J. Xavier Prochaska

15 papers C 1Journal 14
YearRankTypeTitle / Venue / Authors
2024 J jnl
Mitigating Masked Pixels in a Climate-Critical Ocean Dataset.
Remote. Sens.
Angelina Agabin, J. Xavier Prochaska, Peter C. Cornillon, Christian E. Buckingham
2023 J jnl
Reconstructing Sea Surface Temperature Images: A Masked Autoencoder Approach for Cloud Masking and Reconstruction.
CoRR
Angelina Agabin, J. Xavier Prochaska
2023 J jnl
The Fundamental Patterns of Sea Surface Temperature.
IEEE Trans. Geosci. Remote. Sens.
J. Xavier Prochaska, Erdong Guo, Peter C. Cornillon, Christian E. Buckingham
2022 J jnl
CosmoVis: An Interactive Visual Analysis Tool for Exploring Hydrodynamic Cosmological Simulations.
IEEE Trans. Vis. Comput. Graph.
David Abramov, Joseph N. Burchett, Oskar Elek, Cameron Hummels, J. Xavier Prochaska, Angus G. Forbes
2022 J jnl
Monte Carlo Physarum Machine: Characteristics of Pattern Formation in Continuous Stochastic Transport Networks.
Artif. Life
Oskar Elek, Joseph N. Burchett, J. Xavier Prochaska, Angus G. Forbes
2022 J jnl
Monte Carlo Physarum Machine: Characteristics of Pattern Formation in Continuous Stochastic Transport Networks.
CoRR
Oskar Elek, Joseph N. Burchett, J. Xavier Prochaska, Angus G. Forbes
2021 J jnl
Deep Learning of Sea Surface Temperature Patterns to Identify Ocean Extremes.
Remote. Sens.
J. Xavier Prochaska, Peter C. Cornillon, David M. Reiman
2021 J jnl
Effectively using unsupervised machine learning in next generation astronomical surveys.
Astron. Comput.
Itamar Reis, Michael Rotman, Dovi Poznanski, J. Xavier Prochaska, Lior Wolf
2021 J jnl
Polyphorm: Structural Analysis of Cosmological Datasets via Interactive Physarum Polycephalum Visualization.
IEEE Trans. Vis. Comput. Graph.
Oskar Elek, Joseph N. Burchett, J. Xavier Prochaska, Angus G. Forbes
2020 J jnl
Fully probabilistic quasar continua predictions near Lyman-α with conditional neural spline flows.
CoRR
David M. Reiman, John Tamanas, J. Xavier Prochaska, Dominika Durovcíková
2020 C conf
Monte Carlo Physarum Machine: An Agent-based Model for Reconstructing Complex 3D Transport Networks.
ALIFE
Oskar Elek, Joseph N. Burchett, J. Xavier Prochaska, Angus G. Forbes
2020 J jnl
Polyphorm: Structural Analysis of Cosmological Datasets via Interactive Physarum Polycephalum Visualization.
CoRR
Oskar Elek, Joseph N. Burchett, J. Xavier Prochaska, Angus G. Forbes
2020 J jnl
PypeIt: The Python Spectroscopic Data Reduction Pipeline.
J. Open Source Softw.
J. Xavier Prochaska, Joseph F. Hennawi, Kyle B. Westfall, Ryan J. Cooke, Feige Wang, Tiffany Hsyu, Frederick B. Davies, Emanuele Paolo Farina, Debora Pelliccia
2019 J jnl
IGM-Vis: Analyzing Intergalactic and Circumgalactic Medium Absorption Using Quasar Sightlines in a Cosmic Web Context.
Comput. Graph. Forum
Joseph N. Burchett, David Abramov, Jasmine Otto, Cassia Artanegara, J. Xavier Prochaska, Angus G. Forbes
2017 J jnl
The igmspec database of public spectra probing the intergalactic medium.
Astron. Comput.
J. Xavier Prochaska