Soybean Yield Estimation Using Improved Deep Learning Models With Integrated Multisource and Multitemporal Remote Sensing Data by Jian Li, Junrui Kang, Ji Qi, Jian Lu, Hongkun Fu, Baoqi Liu, Xinglei Lin, Jiawei Zhao, Hengxu Guan, Jing Chang, Zhihan Liu

“…This framework synergistically integrates an optimized bidirectional hierarchical gated recurrent unit (BiHGRU), a Transformer encoder, and a novel Greenness and Water Content Composite Index, with critical parameters optimized by particle swarm optimization (PSO). …”
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CIR-Driven Geomagnetic Storm and High-Intensity Long-Duration Continuous AE Activity (HILDCAA) Event: Effects on Brazilian Equatorial and Low-Latitude Ionosphere—Observations and M... by Samuel Abaidoo, Virginia Klausner, Claudia Maria Nicoli Candido, Valdir Gil Pillat, Stella Pires de Moraes Santos Ribeiro Godoy, Fabio Becker-Guedes, Josiely Aparecida do Espírito Santo Toledo, Laura Luiz Trigo

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A Collaborative Multi-Agent Reinforcement Learning Approach for Non-Stationary Environments with Unknown Change Points by Suyu Wang, Quan Yue, Zhenlei Xu, Peihong Qiao, Zhentao Lyu, Feng Gao

“…We propose a novel cooperative Multi-Agent Reinforcement Learning (MARL) algorithm based on MADDPG, termed MACPH, which innovatively incorporates three mechanisms: a Composite Experience Replay Buffer (CERB) mechanism that balances recent and important historical experiences through a dual-buffer structure and mixed sampling; an Adaptive Parameter Space Noise (APSN) mechanism that perturbs actor network parameters and dynamically adjusts the perturbation intensity to achieve coherent and state-dependent exploration; and a Huber loss function mechanism to mitigate the impact of outliers in Temporal Difference errors and enhance training stability. …”
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Bio-coolants for sustainable friction drilling process: A machine learning approach to temperature reduction by R. Sankaranarayanan, Rajesh Jesudoss Hynes Navasingh, Angela Jennifa Sujana J․, Robert Čep

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Construction process optimisation of graphene-basalt fibre asphalt mixtures by Huzhu Zhang, Wenjia Yang, Huimin Li, Chunyu Zheng, Lijuan Sun

“…Graphene-basalt fibre asphalt mixture (GBFAM) is a novel composite-modified material. However, there is currently a lack of an effective basis for selecting appropriate construction processes and parameters in practical engineering applications. …”
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An EBSD study on microstructure and texture development in graphene-reinforced Al–Mg–Si nanocomposites via FSP by Hesam Pouraliakbar, Mohammad Reza Jandaghi, Hamed Jamshidi Aval, Sang Hun Shim, Johan Moverare, Yong-Sang Na, Gholamreza Khalaj, Vahid Fallah

“…As heat input increases, the Zener-Hollomon parameter decreases, causing grain size to grow. Particles, including those of Fe-rich and Mg2Si nature, also coarsen from average sizes of 0.9–1.4 μm, and 0.2–0.5 μm, respectively. …”
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ELECTRONIC ATLAS OF TYPICAL ACOUSTIC IMAGES FOR COMMERCIAL FISH SPECIES IN THE FAR-EASTERN SEAS OF RUSSIA by M. Y. Kuznetsov, I. A. Ubarchuk, V. I. Polyanichko, V. I. Shevtsov, E. V. Syrovatkin

“…The options «Filter», «Echogram parameters», «Trawling parameters», «List of echograms», «Catch», «Size composition», «Maturity», and «Echogram image» are presented on the window of this atlas. …”
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Muffins nutritionally enriched with taioba flour (Xanthosoma sagittifolium) by Hellen Ketryn dos Anjos Furtado, Emily Zanarde Tomaz Gomes, Thales Henrique Barreto Ferreira, Angela Kwiatkowski, Rita de Cássia Avellaneda Guimarães, Claudia Leite Munhoz

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Ni-Doped Cu10%/YIG Nanoparticle-Based Metamaterials: Synthesis and Electromagnetic Property Investigation at Terahertz Frequencies by Ali Bahari, Fatemeh Delkhosh, Reza Gholipur

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Power Coordination Strategy for Hybrid Energy Storage in AC/DC Microgrids Based on Virtual Impedance-Fuzzy Algorithm by ZHAO Yongxi, GAO Pengchao, FAN Hong

