Luthfi Saifudin's repositories
DTW-Stratigraphic-Correlation
Well logs correlation using dynamic time warping
Litho-Classification
Handle classification within volcanic formation using supervised learning.
Fracture-and-Vuggy-Porosity
Calculating fracture and vuggy porosity based on Xuan et.al 2014
MudLog-Translator
Translate abbreviated lithology shortcut description
CO2_Interval_Identification
Complete workflow of rocktype and salt structure identification utilizing well logs and seismic
Well-Log-Data-Availability
To check log data availability in a LAS file
Basic-Well-Log-Interpretation-adapted-from-petroGG
Basic Well Log Interpretation with python, pandas, matplotlib. Added lasio to handle LASfile input. Simplyfying vshale calculation. Added Indonesian and Simandoux equation.
Earthquake-Obspy-Seismic-Plotter
Plotting seismic event based on FDSN for specific station
Facies-Bubble-Map
Calculate each facies proportion for each well in a field and plot them as bubble map distribution
Fracture-Detection
Looking for a fracture plausibility using wireline log data
Rock-Type-Propagation
Propagate Rock Type using neural network
Sw-Fracture-Estimation
Estimating water saturation in fracture based on Aguilera, 1995
Compositional-Analysis
Calculate proportion of each mineral and fluid composition in a rock based on wireline logging
Facies-Percentage
Calculate facies percentage within specific intervals
profiletool
Added function to plot point data in profile section. Initial work on this fork was partially funded by the C.A. La Rioja
spe-gcs-ml-challenge-2021
SPE GCS ML Challenge 2021
GebPy
GebPy is a Python-based, open source tool for the generation of geological data of minerals, rocks and complete lithological sequences. The data can be generated randomly or with respect to user-defined constraints, for example a specific element concentration within minerals and rocks or the order of units within a complete lithological profile.
Geology-Scavenger-Hunt
Made in 2017 for a task in a workshop Indonesia Android Kejar by Google Developer. It was inspired by the real scavenger hunt game held by Museum Geologi Bandung
Synthetic-Sonic
Generating synthetic DT log
transform2020
Material for the Verde tutorial at Transform 2020