Feedback driven autonomous cycles of assembly and disassembly from minimal building blocks by Antara Reja, Sangam Jha, Ashley Sreejan, Sumit Pal, Subhajit Bal, Chetan Gadgil, Dibyendu Das

“…Abstract The construction of complex systems by simple chemicals that can display emergent network dynamics might contribute to our understanding of complex behavior from simple organic reactions. …”
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Unified regularity measures for sample-wise learning and generalization by Chi Zhang, Meng Yuan, Xiaoning Ma, Yu Liu, Haoang Lu, Le Wang, Yuanqi Su, Yuehu Liu

“…., the misclassification of previously learned or generalized samples, are utilized to represent the uncertainty of sample regularity with respect to optimization dynamics. The effectiveness and robustness of the proposed approaches for mini-batch stochastic gradient descent (SGD) optimization are validated through sample-wise analyses. …”
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Plant community and structural pattern analyses of Abraham Sacred Forest in Amhara Regional State, northwest Ethiopia. by Getinet Masresha Kassa, Ayenew Lisanu Teka, Getahun Tassew Melese

“…However, the long-term degradation of resources has resulted in isolated forest patches largely around sacred places. Thus, this work was aimed to evaluate the plant community formation and structural dynamics of the Abraham Sacred Forest patch. …”
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Lipid interactions and gating hysteresis suggest a physiological role for mechanosensitive channel YnaI by Nathan Will, Giorgos Hiotis, Yoshitaka Nakayama, Gabriella Angiulli, Zijing Zhou, Charles D. Cox, Boris Martinac, Thomas Walz

“…Here, we combined cryogenic electron microscopy, molecular dynamics simulations and patch-clamp electrophysiology to advance our understanding of YnaI. …”
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Reawakening of large earthquakes in south central Chile: The 2016 Mw 7.6 Chiloé event by S. Ruiz, M. Moreno, D. Melnick, F. delCampo, P. Poli, J. C. Baez, F. Leyton, R. Madariaga

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Construction and optimization of ecological security patterns in ecologically fragile areas: a case study of Lanzhou City, China by Jianhong Dong, Lina Li, Wenjin Yang, Benteng Liu, Xinhong Zhang

“…Second, we constructed resistance surfaces reflecting the expansion dynamics of ecological and urban sources. Third, the Minimum Cumulative Resistance (MCR) model, GIS Hydrological Analysis module and Spatial Analysis module were used to divide ecological suitability zones, determine ecological corridors, and identify ecological nodes, so as to construct ESPs and propose optimization strategies.ResultsThe results showed as follows: 1 Spatial differentiation of ecological sources (1388.73 km2, 10.61%) predominantly in northwestern and southern regions, contrasting with urban sources (527.66 km2, 4.03%) concentrated along the Yellow River Valley and Qinwangchuan Basin; 2 According to the MCR difference between ecological sources and urban sources, the study area was divided into ecological core zone (ECZ), ecological buffer zone (EBZ), optimized construction zone (OCZ), and suitable construction zone (SCZ), with the proportions of 37.05%, 25.68%, 18.53% and 18.74%, respectively; 3 Based on the theory of “matrix - patch - corridor - node” in landscape ecology, the ESPs of Lanzhou City was constructed with the framework of “One belt, Two rings, Four screens, Six districts and multiple corridors”.DiscussionThe results can provide reference for ecological environment protection and ecosystem restoration in the upper reaches of the Yellow River Basin in China.…”
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Overexpression of the microtubule-binding protein CLIP-170 induces a +TIP network superstructure consistent with a biomolecular condensate. by Yueh-Fu O Wu, Annamarie T Bryant, Nora T Nelson, Alexander G Madey, Gail F Fernandes, Holly V Goodson

“…Proper regulation of microtubule (MT) dynamics is critical for cellular processes including cell division and intracellular transport. …”
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A Hyper-Attentive Multimodal Transformer for Real-Time and Robust Facial Expression Recognition by Zarnigor Tagmatova, Sabina Umirzakova, Alpamis Kutlimuratov, Akmalbek Abdusalomov, Young Im Cho

“…FERONet integrates a triple-attention mechanism (spatial, channel, and cross-patch), a hierarchical transformer with token merging for computational efficiency, and a temporal cross-attention decoder to model emotional dynamics in video sequences. …”
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Urban Landscape Recovery and LULC Analysis: A Deep Learning Approach to Post-Extreme Rainfall Impacts in Dubai by X. Hong

