Daniel Godines

Phd Student

Fascinated by the novel computational techniques that are making big data astronomy possible, I have applied machine learning to detect rare transients and objects of interest, including microlensing events and Lyman-alpha blobs.

Machine Learning Tutorials

Science Page

about

I received my BA in Physics from Bard College in 2018. After a three year adventure my heart told me that it was time to return to astronomy.

I will complete my PhD at New Mexico State University by 2026, I am working with Dr. Prescott, we have created a deep learning algorithm to detect high redshift Lyman-alpha blobs in wide-field surveys.

All of my projects are under a General Pubic License, and can be found on my GitHub. I actively maintain these repositories so installation should be hassle-free, but if it's not, please let me know.

Interests


Click on the images to learn about my current pursuits!

Tutorials

I post machine learning tutorials in the context of astronomy research, check them out here. If you have any questions or suggestions, please contact me.

When will we find Planet 9 —the unseen planet in our solar system?

During my studies I met a fellow who told me with the utmost confidence that within the next decade a new planet would be discovered. Not an exoplanet, of which there were thousands already, but a planet in our own solar neighborhood.

Space news

Artificial intelligence and why astronomersdon’t look through a telescope anymore.

As a child I had the opportunity to utilize the two-meter Faulkes Telescope in Siding Spring, Australia. I remember it was a very thrilling experience seeing the telescope move via a live webcam. I would input sky coordinates, and over the course of a minute, the telescope would slowly tilt toward the object. I couldn’t wait to become an astronomer and spend countless nights at the actual telescope sites — Hawaii, Chile, Spain, these are all locations with powerful telescopes that I wished to use one day. But little did I know, the era of manual observations was coming to an end.

A Comet in Santa Barbara’s Astronomical World

One Saturday morning in the summer of 2012, 15-year-old Daniel Godinez catches the bus from his home in Goleta. With transfers and delays, he pieces together a two-hour circuitous ride to the Museum of Natural History. He walks along the empty parking lot shaded by ancient live oaks, past the enormous blue whale skeleton, through the adobe entrance, and cuts across the peaceful courtyard. Opening the door marked “Gladwin Planetarium,” he feels his way along a dark aisle toward the control booth with the awesome presence of the sky dome overhead. In less than an hour, the audience will begin filling the seats for the first show of the day; but now he is alone. This is Daniel’s moment; he is about to turn on the universe.