J. Xavier Prochaska

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 15

Top Topics

Surface Temperature

Markovian Decision

Structural Analysis

Top Venues

Astron. Comput.

IEEE Trans. Vis. Comput. Graph.

Publications

Angelina Agabin, J. Xavier Prochaska, Peter C. Cornillon, Christian E. Buckingham
Mitigating Masked Pixels in a Climate-Critical Ocean Dataset. Remote. Sens. 16 (13) (2024)
J. Xavier Prochaska, Erdong Guo, Peter C. Cornillon, Christian E. Buckingham
The Fundamental Patterns of Sea Surface Temperature. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Angelina Agabin, J. Xavier Prochaska
Reconstructing Sea Surface Temperature Images: A Masked Autoencoder Approach for Cloud Masking and Reconstruction. CoRR (2023)
David Abramov, Joseph N. Burchett, Oskar Elek, Cameron Hummels, J. Xavier Prochaska, Angus G. Forbes
CosmoVis: An Interactive Visual Analysis Tool for Exploring Hydrodynamic Cosmological Simulations. IEEE Trans. Vis. Comput. Graph. 28 (8) (2022)
Oskar Elek, Joseph N. Burchett, J. Xavier Prochaska, Angus G. Forbes
Monte Carlo Physarum Machine: Characteristics of Pattern Formation in Continuous Stochastic Transport Networks. CoRR (2022)
Oskar Elek, Joseph N. Burchett, J. Xavier Prochaska, Angus G. Forbes
Monte Carlo Physarum Machine: Characteristics of Pattern Formation in Continuous Stochastic Transport Networks. Artif. Life 28 (1) (2022)
Oskar Elek, Joseph N. Burchett, J. Xavier Prochaska, Angus G. Forbes
Polyphorm: Structural Analysis of Cosmological Datasets via Interactive Physarum Polycephalum Visualization. IEEE Trans. Vis. Comput. Graph. 27 (2) (2021)
J. Xavier Prochaska, Peter C. Cornillon, David M. Reiman
Deep Learning of Sea Surface Temperature Patterns to Identify Ocean Extremes. Remote. Sens. 13 (4) (2021)
Itamar Reis, Michael Rotman, Dovi Poznanski, J. Xavier Prochaska, Lior Wolf
Effectively using unsupervised machine learning in next generation astronomical surveys. Astron. Comput. 34 (2021)
J. Xavier Prochaska, Joseph F. Hennawi, Kyle B. Westfall, Ryan J. Cooke, Feige Wang, Tiffany Hsyu, Frederick B. Davies, Emanuele Paolo Farina, Debora Pelliccia
PypeIt: The Python Spectroscopic Data Reduction Pipeline. J. Open Source Softw. 5 (55) (2020)
David M. Reiman, John Tamanas, J. Xavier Prochaska, Dominika Durovcíková
Fully probabilistic quasar continua predictions near Lyman-α with conditional neural spline flows. CoRR (2020)
Oskar Elek, Joseph N. Burchett, J. Xavier Prochaska, Angus G. Forbes
Monte Carlo Physarum Machine: An Agent-based Model for Reconstructing Complex 3D Transport Networks. ALIFE (2020)
Oskar Elek, Joseph N. Burchett, J. Xavier Prochaska, Angus G. Forbes
Polyphorm: Structural Analysis of Cosmological Datasets via Interactive Physarum Polycephalum Visualization. CoRR (2020)
Joseph N. Burchett, David Abramov, Jasmine Otto, Cassia Artanegara, J. Xavier Prochaska, Angus G. Forbes
IGM-Vis: Analyzing Intergalactic and Circumgalactic Medium Absorption Using Quasar Sightlines in a Cosmic Web Context. Comput. Graph. Forum 38 (3) (2019)
J. Xavier Prochaska
The igmspec database of public spectra probing the intergalactic medium. Astron. Comput. 19 (2017)