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Models
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This study proposes to test a combination model between CNN network and XGBoost algorithm for weather image classification problem. The proposed model uses deep learning network, namely CNN for feature extraction, then feeds the features into the XGBoost classifier to recognize the images.
6p
vithomson
02-07-2024
0
0
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In this paper, a nonlinear path tracking controller based on a combination of kinematics and torque backstepping methods is applied to a nonholonomic Two-Wheeled Mobile Robot (WMR). The mobile robot is considered in terms of dynamics model in Cartesian coordinates and its parameters are exactly known.
6p
vithomson
02-07-2024
0
0
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In this study, we apply the YOLOv8 architecture, take license plates from multiple viewing angles as input, and propose a deep learning model for accurate license plate recognition in various realworld situations.
10p
vithomson
02-07-2024
0
0
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The process of neural stem cell (NSC) differentiation into neurons is crucial for the development of potential cell-centered treatments for central nervous system disorders. However, predicting, identifying, and anticipating this differentiation is complex. In this study, we propose the implementation of a convolutional neural network model for the predictable recognition of NSC fate, utilizing single-cell brightfield images.
7p
vithomson
02-07-2024
0
0
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The study sheds light on the role of word embeddings in constructing robust spam detection models, offering valuable guidance for model selection. The methodology, comparative analysis, and future directions are also presented in the paper.
5p
vithomson
02-07-2024
0
0
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This paper evaluates an energy harvesting strategy for UAVs from sunlight and laser beams on cloudy days with a low-level cloud layer. The channel models and harvested powers for both cases are considered and analyzed using mathematical equations and simulation results.
7p
vithomson
02-07-2024
1
0
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This research focuses on developing a method to optimize the DCNN (Deep Convolutional Neural Network) classification model for plant diseases. We enriched the data by incorporating data from two public datasets, PlantVillage Dataset (PVD) and CroppedPlant Dataset (CPD), and we trained the model using two-step transfer learning.
6p
vithomson
02-07-2024
0
0
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This study seeks to introduce a more comprehensive assessment method than previous endeavors, particularly concerning the bond strength of FRP bars with various surface types within concrete, spanning normal, high-strength, and ultra-high-strength concrete.
16p
vithomson
02-07-2024
0
0
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This study proposes a constitutive mechanical law to model the behavior of the interface between a microcracked viscoelastic medium and an undamaged elastic body based on the homogenization method. The interface is modeled by a layer of zero thickness. The coupling between the homogenization technique and the Griffith’s theory is used to provide the effective behavior of the micro-cracked medium.
15p
vithomson
02-07-2024
2
0
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This article introduces a KBF designed for a simplified spatial vehicle model that uses only the vertical, roll, and pitch velocity of the sprung mass as measured outputs to estimate the sprung mass and roll and pitch moment of inertia of a two-axle truck.
11p
vithomson
02-07-2024
0
0
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This study focuses on developing the predicted models of materials removal rate and tool wear rate by utilizing the response surface method (RSM) for the machining of SKD61 steel by EDM process with adding tungsten compound powder.
14p
vithomson
02-07-2024
0
0
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This study expands upon an existing one-dimensional model to develop an innovative two-dimensional numerical framework for simulating moisture propagation within wood. Utilizing the finite difference method, this approach offers a more detailed analysis of moisture behavior in wood structures.
15p
vithomson
02-07-2024
0
0
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Part 1 book "Hybrid electric power train engineering and technology - Modeling, control, and simulation" included contents: Introduction to the hybrid power train architecture evolution, the energy–power requirements for hev power train modeling and control, electric machines in hybrid power train employed dynamic modeling backgrounds, generic models of electric machine applications in hybrid electric vehicles power train simulations;.... and other contents
218p
dianmotminh04
12-07-2024
0
0
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Part 2 book "Hybrid electric power train engineering and technology - Modeling, control, and simulation" included contents: Basic design requirements of an energy storage unit equipped with battery, basic hybrid power trains modeling and simulation, fundamentals of hybrid power trains equipped with planetary transmission, basic simulation study during the process of designing the hybrid power train equipped with planetary transmission,... and other contents.
229p
dianmotminh04
12-07-2024
1
0
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Part 1 book "Infrared heating for food and agricultural processing" included contents: Fundamentals and theory of infrared radiation; infrared radiative properties of food materials; heat and mass transfer modeling of infrared radiation for heating; emitters and infrared heating system design; infrared drying; combined infrared and hot air drying.
133p
dianmotminh04
12-07-2024
1
0
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Part 2 book "Nitrogen fixation - Methods and protocols" includes content: X-Ray crystallography; X-ray absorption spectroscopy, small angle X-ray scattering spectroscopy; electron paramagnetic resonance spectroscopy; magnetic circular dichroism spectroscopy; mössbauer spectroscopy; nitrogenase structure and function relationships by density functional theory; modeling the mofe nitrogenase system with broken symmetry density functional theory.
182p
dianmotminh04
12-07-2024
0
0
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Part 2 book "Matrix algebra - Theory, computations and applications in statistics" included contents: Special matrices and operations useful in modeling and data analysis; selected applications in statistics; numerical methods; numerical linear algebra; software for numerical linear algebra.
316p
dianmotminh04
12-07-2024
2
0
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Part 1 book "Modern biotechnology - Connecting innovations in microbiology and biochemistry to engineering fundamentals" includes content: Biotechnology, new biotechnology, bioproducts and biofuels, microbial fermentations, modeling and simulation, aerobic bioreactors.
193p
dianmotminh04
12-07-2024
1
0
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Part 1 book "Optimal economic operation of electric power systems" includes content: Introduction; modeling for optimal operation; mathematical optimization techniques; all thermal power systems.
164p
dianmotminh04
12-07-2024
0
0
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Part 2 book "Optimal economic operation of electric power systems" includes content: Power systems with hydro plants not on the same stream; power systems with coupled hydro plants; optimal hydro–thermal load flow and realistic models; conclusions.
133p
dianmotminh04
12-07-2024
0
0
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