Secondary Frequency Control of Islanded Microgrid Based on Deep Reinforcement Learning by Li WANG, Yuxiang JIANG, Xiangjun ZENG, Bin ZHAO, Junhao LI

“…The reward function balances the goals of frequency recovery and power allocation among distributed energy resources , ensuring consistency in action selection among the intelligent agents. …”
Get full text

Heat treatment control technology of high-strength steel gears based on support vector machine by Yanzhong Wang, Libin Zhang, Yulu Su, Hai Liu, HaiLong Yang, Yanyan Chen

“…At the present stage, the method of multi-parameter multi-level combination test block trial production is often used, but its production cycle is long, and the waste of human and material resources is serious. In this study, with the help of machine learning, a support vector machine prediction model of gear tissue distribution is constructed based on heat treatment parameters, and the radial basis functions kernel function is selected as the kernel function of the support vector machine to improve the accuracy of model prediction by optimizing the kernel parameters. …”
Get full text

Environmental impact technology for life cycle assessment in municipal solid waste management by M.A. Budihardjo, I.B. Priyambada, A. Chegenizadeh, S. Al Qadar, A.S. Puspita

“…Municipal solid waste management has evolved from direct disposal to recycling and resource recovery, driven by sustainability. Life cycle assessment has played a crucial role in analyzing the environmental implications of different waste management strategies and selecting the most ecologically feasible options. …”
Get full text

Heterogeneously integrated light emitting diodes and photodetectors in the metal-insulator-metal waveguide platform by Kwon Kyungmok, Park Junghoon, You Jong-Bum, Yu Kyoungsik

“…We experimentally verify the independent and combined operations of electrically-driven on-chip light sources and photodetectors.…”
Get full text

Diagnostic potential of the B9D2 gene in colorectal cancer based on whole blood gene expression data and machine learning by Zhaorui Wang, Yongcheng Fu, Haozhe Zhang, Na Liu, Ningjing Lei

“…The B9D2 gene, which is essential for ciliary function, has been rarely explored in CRC. This study is the first to investigate the diagnostic potential of B9D2 in CRC, using bioinformatics and machine learning to uncover its novel role in early detection, with implications for clinical translation. …”
Get full text

Biological properties of cord blood hematopoietic stem cells by S. A. Rumiantsev, E. Yu. Osipova, S. E. Ipatov, T. V. Shamanskaya, O. A. Mayorova, A. G. Rumyantsev

“…Phased developments of the technology of stem cells detection and selection, their proliferation, differentiation and function assessment using cultivation in vitro and in vivo in animal model was described. …”
Get full text

Big data in visual field testing for glaucoma by Alex T. Pham, Annabelle A. Pan, Jithin Yohannan

“…In this study, we review the use of big data for evaluating the reliability of VF tests, gaining insights into real-world clinical practices and outcomes, understanding new disease associations and risk factors, characterizing the patterns of VF loss, defining the structure–function relationship of glaucoma, enhancing early diagnosis or earlier detection of progression, informing clinical decisions, and improving clinical trials. …”
Get full text

Multi-objective optimization of urban logistics land: a gradient-based method approach with Wuhan city as an example by Hongzan Jiao, Shuaikang Zhang

“…However, the dual challenge of mismatched logistics supply and demand, along with conflicts in land use functions, can lead to inefficiencies in resource allocation and urban freight system performance. …”
Get full text

Prediction for Various Drought Classes Using Spatiotemporal Categorical Sequences by Rizwan Niaz, Mohammed M. A. Almazah, Xiang Zhang, Ijaz Hussain, Muhammad Faisal

“…The MBCSTCS uses the functional structure of first-order Markov model components for modeling each data group. …”
Get full text

Transcriptome sequencing and annotation for the Jamaican fruit bat (Artibeus jamaicensis). by Timothy I Shaw, Anuj Srivastava, Wen-Chi Chou, Liang Liu, Ann Hawkinson, Travis C Glenn, Rick Adams, Tony Schountz

“…More than 100,000 contigs were assembled, with 25,000 genes that were functionally annotated. Of the remaining unannotated contigs, 80% were found within bat genomes or transcriptomes. …”
Get full text

