Environmental tipping points for global soil nitrogen-fixing microorganisms by Yueqi Hao, Hao Liu, Jiawei Li, Li Mu

“…We established a random forest model optimized by the distributed delayed particle swarm optimization (RODDPSO) algorithm to analyze the global NFM data. Soil pH, organic carbon (OC), mean annual precipitation (MAP), altitude, and total phosphorus (TP) are factors with contributions greater than 10% to NFMs. pH, OC, and MAP are the top three factors at the global scale. …”
Get full text

Health Care Costs attributable to Hospital-diagnosed Back Pain: A Longitudinal Register-based Study of the Danish Population by Rikke Søgaard, Jan Sørensen

“…One-year prevalence was defined according to a previously published and validated algorithm, which was applied to the Danish national patient registry. …”
Get full text

Cognitive load detection through EEG lead wise feature optimization and ensemble classification by Jammisetty Yedukondalu, Kalyani Sunkara, Vankayalapati Radhika, Sivakrishna Kondaveeti, Murali Anumothu, Yadadavalli Murali Krishna

“…The binary arithmetic optimization (BAO) algorithm employed to reduce the feature space and extract multi-domain features from modes, thereby optimizing classification performance. …”
Get full text

Construction and application of a physically-based constitutive model for superplastic deformation of near-α TNW700 titanium alloy by Lixia Ma, Dingyong He, Bangjian Yang, Xiuquan Han, Jichun Zhang, Weidong Li

“…Material constants are calibrated using a genetic algorithm combined with multi-objective optimization. …”
Get full text

Validation of DSDs of GPM DPR with Ground-Based Disdrometers over the Tianshan Region, China by Xinyu Lu, Xiuqin Wang, Cheng Li, Yan Liu, Yong Zeng, Hong Huo

“…In the applied single-frequency retrieval algorithm (SFA), the rainfall parameters retrieved from the Ka band outperformed those retrieved from the Ku band, indicating that the Ka band has stronger detection capability in the Tianshan Mountains area, where light rain predominates. …”
Get full text

Credit Rating Model of Small Enterprises Based on Optimal Discriminant Ability and Its Empirical Study by Zhanjiang Li, Lin Guo

“…Based on this principle, a nonlinear optimization model for credit rating division of small enterprises is built, and the approximate solution of the model is solved by a recursive algorithm with strong reproducibility and clear structure. …”
Get full text

Prediction of circRNA-miRNA Associations Based on Network Embedding by Wei Lan, Mingrui Zhu, Qingfeng Chen, Jianwei Chen, Jin Ye, Jin Liu, Wei Peng, Shirui Pan

“…Furthermore, the network embedding algorithm is used to extract potential features of circRNA and miRNA from the heterogeneous network, respectively. …”
Get full text

RETRACTED: An Infrared Small Target Detection Method Based on a Weighted Human Visual Comparison Mechanism for Safety Monitoring by Yuanyuan Chen, Huiqian Wang, Yu Pang, Jinhui Han, En Mou, Enling Cao

“…In the experimental section, our algorithm was compared with some popular methods, and the experimental findings indicated that our method showed strong detection capability based on the commonly used performance indicators of the ROC curve, SCRG, and BSF, especially in low signal-to-noise ratio situations. …”
Get full text

A Novel Power Prediction Model Based on the Clustering Modification Method for a Heavy-Duty Gas Turbine by Jing Kong, Wei Yu, Jinwei Chen, Huisheng Zhang

“…Data-driven models utilizing machine learning algorithms provide an effective approach for predicting power in heavy-duty gas turbines, extracting valuable insights from large-scale operational datasets. …”
Get full text

A Hybrid FEM-CNN for Image-Based Severity Prediction of Corroded Offshore Pipelines by Mohammad Fadzil Najwa, Muda Mohd Fakri, Abdul Shahid Muhammad Daniel, Aziz Norheliena, Mohd Mohd Hairil, Mohd Amin Norliyati, Mohd Hashim Mohd Hisbany

“…A transfer-learning algorithm was applied to refine and validate the model using a diverse image dataset of uniformly corroded pipelines (200x200 mm, 100x100 mm, 75x75 mm, 50x50 mm, and 10x10 mm), annotated with corresponding severity levels. …”
Get full text

Pedagogical strategies for enhancing physical activity: A systematic review of trends and approaches by Marina Jagiello, Marc Lochbaum

“…As a result of the search, 93 scientific articles were selected. A special algorithm in the Python programming language was developed for analyzing and synthesizing data from the selected articles. …”
Get full text

