Výsledky vyhledávání - "Bayesian regularization backpropagation algorithm"

Prediction of GPS-TEC on Mw>5 Earthquake Days Using Bayesian Regularization Backpropagation Algorithm Autor Karatay, Secil, Gul, Saide Eda

“…Detection of earthquake precursor signals a few days before the earthquake day is one of the most studied subjects today. In recent years, a strong correlation…”
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5 Earthquake Days Using Bayesian Regularization Backpropagation Algorithm Autor Karatay, Secil, Saide Eda Gul

“…The detection of earthquake precursor signals a few days before the earthquake day is one of the most studied subjects today. In recent years, a strong…”
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Comparative Study of Advance Smart Strain Approximation Method Using Levenberg-Marquardt and Bayesian Regularization Backpropagation Algorithm Autor Wali, Ashwarya Sheel, Tyagi, Amit

“…This study aimed to develop a smart model prediction of strain calculation using fiber optic sensors and neural network. Optical parameters are obtained…”
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Bayesian regularization networks for micropolar ternary hybrid nanofluid flow of blood with homogeneous and heterogeneous reactions: Entropy generation optimization Autor Sharma, Bhupendra K., Sharma, Parikshit, Mishra, Nidhish K., Noeiaghdam, Samad, Fernandez-Gamiz, Unai

“…This study aims to analyze a Bayesian regularization backpropagation algorithm for micropolar ternary hybrid nanofluid flow over curved surfaces with homogeneous and heterogeneous reactions, Joule…”
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Effects of Hall Current and Thermal Radiation on the Time-Dependent Swirling Flow of Hybrid Nanofluids over a Disk Surface: A Bayesian Regularization Artificial Neural Network Approach Autor Nazir, Faisal, Bhowmike, Nirman, Zahid, Muhammad, Shoaib, Sultan, Amin, Yasar, Shahid, Saleem

“…For automobile and aerospace engineers, implementing Hall currents and thermal radiation in cooling systems helps increase the performance and durability of an…”
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Forecasting the multicomponent adsorption of nimesulide and paracetamol through artificial neural network Autor Pauletto, P.S., Lütke, S.F., Dotto, G.L., Salau, N.P.G.

“…•The optimal adsorption capacity was established at 150 μm, 0.5 g L−1 and 300 min.•Optimal ANN trained by the Bayesian regularization backpropagation algorithm…”
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Analytical and ANN-based approaches for free vibration and nonlinear transient analysis of FG-GOEAM toroidal shell segments Autor Hoang, Vu Ngoc Viet, Thanh, Pham Trung

“… An Artificial Neural Network (ANN), trained with Bayesian regularization backpropagation algorithm, is developed to predict natural frequencies, using comprehensive training data validated…”
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Rapidly and precisely fabricating solid microneedle by integrating vat photopolimerization and machine-learning (VP-ML) Autor Lestari, Dwi M., Chen, Pin-Chuan, Li, Jr-Shin, Shen, Wan-Yun

“…Microneedles (μNs) have emerged as a transformative alternative to conventional hypodermic needles, offering notable benefits such as reduced hazardous waste,…”
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Dynamic modeling and motion analysis for a dual-buoyancy-driven full ocean depth glider Autor Wang, Shuxin, Li, Haozhang, Wang, Yanhui, Liu, Yuhong, Zhang, Hongwei, Yang, Shaoqiong

“…This paper presents a dual-buoyancy-driven mechanism for Petrel-X, a full ocean depth glider, to adjust its buoyancy and pitch angle simultaneously. The…”
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Real time estimation of impaired aircraft flight envelope using feedforward neural networks Autor Norouzi, Ramin, Kosari, Amirreza, Sabour, Mohammad Hossein

“…Extensive research in recent years has focused on developing flight envelope estimation methods to improve current loss of control prevention and recovery…”
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Artificial intelligence and response surface methodology to predict CO2 capture using piperazine‐modified activated alumina Autor Noroozian, Mohadeseh, Shahhosseini, Shahrokh, Ghaemi, Ahad

