Search Results for author: Angus G. Forbes

Found 9 papers, 6 papers with code

Monte Carlo Physarum Machine: Characteristics of Pattern Formation in Continuous Stochastic Transport Networks

no code implementations4 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.

Polyphorm: Structural Analysis of Cosmological Datasets via Interactive Physarum Polycephalum Visualization

1 code implementation5 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

Bio-inspired Structure Identification in Language Embeddings

no code implementations5 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.

Language Modelling Word Embeddings +1

Disentangling the Cosmic Web Towards FRB 190608

1 code implementation27 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

Revealing the Dark Threads of the Cosmic Web

no code implementations10 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.

TempoCave: Visualizing Dynamic Connectome Datasets to Support Cognitive Behavioral Therapy

1 code implementation18 Jun 2019 Ran Xu, Manu Mathew Thomas, Alex Leow, Olusola Ajilore, Angus G. Forbes

We introduce TempoCave, a novel visualization application for analyzing dynamic brain networks, or connectomes.

Human-Computer Interaction Neurons and Cognition

IGM-Vis: Analyzing Intergalactic and Circumgalactic Medium Absorption Using Quasar Sightlines in a Cosmic Web Context

1 code implementation17 Dec 2018 Joseph N. Burchett, David Abramov, Jasmine Otto, Cassia Artanegara, J. Xavier Prochaska, Angus G. Forbes

We introduce IGM-Vis, a novel astrophysics visualization and data analysis application for investigating galaxies and the gas that surrounds them in context with their larger scale environment, the Cosmic Web.

Instrumentation and Methods for Astrophysics Astrophysics of Galaxies

Text Annotation Graphs: Annotating Complex Natural Language Phenomena

1 code implementation LREC 2018 Angus G. Forbes, Kristine Lee, Gus Hahn-Powell, Marco A. Valenzuela-Escárcega, Mihai Surdeanu

Additionally, we include an approach to representing text annotations in which annotation subgraphs, or semantic summaries, are used to show relationships outside of the sequential context of the text itself.

Event Extraction TAG +1

Deep Illumination: Approximating Dynamic Global Illumination with Generative Adversarial Network

2 code implementations26 Oct 2017 Manu Mathew Thomas, Angus G. Forbes

Inspired from recent advancement in image-to-image translation problems using deep generative convolutional networks, we introduce a variant of this network that learns a mapping from Gbuffers (depth map, normal map, and diffuse map) and direct illumination to any global illumination solution.


Cannot find the paper you are looking for? You can Submit a new open access paper.