surface-roughness 开源项目推荐（14 个）

fredericjs /surfalize

A python module to analyze surface roughness and periodic texture parameters

AliAmini93 /TactileNet

Developed TactileNet, the first deep-learning model designed for surface roughness recognition using EEG data. This project leverages CNNs to classify surface textures encountered through a robotic device in tactile trials.

akseidel /WpfaksDuctOMatic

HVAC Duct Size Calculator - Duct-O-Matic shows multiple duct sizes for the design criteria .

ElsevierSoftwareX /SOFTX-D-21-00197

StrutSurf: A tool for analysis of strut morphology and surface roughness in additively manufactured lattices. To cite this Original Software Publication: https://www.sciencedirect.com/science/article/pii/S2352711022000383

muhammeteminayhan /MACHINOVA-CFRP-Ra-Prediction

ML surface-roughness (Ra) prediction for CFRP milling — TUSAŞ Lift Up graduation project (MACHINOVA): RSM regression, desktop app & REST API.

Tayyib-Ahsan /Heterogeneously-Roughened-Series60-Catamaran-OpenFOAM-Simulation

This repository showcases a simulation from my research projects.

lbatschelet /GeoRoughness-Tool

Comprehensive tool designed for geospatial analysis, allowing users to calculate and categorizethe surface roughness of Digital Elevation Models (DEMs) using the standard deviation of height within a specified window size.

tejasl-portfolio /surface-roughness-effect-on-shock-angle

RANS/SST k–ω CFD study of surface roughness effects on oblique shock formation over a double-wedge model in supersonic flow

asifahmedantor /CNC-machining-parameter-optimization-ml

Machine Learning based CNC machining parameter optimization for surface roughness prediction.

nurgulsmakova5-gif /fa-atf-51crv4-hard-turning

FA-ATF for joint surface roughness and Vickers hardness prediction in 51CrV4 hard turning: official DaKS data, specimen-grouped nested CV, 18-model comparison, executed notebooks, and bounded statistical evidence.

trishababu18 /surface-roughness-drag-reduction-cfd-

CFD study of turbulent flow over rough surfaces using RANS (SST k-ω), benchmarking drag and heat-transfer effects of 3D surface roughness.

Jupihawx /z0-worldcover-openfoam

Per-face aerodynamic roughness (z0) from ESA WorldCover for OpenFOAM atmospheric boundary layer simulations

rashidrao-pk /EDM-Hierarchical-ML

Interpretable hierarchical machine learning for small-sample prediction of surface and tribological responses in electrical discharge machining.

sanjayvasanth98 /Keyence-VK-X-3000-Imaging-and-Processing-Protocol

This repository provides a comprehensive SOP for using the Keyence VK-X 3000 3D surface profiler for surface imaging and analysis. It covers step-by-step instructions for capturing optical images, performing 3D scans, and processing the results using the VK-X3000 MultiFileAnalyzer software.