Artificial Intelligence Methods Applied to Catalytic Cracking Processes by Fan Yang, Mao Xu, Wenqiang Lei, Jiancheng Lv

“…Product yield analysis, flue gas desulfurization prediction, and abnormal condition warning are several key research directions in FCC. This paper will sort out the relevant research results of the existing Artificial Intelligence (AI) algorithms applied to the analysis and optimization of catalytic cracking processes, with a view to providing help for the follow-up research. …”
Get full text

Development and indirect validation of a model predicting frailty in the French healthcare claims database by Hana Lahbib, Laurence Mandereau-Bruno, Sarah Goria, Vérène Wagner, Marion J Torres, Catherine Féart, Catherine Helmer, Karine Pérès, Laure Carcaillon-Bentata

Get full text

Brain age prediction from MRI images based on a convolutional neural network with MRMR feature selection layer by Mustafa Hatem Al Ghariri, Seyed Omid Shahdi

“…The proposed method for estimating individual brain age attained a prediction accuracy of 90.3%, outperforming results from comparable research studies. …”
Get full text

Analysis on VANET routing protocols by Zhen-hua WU, Peng HU

“…Many present VANET routing algorithms were carefully analyzed and the result turned to classify into 4 classes:location based greedy routing algorithm,anchor node based routing algorithm,street row based routing algorithm and cluster based routing algorithm.Characters for each kind of algorithm were implemented and compared to each other by using the NS2.The experiment data and analysis result will provide a new subject for further research of VANET routing.…”
Get full text

A Safe and Efficient Global Path-Planning Method Considering Multiple Environmental Factors of the Moon Using a Distributed Computation Strategy by Ruyan Zhou, Yuchuan Liu, Zhonghua Hong, Haiyan Pan, Yun Zhang, Yanling Han, Jiang Tao

“…Lunar-rover path planning is a key topic in lunar exploration research, with safety and computational efficiency critical for achieving long-distance planning. …”
Get full text

Analysis on VANET routing protocols by Zhen-hua WU, Peng HU

“…Many present VANET routing algorithms were carefully analyzed and the result turned to classify into 4 classes:location based greedy routing algorithm,anchor node based routing algorithm,street row based routing algorithm and cluster based routing algorithm.Characters for each kind of algorithm were implemented and compared to each other by using the NS2.The experiment data and analysis result will provide a new subject for further research of VANET routing.…”
Get full text

Enhanced Crop Leaf Area Index Estimation via Random Forest Regression: Bayesian Optimization and Feature Selection Approach by Jun Zhang, Jinpeng Cheng, Cuiping Liu, Qiang Wu, Shuping Xiong, Hao Yang, Shenglong Chang, Yuanyuan Fu, Mohan Yang, Shiyu Zhang, Guijun Yang, Xinming Ma

Get full text

PERFORMANCE OPTIMIZATION OF TRANSMISSION GEAR BASED ON OPTIMAL MODIFICATION DESIGN by HAN Wei, REN ZhiQun

“…Taking the gear transmission mechanism of a five-gear transmission as the research object,the simulation model of the gear transmission mechanism of the transmission is established by using Romax Designer software,and the load-bearing situation,transmission error and load distribution on the tooth surface of the 4 th gear are simulated and analyzed. …”
Get full text

Minimal Mass and Maximal Buckling Load of Composite Hexagonal-Triangle Grid Structure using FSDT under External Hydrostatic Pressure by Mahsa Soheil Shamaee, Ahmad Reza Ghasemi

Get full text

Finding Key Nodes in Complex Networks Through Quantum Deep Reinforcement Learning by Juechan Xiong, Xiao-Long Ren, Linyuan Lü

“…We compared the proposed algorithm with some classical node ranking and network dismantling algorithms on various synthetical and empirical networks. …”
Get full text

A Novel Empirical Fractional Approach for Modeling the Clogging of Membrane Filtration During Protein Microfiltration by Leila Cherifi, Yamina Ammi, Salah Hanini, Mohamed Hentabli, Ouafa Belkacem, Jérôme Harmand

Get full text

Research on Long-Term Scheduling Optimization of Water–Wind–Solar Multi-Energy Complementary System Based on DDPG by Zixing Wan, Wenwu Li, Mu He, Taotao Zhang, Shengzhe Chen, Weiwei Guan, Xiaojun Hua, Shang Zheng

Get full text

Optimal Design of a Micro Reversible Pump Turbine for Balancing Generation Mode and Storage Mode by Tengjiao Guo, Jiale Pan, Ran Tao, Ruofu Xiao

“…In response, this study proposes an optimization approach integrating Bezier curve control, bidirectional weighting, and genetic algorithms (GA) based on computational fluid dynamics (CFD) to enhance the reversible high‐efficiency performance of double‐suction centrifugal pumps. …”
Get full text

Remaining useful life prediction of a small sample of aero-engine based on an improved gray Markov model by Dong-hai Li, Ji-liang Tu, Hui Liu, Nai-zhi Liao

“…The improved model achieves an average absolute percentage error reduction of 2.04 % compared to the original gray Markov model. This research fills the gap between data scarcity and intelligent prediction, providing a viable informatics solution for high-cost devices.…”
Get full text

An optimized solution for tackling effects of climate change on an educational building based on net zero energy technique by Kimiya Aram, Roohollah Taherkhani

“…In order to minimize the load of cooling, heating and the initial investment of the building for the current and future climate, the genetic algorithm with non-globe sorting was used in the jEPlus environment. …”
Get full text

A study on determination of an optimized detector for single photon emission computed tomography by Mohammad Khoshakhlagh, Jalil Islamian, Mohammad Abedi, Babak Mahmoudian, Ali Mardanshahi

Get full text

Ensemble prediction modeling of flotation recovery based on machine learning by Guichun He, Mengfei Liu, Hongyu Zhao, Kaiqi Huang

“…First, the outliers are processed using the box chart method and filtering algorithm. Then, the decision tree (DT), support vector regression (SVR), random forest (RF), and the bagging, boosting, and stacking integration algorithms are employed to construct a flotation recovery prediction model. …”
Get full text

Passive Drag Reduction Optimization for Complex Commercial Vehicle Models by G. Liao, M. Xue, L. Yue, H. Yang, P. Guo, X. Hu, Z. Wang, T. Ma

Get full text

Counting touching wheat grains in images based on elliptical approximation by D. R. Avzalov, E. G. Komyshev, D. A. Afonnikov

Get full text

Association between the stress hyperglycemia ratio and all-cause mortality in patients with hemorrhagic stroke: a retrospective analysis based on MIMIC-IV database by Wei Zhu, Wei Zhu, Dingke Wen, Lijuan Duan, Lijuan Duan, Chaofeng Fan, Chaofeng Fan, Yan Jiang, Yan Jiang

Get full text