About

About Science and Machines blog

About Science and Machines

Welcome to Science and Machines, a blog exploring the fascinating intersection of machine learning and scientific discovery.

Mission

My mission is to bridge the gap between cutting-edge machine learning techniques and practical scientific applications. I believe that the most exciting advances happen at the intersection of domains, where novel methods meet real-world problems.

Author

Sjoerd is a machine learning engineer with a passion for science. With a background in both ML and physics, Sjoerd explores how data-driven approaches can transform scientific research and discovery.

Technical Details

This blog is built with Quarto, enabling seamless integration of code, visualizations, and narrative. All content follows strict reproducibility standards:

  • Environment Management: Each project has isolated, versioned environments
  • Computation Caching: Heavy computations are cached and version-controlled
  • Data Versioning: Large datasets and models use Git LFS
  • Open Source: All code is available on GitHub

Get Involved

  • Comments: Join discussions on any post using the comment system
  • GitHub: Contribute code, report issues, or suggest improvements
  • Suggestions: Have an idea for a post or project? Let me know!

Contact

Thank you for reading Science and Machines. Let’s explore the future of science together!