Results 261 to 270 of about 5,416,756 (285)

Adaptation of Natural Gradient Boosting Model for Production Environment

2022 4th International Conference on Control Systems, Mathematical Modeling, Automation and Energy Efficiency (SUMMA), 2022
Alexey Sergeevich Tyurin, Pavel Viktorovich Saraev   +1 more
openaire   +1 more source

Tunnel Design in Rock Masses Under Uncertainty With Reliability Constraints and Natural Gradient Boosting‐Based Surrogates

International Journal for Numerical and Analytical Methods in Geomechanics
ABSTRACT This study develops a reliability‐based framework for predicting and optimizing tunnel stability in rock masses under surcharge loading while explicitly accounting for both aleatory and epistemic uncertainties. A unified dataset for twin circular and square tunnels is generated using Adaptive Finite Element Limit Analysis ...
Tran Vu‐Hoang, Tan Nguyen, Hung‐Thinh Pham‐Tran, Duy Ly‐Khuong, Tuan A. Pham   +4 more
openaire   +1 more source

Predictive Performances of Ensemble Machine Learning Algorithms in Landslide Susceptibility Mapping Using Random Forest, Extreme Gradient Boosting (XGBoost) and Natural Gradient Boosting (NGBoost)

Arabian Journal for Science and Engineering, 2022
Taskin Kavzoglu, Alihan Teke
openaire   +1 more source

Extreme Gradient Boosting Algorithms for Analyzing Reliability Factors of Natural Gas Transmission Assets

Proceedings of the 30th European Safety and Reliability Conference and 15th Probabilistic Safety Assessment and Management Conference, 2020
Amel Belounnas, Florent Brissaud
openaire   +1 more source

Two-Stage Short-Term Wind Power Probabilistic Prediction Using Natural Gradient Boosting Combined with Neural Network

Applied Soft Computing, 2023
Siyi Zhang 0010, Mingbo Liu, Min Xie, Shunjiang Lin   +3 more
openaire   +2 more sources

A Comparative Analysis of Gradient Boosting Algorithms

Artificial Intelligence Review, 2021
Gonzalo Martínez-Muñoz
exaly  

Deep Learning Versus Gradient Boosting Machine for Pan Evaporation Prediction

Engineering Applications of Computational Fluid Mechanics, 2022
Samed Inyurt, Anurag Malik, Haroon Sajjad   +2 more
exaly  

An eXtreme Gradient Boosting prediction of uplift capacity factors for 3D rectangular anchors in natural clays

Earth Science Informatics
Duy Tan Tran, Tinnapat Onjaipurn, Divesh Ranjan Kumar, Weeraya Chim-Oye, Suraparb Keawsawasvong, Pitthaya Jamsawang   +5 more
openaire   +1 more source

Research on Natural Gas Pipeline Corrosion Prediction by Integrating Extreme Gradient Boosting and Generative Adversarial Network

Computers & Chemical Engineering
Guoxi He, Jing Tian, Dezhi Tang, Fei Zhao, Shuhua Li, Chao Li, Kexi Liao, Xiaofei Chen, Wen Yang   +8 more
openaire   +2 more sources

A Hybrid Gradient Boosting Model for Predicting Longitudinal Dispersion Coefficient in Natural Rivers

Water Resources Management
Yangyu Deng, Yakun Liu, Di Zhang, Ze Cao
openaire   +1 more source