hnavast's repositories
b_value_seismicity
Compute b value with MLE selecting a specific time window and volume area of a seismic sequence- Collettini et al 2022 under review
courses
课件:数字图像处理,计算机视觉,人工智能导论,机器学习,深度学习
Database
This repository contains the data sets for promoting application of artificial intelligence methods in geotechnics.
DICE
Discontinuity Intensity Calculator and Estimator, calculate and estimate rock discontinuities/fractures parameters from 3D data, as fracture intensity (P10, P21 and P32), spacing, Mean Trace Length (MTL), RQD.
FISH_Java_Codes_Numerical_Methods
Code to model seals for tunnels in underground nuclear waste repositories in FLAC 3D
fractopo
fractopo is a Python package with tools for validating and analyzing lineament and fracture trace maps
grab_data_from_FLAC3D
convert and plot data from FLAC3D
GSI_Classifier_v1
GSI_Classifier code
Matlab_FEA_Computational_Mechanics
Finite Element Code for Elasto-plastic Analysis of Slope Stability
pyBibX
A Bibliometric and Scientometric Python Library
pyCSS
Open-source program written in Python for 2D slope stability analysis of circular surfaces by the limit equilibrium method (Fellenius and Bishop's method.
pyDecision
A python MCDA Library - AHP; Fuzzy AHP; ARAS; Borda; BWM; CODAS; COPRAS; CRITIC; DEMATEL; Fuzzy DEMATEL; EDAS; Fuzzy EDAS; ELECTRE (I, I_s, I_v, II, III, IV, Tri-B); GRA; IDOCRIW; MABAC; MOORA; MOOSRA; MULTIMOORA; PROMETHEE (I, II, III, IV, V, VI, Gaia); SAW; SMART; TOPSIS; Fuzzy TOPSIS; VIKOR; Fuzzy VIKOR; WINGS; WSM; WPM; WASPAS
Midas-to-FLAC3D
Midas file to FLAC3D file
ML-construction-cost-prediction
In this work, we compared the predictive capabilities of six different machine learning algorithms - linear regression, random forest, extreme gradient boosting, light gradient boosting, and natural gradient boosting - and demonstrated that a hybrid light gradient boosting and natural gradient boosting model provides the most desirable construction
pyprobml
Python code for "Probabilistic Machine learning" book by Kevin Murphy
Real-time-Excavation-Positioning-of-Roadheader-Based-on-Visual-Measurement
Visual measurement is a construction positioning method developed in recent years. Combining visual measurements with on-site Guiyang subway construction, this paper proposes an automatic positioning method of roadheader excavation, replacing human vision by machine vision, and changing the current situation in tunnel excavation. First, a laser bea
RockMechnics-Course
Here you going to find some pythons code for learning rock mechanics.
ROKA
ROck slope Kinematic Analysis, perform an ad-hoc stability/kinematic analysis of rock cliff using 3D models and 3D fracture data
sfm_flow
SfM Flow: A comprehensive toolset for the evaluation of 3D reconstruction pipelines
slope_stability
Teaching tools for the slope stability class at EAFIT University.
SOFTX_2018_137
pyBIMstab: Application software for 2D slope stability analysis of block-in-matrix and homogeneous materials. To cite this software publication: https://www.sciencedirect.com/science/article/pii/S2352711018301638
specfem3d_geotech
SPECFEM3D_GEOTECH is an open-source command-driven software for 3D slope stability analysis and simulation of 3D multistage excavation based on the spectral-element method.
TBM_Face-Pressure
Face stability ahead of tunnel boring machines (TBMs) in soft ground
THERMAID
Thermo-Hydraulic Energy Resource Modelling for Application and Development and is a MATLAB program solving flow and heat transport in fractured porous media using the embedded discrete fracture method
ucas-ppt
**科学院大学 国科大课件ppt,主要课程为模式识别,深度学习,高级人工智能
USTC_SSE_AI
**科学技术大学软件学院人工智能课程
Wellbore_Stability
This is class project I conducted as team leader. I developed Matlab code to calculate the wellbore stability considering Mohr-Columb failure criteria in gemomechanical calculations. Example cases was studied using the code and based on results conclusions about wellbore stability during drilling was reached.