DeepEye: Link Prediction in Dynamic Networks Based on Non-negative Matrix Factorization by Nahla Mohamed Ahmed, Ling Chen, Yulong Wang, Bin Li, Yun Li, Wei Liu

“…Empirical results on real-world networks show that the proposed algorithm can achieve higher accuracy prediction results in dynamic networks in comparison to other algorithms.…”
Get full text

Decoding cortical folding patterns in marmosets using machine learning and large language model by Yue Wu, Xuesong Gao, Zhengliang Liu, Pengcheng Wang, Zihao Wu, Yiwei Li, Tuo Zhang, Tianming Liu, Tao Liu, Xiao Li

“…Utilizing advanced machine learning algorithm and large language model (LLM), we identified genes with significant transcriptomic differences between concave (sulci) and convex (gyri) cortical patterns. …”
Get full text

Multi-Objective Operation Optimization of Park Microgrid Based on Green Power Trading Price Prediction in China by Xiqin Li, Zhiyuan Zhang, Yang Jiang, Xinyu Yang, Yuyuan Zhang, Wei Li, Baosong Wang

“…The Levy-based improved bird-flocking algorithm was utilized to address the multi-faceted problem. …”
Get full text

Measuring Transducer for Air Gap Capacitive Sensor in Hydrogenerator by A. S. Levytskyi, I. O. Zaitsev, V. O. Bereznychenko, O. E. Sukhorukova

“…The control action in the device is formed by the phase of the unbalancing signal.The structural diagram of the converter is presented and the algorithm of its operation is described. The process of forming a measuring output signal proportional to the sensor working capacitance in the circuit is considered.The use of a capacitive sensor with coplanar parallel electrodes and the proposed secondary measuring transducer will ensure high accuracy and resolution when measuring the air gap.…”
Get full text

Comparison of different feedback controllers on an airfoil benchmark by L. Michel, C. Braud, J.-P. Barbot, J.-P. Barbot, F. Plestan, D. Peaucelle, X. Boucher

“…<p>The present paper proposes a comparison of three well-established controllers: a robust proportional–integral–derivative (PID) controller (<span class="cit" id="xref_altparen.1"><a href="#bib1.bibx13">Conord and Peaucelle</a>, <a href="#bib1.bibx13">2021</a></span>), a model-free control (<span class="cit" id="xref_altparen.2"><a href="#bib1.bibx14">Fliess and Join</a>, <a href="#bib1.bibx14">2013</a>, <a href="#bib1.bibx15">2022</a></span>) and an adaptive sliding-mode control based on the super-twisting algorithm (<span class="cit" id="xref_altparen.3"><a href="#bib1.bibx37">Shtessel et al.…”
Get full text

Use of stepwise m5 model tree to forecast the P24max based on teleconnection indices by Golnar Ghanbarzadeh, Khalil Ghorbani, Meysam Salarijazi, Chooghi Bairam Komaki, Laleh Rezaei Ghaleh

“…The stepwise execution of the M5 model tree showed that the algorithm follows a greedy approach, and it is not necessary to use all variables to predict P24max. …”
Get full text

Analysis of acoustic field characteristics of mesoscale eddies throughout their complete life cycle by Xiaodong Ma, Lei Zhang, Weishuai Xu, Maolin Li

“…Through the amalgamation of multi-source data, this research introduces an innovative mesoscale eddy tracking algorithm and an enhanced Gaussian eddy model. Utilizing the BELLHOP ray theory model, this investigation scrutinizes the acoustic field characteristics of a cyclonic eddy and a typical anticyclonic eddy (CE-AE) pair exhibiting complete life cycles in the Northwest Pacific. …”
Get full text

A projection-based approach to extend digital volume correlation for 4D spacetime measurements by Kosin, Viktor, Fau, Amélie, Jailin, Clément, Smaniotto, Benjamin, Wick, Thomas, Hild, François

“…With the proposed method, the temporal amplitude in the real test was measured for each projection leading to a temporal resolution of one tenth of a second and the analysis of 16,400 time steps. For the proposed algorithm, the sensitivity to the acquisition angle of the sample was investigated and measurement uncertainties were assessed.…”
Get full text

Optimization of Regenerative Braking Control Strategy in Single-Pedal Mode Based on Electro-Mechanical Braking by Xiaobin Ning, Zhenghao Wang, Yong Lin, Yuming Yin, Jiazheng Wang, Yihao Hong

“…The controller is optimized using the Sparrow Search Algorithm (SSA), further enhancing braking energy recovery efficiency. …”
Get full text