Dark Machines is a research collective of physicists and data scientists. We are curious about the universe and want to answer cutting edge questions about Dark Matter with the most advanced techniques that data science provides us with.
We are currently investigating the following projects.
Click the project name for information on how to join.
Collider searches and unsupervised: or supervised or not-yet-thought-off learning
Exploring high dimensional parameter spaces
Generative models as event simulator
Inclusive analysis of Fermi-LAT point sources
Learning dark matter distributions in galaxies
Library of classification and regression models
Particle track reconstruction with ML
We believe science thrives when data is public.
We have therefore made the following datasets public.
We have a mailing list via which we communicate our latest news to everyone who wants to hear it! Do you want to stay informed about our work and efforts? Please consider subscribing.
Do you want to contribute to our efforts? You can do this by adding to the white paper, by contacting one of the projectconveners to join one (or more!) of the existing projects or by initiating one yourself within the collaboration!
Interested or do you want more information? Send us a mail at firstname.lastname@example.org.
Website designed by Bob Stienen