“…It demonstrates the effectiveness of transfer learning in improving LULC classification, particularly for minority classes such as small-patch vegetation. The results provide critical insights into urban flood recovery dynamics and offer valuable information for disaster management, flood resilience planning, and future urban adaptation strategies.…”
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Evaluation of Photoplethysmography-Based Monitoring of Respiration Rate During High-Intensity Interval Training: Implications for Healthcare Monitoring by Marjolein Muller, Kambiz Ebrahimkheil, Tara Vijgeboom, Casper van Eijck, Eelko Ronner

“…Monitoring respiration rate (RR) is crucial in various healthcare settings, particularly during demanding (physical) activities where respiratory dynamics are critical indicators of health status. …”
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Spatiotemporal simulation of sustainable development based on ecosystem services under climate change. by Bao Zhou, Guoping Chen, Junsan Zhao, Ying Yin

“…This study systematically explores for the first time the spatiotemporal dynamics of ESs in the karst region of southeastern Yunnan under different climate scenarios. …”
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Emergent Self‐Adaptation in an Integrated Photonic Neural Network for Backpropagation‐Free Learning by Alessio Lugnan, Samarth Aggarwal, Frank Brückerhoff‐Plückelmann, C. David Wright, Wolfram H. P. Pernice, Harish Bhaskaran, Peter Bienstman

“…The plastic nodes consist of silicon photonics microring resonators covered by a patch of phase‐change material that implements nonvolatile memory. …”
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Multi-objective game for fighting against Distributed Reflection DoS attacks in software-defined network by Vianney Kengne Tchendji, Mthulisi Velempini, Priva Chassem Kamdem

“…It includes a player utility-based algorithm to detect malicious flows (or nodes) and drop them (or patch them). The results of the Matlab simulation show that the proposed model is an effective means of mitigating DrDoS attacks. …”
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Análisis de la Controlabilidad de Estado de Sistemas Irreversibles Mediante Teoría de Conjuntos by L.M. Gómez, H. Botero, H. Alvarez, Fernando di Sciascio

“…Additionally, an algorithm for calculating mentioned sets from the dynamic process knowledge is proposed. The proposal is applied to a batch process benchmark. …”
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A Frequency and Pattern Reconfigurable Antenna Array Based on Liquid Crystal Technology by Yizhe Zhao, Cheng Huang, An-Yong Qing, Xiangang Luo

“…The antenna element is composed of two parts: a microstrip patch array and a phase shifter using the inverted microstrip line (IMSL). …”
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Analysis of phase changes during synthesis of Sr2Fe1.2Mo0.8O6-δ solid solution by the solid-phase reaction method by Nikolay A. Kalanda, Marta V. Yarmolich, Alexander V. Petrov, Andrey G. Yudenkov, Lyubov I. Yuzhik, Sofia S. Starukhina, Tatiana S. Ilina, Alexander S. Bykov, Dmitry A. Kiselev

“…The results of the analysis indicate the difficult nature of the dynamics of solid-phase reactions during the formation of Sr2Fe1.2Mo0.8O6-δ.…”
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Kinetics and equilibrium of lanthanum biosorption by free and immobilized microalgal cells by Fernanda do Nascimento Corrêa, Aderval Severino Luna, Antonio Carlos Augusto da Costa

“…To reach that goal, studies have been conducted in batch and in continuous fixed bed column. Kinetic models of pseudo-first order and -second order and equilibrium isotherms of Langmuir and Freundlich were used to predict the metal accumulation behavior by free and immobilized biomass in a batch system. …”
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Rates and Patterns of Town Expansion in China’s 17 Shrinking Tourism-Type Counties by Shanshan Jia, Peiyao Li, Wenxiao Jia, Xiaorui Chen

“…Based on high-resolution satellite data and statistic data in 1993–2018, this study explored long-term township impervious land expansion dynamics and explored the real-world relationship with their population for the 17 first-batch-of-strong-tourism counties in China. …”
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Spatio-Temporal AI Modeling for Urban Traffic Calibration: A SUMO-Based Approach by Pablo Manglano-Redondo, Alvaro Paricio-Garcia, Miguel A. Lopez-Carmona

“…The GATv2 layers, enhanced with residual connections and batch normalization, extract robust spatial embeddings, while the LSTM aggregates these embeddings over time to capture dynamic patterns and predict future traffic flows in real-time. …”
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Multiscale fusion enhanced spiking neural network for invasive BCI neural signal decoding by Yu Song, Yu Song, Liyuan Han, Tielin Zhang, Bo Xu, Bo Xu

“…Spiking Neural Networks (SNNs), with their neuronal dynamics and spike-based signal processing, are inherently well-suited for this task. …”
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