Broadly my research focuses on analyzing discrete sets arising from geometry. My inspiration often comes from the study of translation surfaces. This Numberphile video is a great introduction to the types of problems I enjoy working on. I'm currently working with people in the field of nonlinear algebra to apply translation surfaces as a way of constructing algebraic curves with certain properties. This article gives an overview of nonlinear algebra. Finally, I have a budding interest in the interactions between dynamics and machine learning. If you don't know what machine learning is, see for example this nice AMS Notices article.
Below are my projects, with links to papers and sometimes recorded talks.
Here's some other talks:
"Why would a dynamicist care about combinatorial algebraic geometry?"
C. Burrin, S. Fairchild with an appendix by J. Chaika
ArXiv, to appear in Journal of the European Mathematics Society
J. Chaika and S. Fairchild
ArXiv, published in Geometriae Dedicata
Video of talk at UCSD Group actions seminar
P. Breiding, S. Fairchild, P. Santarsiero, E. Shehu
J.S. Athreya, S. Fairchild, H. Masur
T. Ö. Çelik, S. Fairchild, Y. Mandelshtam