Research output per year
Research output per year
Personal profile
Education/Academic qualification
Petroleum Engineering, PHD, University of Texas at Austin
Award Date: Dec 18 2021
Petroleum Engineering, MS, University of Texas at Austin
Award Date: Aug 20 2018
Petroleum Engineering, BS, UNAM
Award Date: Jun 1 2016
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Dive into the research topics where Javier Andres Estrada Santos, is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Blackout Diffusion: Generative Diffusion Models in Discrete-State Spaces
Santos, J. E., Fox, Z. R., Lubbers, N. & Lin, Y. T., 2023, In: Proceedings of Machine Learning Research. 202, p. 9034-9059 26 p.Research output: Contribution to journal › Conference article › peer-review
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Characterizing the Impacts of Multi-Scale Heterogeneity on Solute Transport in Fracture Networks
Sweeney, M. R., Hyman, J. D., O’Malley, D., Santos, J. E., Carey, J. W., Stauffer, P. H. & Viswanathan, H. S., Nov 16 2023, In: Geophysical Research Letters. 50, 21, e2023GL104958.Research output: Contribution to journal › Article › peer-review
Open Access -
Development of the Senseiver for efficient field reconstruction from sparse observations
Santos, J. E., Fox, Z. R., Mohan, A., O’Malley, D., Viswanathan, H. & Lubbers, N., Nov 2023, In: Nature Machine Intelligence. 5, 11, p. 1317-1325 9 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Digital Rocks Portal (Digital Porous Media): connecting data, simulation and community
Prodanović, M., Esteva, M., McClure, J., Chang, B. C., Santos, J. E., Radhakrishnan, A., Singh, A. & Khan, H., Jan 31 2023, In: E3S Web of Conferences. 367, 01010.Research output: Contribution to journal › Conference article
Open Access -
Mitigation of spatial nonstationarity with vision transformers
Liu, L., Santos, J. E., Prodanović, M. & Pyrcz, M. J., Sep 2023, In: Computers and Geosciences. 178, 105412.Research output: Contribution to journal › Article › peer-review
2 Scopus citations
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Discovering Radioactive Gas Transport Feedbacks from Underground Nuclear Explosions: Predictions Validated by Observations
Stauffer, P. H., Estrada Santos, J. A., Huang, Y., K C, B., Kang, Q., Meng, M., Miller, T. A., Neil, C. W., Pachalieva, A. A., Viswanathan, H. S., Caldwell, W. K., Moulton, J. D., Berry, D., Cong, T., Gao, W., Gianuca, L., Kath, J., Lee, J., Lodhy, S., Ly, A., Percus, A., Sheldon, K., Shi, Y., Valentine, G., Boggs, M. A., Boyce, S. H. S., Carey, J. W., Fichtl, C. A., Henderson, S. F., Hyman, J. D., Knight, E. E., Lei, Z., Li, W., Moran, K. R., Sweeney, M. R., Chu, S. & Lipnikov, K.
10/1/21 → 09/30/24
Project: Other
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Modeling Systems out of Equilibrium
Estrada Santos, J. A., Pachalieva, A. A., Batista, E. R., Chen, R., Clark, D. L., Garcia, A. E., Jayakumar, A., Kurtakoti, P. K., Sadler, J. D., Tovar, E. J., Wang, K., Schimming, C. D., Capodaglio, G. & Saccone, M. D.
10/1/21 → 09/30/24
Project: Other
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Multiphase Flow in Complex Fractures: Integrating Experimental Observations and Pore-Scale Models with Machine Learning
Estrada Santos, J. A., Guiltinan, E. J. & Welch, N. J.
01/3/22 → 01/2/24
Project: Other
Press/Media
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New framework developed for applying generative diffusion modeling
Yen Ting Lin,, Javier Andres Estrada Santos,, Zachary R. Fox & Nicholas Lubbers
06/30/23
1 item of Media coverage
Press/Media: STE Highlight