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2020 – today
- 2024
[j10]Angelina Agabin, J. Xavier Prochaska
, Peter C. Cornillon, Christian E. Buckingham:
Mitigating Masked Pixels in a Climate-Critical Ocean Dataset. Remote. Sens. 16(13): 2439 (2024)- 2023
- [j9]J. Xavier Prochaska, Erdong Guo, Peter C. Cornillon, Christian E. Buckingham:
The Fundamental Patterns of Sea Surface Temperature. IEEE Trans. Geosci. Remote. Sens. 61: 1-19 (2023) - [i4]Angelina Agabin, J. Xavier Prochaska:
Reconstructing Sea Surface Temperature Images: A Masked Autoencoder Approach for Cloud Masking and Reconstruction. CoRR abs/2306.00835 (2023) - 2022
- [j8]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): 22-57 (2022) - [j7]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): 2909-2925 (2022) - [i3]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 abs/2204.01256 (2022) - 2021
- [j6]Itamar Reis, Michael Rotman, Dovi Poznanski, J. Xavier Prochaska, Lior Wolf:
Effectively using unsupervised machine learning in next generation astronomical surveys. Astron. Comput. 34: 100437 (2021) - [j5]J. Xavier Prochaska, Peter C. Cornillon, David M. Reiman:
Deep Learning of Sea Surface Temperature Patterns to Identify Ocean Extremes. Remote. Sens. 13(4): 744 (2021) - [j4]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): 806-816 (2021) - 2020
- [j3]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): 2308 (2020) - [c1]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: 263-265 - [i2]David M. Reiman, John Tamanas, J. Xavier Prochaska, Dominika Durovcíková:
Fully probabilistic quasar continua predictions near Lyman-α with conditional neural spline flows. CoRR abs/2006.00615 (2020) - [i1]Oskar Elek, Joseph N. Burchett, J. Xavier Prochaska, Angus G. Forbes:
Polyphorm: Structural Analysis of Cosmological Datasets via Interactive Physarum Polycephalum Visualization. CoRR abs/2009.02441 (2020)
2010 – 2019
- 2019
- [j2]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): 491-504 (2019) - 2017
- [j1]J. Xavier Prochaska:
The igmspec database of public spectra probing the intergalactic medium. Astron. Comput. 19: 27-33 (2017)
Coauthor Index
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