Autoencoders for Seismic Waveforms: Compress, Learn, and Generate
Autoencoders learn compact representations by reconstructing seismic data. This tutorial explains their use...
Utpal Kumar, PhD
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- 148+ Posts
- 12 Topics
- Oct 2026 Updated
What AI Agents Can Learn from the Bayesian Brain
How neuroscience, autonomous laboratories, and language-model research can inform agents that preserve evid...
Recent posts
Recent technical articles on seismic analytics, scientific computing, numerical modeling, and production data workflows.
Plotting 1 arc-minute global relief map in python (codes included)
Plotting 1 arc-minute topographic map in python
Estimation of the degrees of freedom of time series in python (codes included)
Two time series with predominant linear trends (very low DOF) can have a very high correlation coefficient, which can hardly be construed as an evidence for ...
Gmt advanced tutorial, part ii (codes included)
Plotting publishable quality maps using generic mapping tools (GMT)
Interactive data visualization in python using bokeh
A basic to advanced guide to making interactive plots in Bokeh.
![Why we should use generators? [python]](https://earthinversion.s3.us-west-1.amazonaws.com/results_generators.png)
Why we should use generators? [python]
Generators don’t hold the entire result in memory. It yields one result at a time.
Gmt advanced tutorial (codes included)
Plotting publishable quality maps using generic mapping tools (GMT)
Using github for team collaboration
Tutorial on how to use Git and GitHub for team collaboration on a project. Content includes installing, setting up, creating a repository, making commits, un...
Introduction to python for beginners
In this tutorial post, I give a quick demo of how to install Python (using anaconda) and then getting started with writing simple scripts.
Plotting 1 arc-minute global relief map in python (codes included)
Plotting 1 arc-minute topographic map in python
Estimation of the degrees of freedom of time series in python (codes included)
Two time series with predominant linear trends (very low DOF) can have a very high correlation coefficient, which can hardly be construed as an evidence for ...
Gmt advanced tutorial, part ii (codes included)
Plotting publishable quality maps using generic mapping tools (GMT)
Interactive data visualization in python using bokeh
A basic to advanced guide to making interactive plots in Bokeh.
Why we should use generators? [python]
Generators don’t hold the entire result in memory. It yields one result at a time.
Gmt advanced tutorial (codes included)
Plotting publishable quality maps using generic mapping tools (GMT)
Using github for team collaboration
Tutorial on how to use Git and GitHub for team collaboration on a project. Content includes installing, setting up, creating a repository, making commits, un...
Introduction to python for beginners
In this tutorial post, I give a quick demo of how to install Python (using anaconda) and then getting started with writing simple scripts.