“… Among 243 different structures, the multilayer perceptron (MLP) model was optimized with Bayesian regularization backpropagation algorithm and two hidden layers with 17 and 16 neurons…”
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Backpropagation Neural Network-Based Machine Learning Model for Prediction of Soil Friction Angle Autor Nguyen, Thuy-Anh, Pham, Binh Thai, Ly, Hai-Bang

“… In this study, the Bayesian regularization backpropagation algorithm is built to predict the internal friction angle of the soil based on 145 data collected from experiments…”
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Hybrid Feature Reduction Using PCC-Stacked Autoencoders for Gold/Oil Prices Forecasting under COVID-19 Pandemic Autor Samee, Nagwan Abdel, Atteia, Ghada, Alkanhel, Reem, Alhussan, Amel Ali, AlEisa, Hussah Nasser

“…The financial markets have been influenced by the emerging spread of Coronavirus disease, COVID-19. The oil, and gold as well have experienced a downward trend…”
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Exploring the optimal design space of transparent perovskite solar cells for four-terminal tandem applications through Pareto front optimization Autor Tan, Hu Quee, Zhao, Xinhai, Ambardekar, Akhil, Birgersson, Erik, Xue, Hansong

“…) perovskite-copper indium selenide (CIS) tandem solar cells (TSCs). By training a neural network using the Bayesian regularization-backpropagation algorithm via Hammersley…”
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Artificial intelligence and response surface methodology to predict CO 2 capture using piperazine‐modified activated alumina Autor Noroozian, Mohadeseh, Shahhosseini, Shahrokh, Ghaemi, Ahad

“… Among 243 different structures, the multilayer perceptron (MLP) model was optimized with Bayesian regularization backpropagation algorithm and two hidden layers with 17 and 16 neurons…”
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Developing an artificial neural network model for predicting the growth of Chlorella sorokiniana in a photobioreactor Autor Magdaong, J B, Culaba, A B, Ubando, A T, Chang, J S, Chen, W H

“…Microalgae have been long considered as a potential source of biofuel. Species such as Chlorella sorokiniana can store large amounts of carbohydrates and…”
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Drone Trajectory Segmentation for Real-Time and Adaptive Time-Of-Flight Prediction Autor Conte, Claudia, de Alteriis, Giorgio, Schiano Lo Moriello, Rosario, Accardo, Domenico, Rufino, Giancarlo

“… Real drone flight-tests were performed in order to realize an adequate database needed to train the adopted neural network as a classifier, employing the Bayesian regularization backpropagation…”
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ANN-Based Space Vector PWM Modulation for Permanent-Magnet Synchronous Motors Autor Huang, Zhen, Gong, Jiawei, Wang, Chao, Wang, Weiping, Jia, Shaofeng, Huang, Kunjie, Xia, Yonghong

“… This study employs an ANN trained using the Bayesian regularization backpropagation algorithm and introduces a modular, low-complexity ANN-based SVPWM implementation scheme…”
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Trajectory Flight-Time Prediction based on Machine Learning for Unmanned Traffic Management Autor Conte, Claudia, Accardo, Domenico, Rufino, Giancarlo

“…This paper describes the study conducted to predict the trajectory flight-time of a drone adopting a machine learning approach. The proposed method has been…”
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Development of Computational Intelligence-based Control System using Backpropagation Neural Network for Wheeled Robot Autor Priandana, Karlisa, Abiyoga, Iqbal, Wulandari, Wahjuni, Sri, Hardhienata, Medria, Buono, Agus

“… network configurations, i.e., 13-10-2, 13- 20-2 and 13-26-2. The simulation results revealed that the best control system network architecture is 13-10-2 which was trained using Bayesian Regularization Backpropagation algorithm…”
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