A residual-correction-based panel data model for predicting dam deformation considering hysteresis and coupling effects

A Numerical Investigation of Time-Dependent Behavior of Geosynthetic-Reinforced Pile-Supported Embankments

Explainable TabPFN-Based Prediction of Rock Uniaxial Compressive Strength from Measurement While Drilling Data

Individualized dynamic elastic-net model with B-spline approximation for high-dimensional and non-stationary time series data

Ensemble Calibration of Tunnel Deformation in Weak Rock Masses

This study evaluates the mechanical behavior of weak and heterogeneous rock masses along the Honaz Tunnel (SW Türkiye) through 2D finite-element simulations. To address the extreme prediction scatter of classical empirical equations in weak formations, an ensemble-based calibration framework was developed by averaging...

Numerical analysis and regression-based performance prediction of MHD water-based ternary hybrid nanofluid flow and heat transfer in a finned cavity

This study numerically investigates forced convection heat transfer and entropy generation of a water-based ternary hybrid nanofluid (Fe3O4 + CuO + MoS2) inside a two-dimensional square cavity containing three circular hot fins, under the influence of a direction-dependent magnetic field (\documentclass[12pt]{minimal}...

Thermal analysis and CFD-assisted machine learning prediction of temperature fields in direct-contact membrane distillation using darts game optimization

In this study, three regression techniques—multi-layer perceptron (MLP), Gaussian process regression (GPR), and weighted least squares (WLS)—were evaluated to predict the spatial temperature distribution, \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb}...