Adaptive Fixed-Time NN-Based Tracking Control for a Type of Stochastic Nonlinear Systems Subject to Input Saturation by Daohong Zhu, Zhenzhen Long, Liandi Fang

“…Firstly, a smooth function approximation method is utilized to eliminate the effect of input saturation. …”
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“Locality – Adaptation” Research of Hydropower Resettlement Communities in the Jinsha River Basin: A Case Study of Ludila Hydropower Station by Fang WANG, Zhuoqi LI, Haoyi XU, Jiaqi YAN

“…The local maintenance of cultural space essentially depends on the dual continuation of the functional bearing and symbolic meaning of the relationship between human and water.ConclusionThe hydropower settlement forms a systematic response mechanism in the “production – living – culture” dimensions through the adaptive reconstruction of local elements. …”
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The Role of Skin Substitutes in the Therapeutical Management of Burns Affecting Functional Areas by Matei Iordache, Luca Avram, Ioan Lascar, Adrian Frunza

“…Of particular interest are injuries that affect the functional areas: face, neck, hand and fingers, joints, feet and soles and perineum. …”
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A Modified Multiobjective Self-Adaptive Differential Evolution Algorithm and Its Application on Optimization Design of the Nuclear Power System by Yunjia Yang, Shinian Peng, Li Zhu, Dan Zhang, Zhifang Qiu, Hongsheng Yuan, Lin Xian

“…The performance of the MMOSADE is tested by the ZDT test function set and compared with classical evolutionary algorithms. …”
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Research Progress and Prospect of Green Infrastructure with Public Health Promotion Function by Tongyu LI, Junyi LIXU, Binxia XUE, Yan (USA) SONG

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FldtMatch: Improving Unbalanced Data Classification via Deep Semi-Supervised Learning with Self-Adaptive Dynamic Threshold by Xin Wu, Jingjing Xu, Kuan Li, Jianping Yin, Jian Xiong

“…SDT utilizes a clever mapping function that can solve the problem of differential learning difficulty of various categories in an unbalanced image dataset that adversely affects dynamic thresholding. …”
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Adaptive Dual Droop Control Strategy of VSC-HVDC for Supporting Frequency Stability of Sending-End System with Renewable Energy by ZHANG Zhaoyang, GAO Bingtuan, SUO Zhiwen, JIANG Weiyong, TENG Sudan, ZHANG Pu

“…For frequency droop control， a frequency-adaptive coefficient was designed based on the logistic function of frequency deviation to enable the system to dynamically adjust the droop coefficient and respond flexibly to frequency changes. …”
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Transcriptome and Metabolome Analyses Reveal High-Altitude Adaptation in the Qinghai Toad-Headed Lizard <i>Phrynocephalus vlangalii</i> by Jun Zhong, Jian Chen, Yu-Hong Lu, Yu-Fei Huang, Ming-Sheng Hong, Xiang Ji

“…The Qinghai toad-headed lizard <i>Phrynocephalus vlangalii</i> has a wide range of altitude adaptation from 2000 to 4600 m. But it is still unclear how organisms maintain tissue function by balancing energy supply and demand changes in high-altitude environments of <i>P. vlangalii</i>. …”
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Multi-omics analysis reveals Lactobacillus and Indolelactic acid involved in small intestinal adaptation of piglet with short bowel syndrome by Weipeng Wang, Ying Lu, Bo Wu, Shicheng Peng, Wei Cai, Yongtao Xiao

“…This study utilized multi-omics analysis to investigate alterations in gut microbiota, metabolism, and transcriptome during the progression of intestinal adaptation in SBS using a piglet model. …”
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Designing a new tomato leaf disease classification framework using ran-based adaptive fuzzy c-means with heuristic algorithm model by Kanti Rongali Divya, Rao Gottapu Sasibhushana, Aruna Singam

“…Further, the pre-processed image is given to the segmentation process, where the Adaptive Fuzzy C-Means (AFCM) technique is utilized. …”
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PKA plays a conserved role in regulating gene expression and metabolic adaptation by phosphorylating Rpd3/HDAC1 by Wenjing Dai, Qi Yu, Rui Ma, Zhu Zheng, Lingling Hong, Yuqing Qi, Fei He, Min Wang, Feng Ge, Xilan Yu, Shanshan Li

