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MHRA-MS-3D-ResNet-BiLSTM: A Multi-Head-Residual Attention-Based Multi-Stream Deep Learning Model for Soybean Yield Prediction in the U.S. Using Multi-Source Remote Sensing Data
Published 2024-12-01“…Our model employs a multi-stream architecture to process diverse data types concurrently, capturing complex spatio-temporal features effectively. The 3D-ResNet component utilizes 3D convolutions and residual connections for pattern recognition, complemented by Bidirectional Long Short-Term Memory (BiLSTM) for enhanced long-term dependency learning by processing data arrangements in forward and backward directions. …”
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342
Research Progress on Information Model of Urban Green Space
Published 2025-05-01“…Algorithms for constructing three-dimensional plant models include L-system algorithms and various neural networks, which can assist in generating 3D models. …”
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343
Leveraging real-time data analysis and multiple kernel learning for manufacturing of innovative steels
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344
Development and testing of platform-based aviation gravity instrument
Published 2024-11-01“…A rotation combination calibration method under inertial stabilization conditions combined with Kalman filter error estimation is established to improve the efficiency of field implementation while maintaining the calibration accuracy of inertial components. …”
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345
Development of tax control in the context of digitalization of the economy
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346
A new stochastic multi-objective model for the optimal management of a PV/wind integrated energy system with demand response, P2G, and energy storage devices
Published 2025-07-01“…The optimal management scheme is designed based on the optimized objective functions and implemented through steady-state energy analysis. Non-dominated sorting genetic algorithm III (NSGA-III) is employed to efficiently search for the optimal solutions. …”
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347
Energy-and-Technology Installation Based on a Rolling Mill Heating Furnace with the Option of Hydrogen Production
Published 2022-04-01“…The application of the evolutionary method made it possible, on the basis of the technological scheme (which had been previously developed and investigated, and consisted of an energy-and-technological installation as a part of a rolling mill of a heating furnace and a utilization gas turbine with external heat supply that maintains the regenerative component of heating the air oxidizer), to synthesize a scheme of an energy-and-technological installation with the inclusion of a technological unit implementing a hybrid thermochemical copper-chlorine Cu–Cl cycle for separating water into hydrogen and oxygen using thermal secondary energy resources and electricity generated by a utilization gas turbine installation. …”
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348
Assessing the effects of therapeutic combinations on SARS-CoV-2 infected patient outcomes: A big data approach.
Published 2023-01-01“…<h4>Methods</h4>Gradient Boosted Decision Tree, Deep and Convolutional Neural Network classifiers were implemented and trained on the National COVID Cohort Collaborative (N3C) data repository to predict the patients' outcome of death or discharge. …”
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Design of 0.8–2.7 GHz High Power Class-F Harmonic-Tuned Power Amplifier with Parasitic Compensation Circuit
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352
Apodization Optimization of FBG Strain Sensor for Quasi-Distributed Sensing Measurement Applications
Published 2016-01-01Get full text
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353
Successive Approximation Register Analog-to-Digital Converter (SAR ADC) for Biomedical Applications
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Development of a method for processing mixed copper ores with the extraction of gold and copper
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356
Design of a controller with an intelligent hybrid structure
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357
Development of a classification scheme for main food processing processes
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358
Preliminary experimental analysis of a CdTe BIPV skylight on a lab-scale test cell
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359
Sequential therapy with rituximab and belimumab in patients with systemic lupus erythematosus
Published 2020-11-01“…At baseline and every three months after RTM administration, the efficiency and tolerability of therapy were evaluated, the concentrations of autoantibodies and complement components was estimated, and the dose of oral glucocorticoids (GCs) was recorded.Results and discussion. …”
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360
Smart-projects of regional development: content, taxonomic identifiers, and project management specifics
Published 2025-06-01Get full text
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