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Transform 2020

YouTube playlist

Tutorials

Getting started with Python - Robert Leckenby

Using Python Subsurface Tools - Thomas Martin

Open Source Spatial Data Analytics in Python with GeostatsPy - Michael Pyrcz

Geological Modeling with GemPy - Miguel de la Varga

Digital Subsurface Data Loaders - Jørgen Kvalsvik

Geophysical Inversion in SimPEG - Lindsey Heagy

Geologic image processing with Python - Joe Kington

Intro to Interactive Visualization in Jupyter for Well Data - Ashley Russell

Geophysical Modeling with Devito - Rhodri Nelson

From scattered data to gridded products using Verde - Leonardo Uieda

Scalable and resilient systems architecture - Liz Dennett

Scalable model training with Ray Tune - Steve Purves

Geospatial Analysis in Python - Martin Bentley

Idea to MVP - Matt Hall & Brendon Hall

On-Demand Seismic Processing with AWS - Constantine Vavourak

Lightning Talks

Day 1

  • Video
  • Dan Austin
  • Matteo Niccoli
  • Justin Gosses
  • Jesse Pisel
  • Martin Bentley
  • Jan von Harten
  • Mark Jessell
  • Wesley Banfield
  • Arthur Endlein
  • Brendon, Matt, and Dan chatting about Swung
  • Nathaniel Jones
  • Steve Purves

Day 2

  • Video
  • Sean Walker
  • Matteo Niccoli
  • Alexander Schaaf
  • Leonardo Uieda
  • Florian Wellmann
  • Fabian Stamm
  • Tony Hallam
  • Santiago Soler
  • Doug McClymont
  • Andrea Balza
  • Rowan Cockett
  • Artash Nath

Hackathon

Video of the presentations

Projects

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Teaching Python to Geos

A lot of subsurface scientists and engineers have started teaching Python to their colleagues, their clients, their students, or their supervisors. Between everyone, there is a lot of material out there in GitHub and on YouTube. This is an attempt to list some of it, maybe even most of it.

Mar 13, 2025
Meetings That Matter

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Oct 26, 2023
Open geothermal resources

  This content is licensed CC BY. by the Software Underground community. Please see the list of collaborators at the end of the document. This open, collaborative document is a collection of open data, useful open software packages, open machine learning research, and other resources related to geothermal energy. Please edit or add to this document. Software projects These are general enough for most subsurface projects, but highlighting ones that are most applicable for geothermal exploration and development.

Nov 14, 2022
The Rock

Preliminary notes for the dev-summit on Monday, 4 October, 16:00 UTC in the Château. [toc] Idea The idea of a Software-Underground-Stack or a Subsurface-Stack is probably almost as old as SWUNG itself. Something that unifies the open-source codes, something to give a face to the outside world, which might also attract funding from industry. Something to show that the open-source stack is strong in the geosciences, and is not only some nerds coding away, without stability or guarantee to work. Role models in this respect (with slightly different scopes) are, e.g., NumFOCUS and Jupyter Meets the Earth, or Pangeo. Swung orchestrated already many initiatives in this direction: There is the https://softwareunderground.org/stack - page, and there is the subsurface Python package to connect various packages in the ecosystem. Nothing took off so far, mainly because of a lack of ...time! We are all busy, many of us are main developers of a code that could potentially be part of The Rock, and often this is not even our paid job and we have to find time to maintain it. My suggestion is therefore: Let's lower the expectations, but start today! As such I suggest bi-monthly meetings (or monthly, but alternating the times to enable people anywhere on the globe to participate in one or the other). These bigger meetings are just to connect, but most things should happen in smaller groups, with only one or a few people. So the big meetings is to assign tasks, keep track on them, and syncronize.

Oct 4, 2021
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