“…Our work hence reveals a conserved role of PKA in regulating Rpd3/HDAC1 and metabolic adaptation.…”
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A fluorescence probe for monitoring toxic hypochlorous acid in biosystems and environmental waters with a broad pH adaptation by Junyan Ma, Zilin Jiao, Mingtao Zhao, Xiangtao Kong, Hua Xie, Zhenxing Zhang

“…More importantly, the probe is capable of functioning under highly acidic or basic conditions, exhibiting a wide pH range adaptability from pH 2–11. …”
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Evolution of cetacean-specific conserved non-coding elements suggests their role in the limb changes during secondary aquatic adaptation by Zhenhua Zhang, Zhenpeng Yu, Yujie Chong, Yao Liu, Jia Liu, Wenhua Ren, Shixia Xu, Guang Yang

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Partial-State-Constrained Adaptive Intelligent Tracking Control of Nonlinear Nonstrict-Feedback Systems with Unmodeled Dynamics and Its Application by Yuzhuo Zhao, Ben Niu, Xiaoli Jiang, Ping Zhao, Huanqing Wang, Dong Yang

“…By approximating the unknown nonlinear uncertainties, utilizing Barrier Lyapunov functions (BLFs), and designing a dynamic signal to deal with the constrained states and the unmodeled dynamics, respectively, an adaptive neural network (NN) controller is developed in the frame of the backstepping design. …”
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Generalized robust regression techniques and adaptive cluster sampling for efficient estimation of population mean in case of rare and clustered populations by Mir Subzar, Taghreed Alqurashi, Deeksha Chandawat, Shahid Tamboli, T. A. Raja, Amit Kumar Attri, Shahid Ahmad Wani

“…Subsequently, we propose regression type estimators utilizing these functions within ACS framework. In this study, we have also derived mean square error properties of both adapted and proposed estimators in order to evaluate performance of these estimators, by using both real-life data and simulated data sets generated from a Poisson clustered process.…”
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A finite-time fuzzy adaptive output-feedback fault-tolerant control for underactuated wheeled mobile robots systems by Pingfan Liu, Shaocheng Tong

“…Fuzzy logic systems (FLSs) are utilized to work out immeasurable functions. Furthermore, with the support of the backstepping control technique and adaptive fuzzy state observer, a fuzzy adaptive finite-time output-feedback FTC scheme is developed under the intermittent actuator faults. …”
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Uncovering cooling center usage as an adaptation strategy for hurricane-blackout-heat compound hazards during Hurricane Beryl (2024) by Tianle Duan, Fengxiu Zhang, Qingchun Li

“…These findings highlight the importance of equitable access to cooling centers and the need for targeted outreach and support to ensure that populations with access and functional needs can effectively utilize these critical adaptation resources.…”
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Adaptive Robust Dynamic Surface Integral Sliding Mode Control for Quadrotor UAVs under Parametric Uncertainties and External Disturbances by Ye Zhang, Ning Xu, Guoqiang Zhu, Lingfang Sun, Shengxian Cao, Xiuyu Zhang

“…The main contributions of the proposed ADSISMC strategy are as follows: (1) The combination of dynamic surface and integral sliding mode makes the system always in sliding stage by finding the appropriate initial position compared with the common sliding mode, and the complexity of explosion in backstepping method is eliminated. (2) By introducing the fuzzy system, the unknown functions and uncertainties can be approximated which significantly improves the robustness and the tracking performance. (3) The switching control strategy is utilized to compensate for the errors between estimated and ideal inputs; the tracking performance of the whole system has been significantly improved. …”
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FSDN-DETR: Enhancing Fuzzy Systems Adapter with DeNoising Anchor Boxes for Transfer Learning in Small Object Detection by Zhijie Li, Jiahui Zhang, Yingjie Zhang, Dawei Yan, Xing Zhang, Marcin Woźniak, Wei Dong

“…The fuzzy Adapter Transformer Encoder utilizes adaptive fuzzy membership functions and rule-based smoothing to preserve critical details, such as edges and textures, while mitigating the loss of fine details in global feature processing. …”
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Dual-tree wavelet transform based advanced adaptive control for seamless transition in PV-battery hybrid microgrid system by Buddhadeva Sahoo, Mohammed M. Alhaider

“…In grid-forming mode, the synchronizing controller enables a smooth transition from current control to voltage control, thereby ensuring stable and coordinated inverter functionality. To address power shortages and fluctuations in photovoltaic (PV) generation, an innovative battery control strategy is employed, utilizing the PV maximum power point tracking (MPPT) voltage output, and governed by the proposed AAC scheme. …”
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