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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

machine-vision-based-similarity-modeling-of-rock-fractures-in-tunnel-face

Graduate Thesis

matlab_fea_computational_mechanics

Finite Element Code for Elasto-plastic Analysis of Slope Stability

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

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

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-detection-drdo

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.