no code implementations • 4 Apr 2022 • Oskar Elek, Joseph N. Burchett, J. Xavier Prochaska, Angus G. Forbes
We present Monte Carlo Physarum Machine: a computational model suitable for reconstructing continuous transport networks from sparse 2D and 3D data.
1 code implementation • 5 Sep 2020 • Oskar Elek, Joseph N. Burchett, J. Xavier Prochaska, Angus G. Forbes
This paper introduces Polyphorm, an interactive visualization and model fitting tool that provides a novel approach for investigating cosmological datasets.
Instrumentation and Methods for Astrophysics Human-Computer Interaction
no code implementations • 5 Sep 2020 • Hongwei, Zhou, Oskar Elek, Pranav Anand, Angus G. Forbes
Word embeddings are a popular way to improve downstream performances in contemporary language modeling.
1 code implementation • 27 May 2020 • Sunil Simha, Joseph N. Burchett, J. Xavier Prochaska, Jay S. Chittidi, Oskar Elek, Nicolas Tejos, Regina Jorgenson, Keith W. Bannister, Shivani Bhandari, Cherie K. Day, Adam T. Deller, Angus G. Forbes, Jean-Pierre Macquart, Stuart D. Ryder, Ryan M. Shannon
Chittidi et al (2020) perform a detailed analysis of the ultraviolet and optical emission of the host galaxy and estimate the host DM contribution to be $110\pm 37$ $pc/cm^3$.
Astrophysics of Galaxies
no code implementations • 10 Mar 2020 • Joseph N. Burchett, Oskar Elek, Nicolas Tejos, J. Xavier Prochaska, Todd M. Tripp, Rongmon Bordoloi, Angus G. Forbes
Modern cosmology predicts that matter in our Universe has assembled today into a vast network of filamentary structures colloquially termed the Cosmic Web.
no code implementations • 1 Jun 2019 • Oskar Elek, Manu M. Thomas, Angus Forbes
This paper investigates a novel a-posteriori variance reduction approach in Monte Carlo image synthesis.