“…First, the initial power allocation for hybrid energy storage is autonomously determined using composite virtual impedance. Then, a comprehensive analysis is conducted to assess the influence of composite virtual impedance parameters and filtering time constant on power distribution. …”
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In Vitro Characterization of 3D-Printed PLA/CPO Oxygen Releasing Scaffolds: Mechanical and Biological Properties for Bone Tissue Engineering by Abdullah Mohammed, Alice Tirnoveanu, William Richard Webb, Ammar A. Melaibari, Adnan Memić, Mohammad Aslam, Amr Elshaer, Hany Hassanin, Khamis Essa

“…The PLA/CPO composite filament was fabricated via wet-mixing, solvent evaporation, and hot-melt extrusion, followed by fused deposition modeling (FDM) with optimized parameters to achieve high structural fidelity (25% porosity, 0.60mm pore size). …”
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Development of high-performance and cost-effective electrode assembly for redox flow batteries by Přemysl Richtr, Tobias Gerber, Peter Fischer, Jiří Charvát, Christian Ress, Jens Noack, Björn Hage, Miloš Svoboda, David Gráf, Jan Beneš, Petr Mazúr

“…We developed a method for low-contact resistance welding of carbon-polymer composite plates to graphite felt electrodes and copper current collectors. …”
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Research on development law of repeated mining overburden fractures in close inclined multiple coal seams by Xufeng DONG, Weifu GAO, Haifeng ZHU, Wenbin SUN, Yining CAO, Houcheng CHEN

“…In the field of roof water hazard prevention and control, the evolution height of water conducting fissure zone is one of the important parameters of water hazard prevention. In order to study the evolution law of repeated mining induced water fracture zone in close inclined coal seam, the 1505 working face of a mine was taken as the research object by theoretical analysis, numerical simulation and field measurement. …”
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"Preparation and curing kinetics of “bottlebrush-like structure” green bio-based ultra-low-temperature polyfarnesene nanocomposites" by WU Ming-li, LI Yong-xu, CAO Lan?鄢

“…Based on the Sestak-Berggren model of thermal analysis kinetics, the curing kinetic parameters were solved, including the reaction orders, pre-exponential factor and activation energy, and the curing kinetic equation of the composite, dα/dt=3.667×107exp(-7.514×104/RT)α1.211(1－α)1.164, where α was curing degree, t was curing time, R was molar gas constant and T was curing temperature, was established." …”
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Characteristics and Evolution Trends of Extreme Precipitation in Southern Gaoligong Mountain from 1981 to 2020 by CHEN Wen-hua, ZHANG Ning, FENG Chun-hong, ZHAO Wei-hua, YANG Min

“…Innovative trend analysis (ITA) and linear regression (LR) were used to analyze long-term trends, and composite analysis was employed to examine the impact of ENSO events (represented by ONI and DMI) on extreme precipitation. …”
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Assessment of the ecological state of water bodies of the drainless area of the Ob-Irtysh River basin by I. D. Rybkina, L. V. Yanygina, M. S. Gubarev, O. S. Burmistrova, A. V. Kotovshchikov

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Low-Timing Jitter Single-Frequency Pulse Output from a Passively Q-Switched Monolithic Non-Planar Ring Oscillator by Mingwei Gao, Yibo Ding, Qing Wang, Lei Wang, Yuan Gao, Chunqing Gao

“…The pulse trigger was actively provided by a gain switcher utilizing a composite pumping scheme. The dependence of the timing jitter between the output pulse and the trigger signal on the parameters of the composite pumping scheme was investigated both theoretically and experimentally. …”
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Advanced lung cancer inflammation index is associated with mortality in critically ill patients with non-traumatic cerebral hemorrhage by Peng Zhong, Xiuyang Chen, Peng Miao, Yiming Xing, Yongfeng Li

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Hierarchical Glass Fiber Superstructures with Supramolecular Nanofibers for the Nucleation of Isotactic Polypropylene by Dennis Schröder, Jannik Thanner, Klaus Kreger, Hans‐Werner Schmidt

“…Laminating decorated GF nonwovens between two iPP films clearly increases the mechanical properties of the composites in contrast to composites without nucleating agents.…”
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Studies on Physical, Mechanical & Tribological Properties of Al6063 Incorporated with CNT & Nano Clay as Filler Materials by Asifiqbal M. Doddamani, Iresh G.Bhavi, R. Noorahmed, Mohan B. Vanarotti, J. Balaji, Syed Sameer Hussain

“…With an increase in CNT and NC on the Al6063 matrix, mechanical parameters like tensile strength, hardness, flexural strength, and compressive strength rise from 225-245 MPa, 45-74 BHN, 218-298 MPa, and 140-152 MPa. …”
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