDF(14601Kb)  |  Favorite  |  View/Download：9/0  |  Submit date：2023/06/26
流态化,Emms模型,曳力,介尺度,多相流  
改性碳基材料催化臭氧氧化机理的DFT研究 学位论文
: 中国科学院过程工程研究所, 2022
Authors:  于广飞
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催化臭氧氧化,Dft计算,反应机理,改性纳米碳材料,水质净化