Hi there! I’m Jesper Dramsch, the founder of Way of the Geophysicist. I write for this blog and sometimes do other things around the internet concerning Python, geoscience and machine learning.
Are you interested in geoscience or machine learning? You have come to the right place! I write about interesting tidbits I find in my research and around the internet concerning machine learning and neural networks in geoscience.
The Way of the Geophysicist is here to help you get more productive in research and understand machine learning to get ahead. Here’s how:
This website has been going for a bit, so it can be a bit overwhelming. I know that feeling. Want to know where to start?
I collected all free resources I find essential to go from zero to machine learning hero.
You can find it on the right here!
I also create a course on data science in Python. This course is geared towards students familiar with some Python syntax with an interest in data science. It consists of 4 hours of video material walking you through the complete data science workflow.
Visit the course here for a 14-day free trial of the Skillshare platform and view the code and notebooks freely available with exercises and all code in the videos here.
Definitely check out my Youtube channel, where I explain some of my research and general musings about machine learning and AI.
This is my first video on the channel, with the full talk from a 4D seismic workshop, introducing a new physics-based neural network for 4D seismic inversion.
Some topics may be more conversational. Some focused on research.
Recently I started a community to support these articles and videos. If you’d like to pick up some extra perks and possibly even decide the next video, head on over to Patreon.
I write about machine learning research, mostly about computer vision problems. During my PhD studies, I realized that this new development is extremely suited for seismic data analysis. I quickly got immersed in much more machine learning in geoscience and physics-based deep learning.
This lead me to write the review article in Advances in Geophysics, which is available as a preprint here: 70 years of machine learning in geoscience by Jesper Dramsch.
Here are some articles you might enjoy if you have an interest in these topics.
And of course there’s the cornerstone article:
I write about geoscience topics whenever I stumble across something interesting. This is often geophysics or geology. Particularly seismic and interesting locations in the world are featured heavily.
I’m a researcher and sometimes I like to share articles regarding research or finding jobs.
And I share my very versatile but not particularly bot-friendly CV template here: