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.