J. Xavier Prochaska

Orcid: 0000-0002-7738-6875

According to our database1, J. Xavier Prochaska authored at least 13 papers between 2017 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2024
Mitigating Masked Pixels in a Climate-Critical Ocean Dataset.
Remote. Sens., July, 2024

2023
The Fundamental Patterns of Sea Surface Temperature.
IEEE Trans. Geosci. Remote. Sens., 2023

Reconstructing Sea Surface Temperature Images: A Masked Autoencoder Approach for Cloud Masking and Reconstruction.
CoRR, 2023

2022
CosmoVis: An Interactive Visual Analysis Tool for Exploring Hydrodynamic Cosmological Simulations.
IEEE Trans. Vis. Comput. Graph., 2022

Monte Carlo Physarum Machine: Characteristics of Pattern Formation in Continuous Stochastic Transport Networks.
Artif. Life, 2022

2021
Polyphorm: Structural Analysis of Cosmological Datasets via Interactive Physarum Polycephalum Visualization.
IEEE Trans. Vis. Comput. Graph., 2021

Deep Learning of Sea Surface Temperature Patterns to Identify Ocean Extremes.
Remote. Sens., 2021

Effectively using unsupervised machine learning in next generation astronomical surveys.
Astron. Comput., 2021

2020
PypeIt: The Python Spectroscopic Data Reduction Pipeline.
J. Open Source Softw., 2020

Fully probabilistic quasar continua predictions near Lyman-α with conditional neural spline flows.
CoRR, 2020

Monte Carlo Physarum Machine: An Agent-based Model for Reconstructing Complex 3D Transport Networks.
Proceedings of the 2020 Conference on Artificial Life, 2020

2019
IGM-Vis: Analyzing Intergalactic and Circumgalactic Medium Absorption Using Quasar Sightlines in a Cosmic Web Context.
Comput. Graph. Forum, 2019

2017
The igmspec database of public spectra probing the intergalactic medium.
Astron. Comput., 2017


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