Optimization of Cross-Border e-Commerce Logistics Supervision System Based on Internet of Things Technology by Pingping Sun, Lingang Gu

“…First of all, the framework adopts the national certification center to supervise the logistics service platform and logistics service platform to supervise the logistics participants of the secondary supervision system. Then, functions such as swarm intelligence contract, legal anonymous identity authentication, intelligent transaction matching, abnormal data analysis and detection, privacy protection, and traceability are realized under the framework of the supervision system. …”
Get full text

Evaluation of the Tree Composition Suitability in Srengseng Urban Forest DKI Jakarta Province by Anggi Aprigianti, Denni Susanto, Mukhlison

Get full text

Urinary Exosomes by Irena Dimov, Ljubinka Jankovic Velickovic, Vladisav Stefanovic

“…Thus, UE have valuable potential as a source of biomarkers for early detection of various types of diseases, monitoring the disease evolution and/or response to therapy. …”
Get full text

Disclosing the benefits of multi-strain compounds and their health impact mechanisms utilizing intestinal biomimetic technology by Jiahao Liao, Jiahao Liao, Jianyu Huang, Xiaoqiong Li, Jian Kuang, Jianqiang Li, Weiwei Wang, Weiwei Wang, Jinjun Li

Get full text

Adaptation of the modular number system in threshold secret sharing schemes by A. F. Chernyavskiy, A. I. Kazlova, V. S. Sadov, A. A. Kolyada

“…The results of the presented work allow to conclude for modular threshold cryptosystems of secret sharing in distributed data processing systems that the use of a linear masking function and narrowing the range of changes in the masking analogue S̃ of the original secret S, allowing for minimally redundant coding for the selected p1, p2, …, pn, causes a significant reduction in the computational complexity of the calculated minimal-redundant modular arithmetic relations of integral characteristics within the framework of the model under study. …”
Get full text

Contrasting responses of soil bacterial and fungal networks to photovoltaic power station by Teng Li, Leilei Lu, Ziqing Kang, Huijun Li, Jihua Wu, Weiguo Du

Get full text

In Situ Analysis of Jupiter's Broadband Kilometric Auroral Radio Emissions With Juno by B. Collet, L. Lamy, C. K. Louis, V. Hue, T. K. Kim

“…Taking advantage of Juno in situ measurements within the auroral regions, we surveyed the Juno/Waves radio observations over the 60 first orbits to identify 7 bKOM source candidates. These were mostly detected during dawn storm auroral episodes (4/7) and three were found to be colocated with auroral cavities. …”
Get full text

A novel approach to field data augmentation with remote sensing and machine learning in rangelands by Hailey E. Schmidt, Javier Osorio Leyton, Efrain Noa Yarasca, Sorin C. Popescu, Justinn J. Jones, Justin P. Wied, Xinyuan Wu

“…However, these ecosystems are increasingly threatened by woody plant encroachment (WPE), which impacts forage availability, habitat quality, and other ecosystem functions. Despite advances in remote sensing and machine learning (ML) for monitoring and managing WPE, a significant gap persists in providing effective, scalable, and high-quality training data to support early detection efforts. …”
Get full text

Identification and Interpretation of Cultural Landscape Field from the Integral Conservation Perspective by Zhitong LIANG, Yan DU, Haiyan XIA

“…While cultural landscape approaches have gained international traction, their application predominantly focuses on protected areas, rarely addressing critical aspects of integrity assessment, resource selection, or boundary delineation, for which a relational network has yet to be established in the sense of a system. …”
Get full text

Study protocol for an observational research study with an embedded N-of-1 design: Increasing the availability of goal-oriented cognitive rehabilitation for people living with deme... by Caoimhe Hannigan, Antoine Lemercier, Garret McDermott, Helena Lydon, Sean P Kennelly, Michelle Kelly

“…<h4>Background</h4>Goal-Oriented Cognitive Rehabilitation (GREAT-CR) is an evidence-based early intervention for people with mild-moderate dementia that improves goal attainment and functional outcomes. In Ireland, this intervention is not widely available, likely due to resource shortages within memory services. …”
Get full text