Javier E. Santos

1.0k total citations · 1 hit paper
57 papers, 659 citations indexed

About

Javier E. Santos is a scholar working on Ocean Engineering, Mechanical Engineering and Computational Mechanics. According to data from OpenAlex, Javier E. Santos has authored 57 papers receiving a total of 659 indexed citations (citations by other indexed papers that have themselves been cited), including 30 papers in Ocean Engineering, 22 papers in Mechanical Engineering and 11 papers in Computational Mechanics. Recurrent topics in Javier E. Santos's work include Hydraulic Fracturing and Reservoir Analysis (20 papers), Enhanced Oil Recovery Techniques (16 papers) and Reservoir Engineering and Simulation Methods (12 papers). Javier E. Santos is often cited by papers focused on Hydraulic Fracturing and Reservoir Analysis (20 papers), Enhanced Oil Recovery Techniques (16 papers) and Reservoir Engineering and Simulation Methods (12 papers). Javier E. Santos collaborates with scholars based in United States, China and Spain. Javier E. Santos's co-authors include Maša Prodanović, Michael J. Pyrcz, Honggeun Jo, Christopher J. Landry, Duo Xu, Hari Viswanathan, Qinjun Kang, Eric Guiltinan, Nicholas Lubbers and Daniel O’Malley and has published in prestigious journals such as SHILAP Revista de lepidopterología, Gastroenterology and Scientific Reports.

In The Last Decade

Javier E. Santos

51 papers receiving 630 citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

PoreFlow-Net: A 3D convolutional neural network to predict fluid flow through porous media

2020 178 citations Javier E. Santos, Christopher J. Landry et al. Advances in Water Resources profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Javier E. Santos United States	15	321	228	166	143	105	57	659
Serveh Kamrava United States	15	341 1.1×	204 0.9×	231 1.4×	136 1.0×	177 1.7×	21	797
Saurabh M Shah United Kingdom	14	316 1.0×	257 1.1×	205 1.2×	101 0.7×	143 1.4×	22	603
C. Manwart Germany	7	300 0.9×	132 0.6×	257 1.5×	193 1.3×	117 1.1×	8	620
Yuzhu Wang China	18	307 1.0×	188 0.8×	333 2.0×	99 0.7×	45 0.4×	48	772
Alex Schwing Netherlands	7	696 2.2×	301 1.3×	396 2.4×	173 1.2×	300 2.9×	16	966
Honggeun Jo United States	11	283 0.9×	182 0.8×	112 0.7×	62 0.4×	96 0.9×	27	436
Lukas Mosser United Kingdom	8	280 0.9×	169 0.7×	142 0.9×	44 0.3×	60 0.6×	19	637
Nanzhe Wang China	16	329 1.0×	267 1.2×	62 0.4×	108 0.8×	230 2.2×	21	796
Gege Wen United States	7	271 0.8×	186 0.8×	76 0.5×	82 0.6×	296 2.8×	12	605

Countries citing papers authored by Javier E. Santos

Since Specialization

Citations

This map shows the geographic impact of Javier E. Santos's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Javier E. Santos with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Javier E. Santos more than expected).

Fields of papers citing papers by Javier E. Santos

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Javier E. Santos. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Javier E. Santos. The network helps show where Javier E. Santos may publish in the future.

Co-authorship network of co-authors of Javier E. Santos

This figure shows the co-authorship network connecting the top 25 collaborators of Javier E. Santos. A scholar is included among the top collaborators of Javier E. Santos based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Javier E. Santos. Javier E. Santos is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Bhattarai, Manish, et al.. (2025). Enhancing Cross-Language Code Translation via Task-Specific Embedding Alignment in Retrieval-Augmented Generation. 107–117.

Fernández‐Bañares, Fernando, Eva Tristán, Juanjo Lozano, et al.. (2025). Integrated Multi‐Omic Analysis Identifies Altered Colonic Brush Border Profile as a Key Feature of Microscopic Colitis. United European Gastroenterology Journal. 14(1). e70156–e70156.

Temizel, Cenk, et al.. (2025). Permeability Prediction Using Vision Transformers. Mathematical and Computational Applications. 30(4). 71–71. 1 indexed citations

Wang, Tianshu, Hailing Duan, Javier E. Santos, et al.. (2024). Intelligent treatment system based on bioinformatics and neuro-immune-digestive tract diseases. Alexandria Engineering Journal. 107. 415–433.

Bhattarai, Manish, et al.. (2024). Enhancing Code Translation in Language Models with Few-Shot Learning via Retrieval-Augmented Generation. 1–8. 3 indexed citations

Guiltinan, Eric, et al.. (2024). Journey over destination: dynamic sensor placement enhances generalization. Machine Learning Science and Technology. 5(2). 25070–25070. 2 indexed citations

Purswani, Prakash, Javier E. Santos, Jeffrey D. Hyman, & Eric Guiltinan. (2024). Numerical investigation of multiphase flow through self-affine rough fractures. Advances in Water Resources. 195. 104852–104852.

Abolt, Charles J., et al.. (2024). Deep-learning-based canopy height model generation from sub-meter resolution panchromatic satellite imagery. Machine Learning Science and Technology. 6(1). 15013–15013.

Ma, Zhiwei, Javier E. Santos, Greg Lackey, Hari Viswanathan, & Daniel O’Malley. (2024). Information extraction from historical well records using a large language model. Scientific Reports. 14(1). 31702–31702. 3 indexed citations

10.

Mehana, Mohamed, Javier E. Santos, Daniel O’Malley, et al.. (2023). Prediction and uncertainty quantification of shale well performance using multifidelity Monte Carlo. Gas Science and Engineering. 110. 204877–204877. 2 indexed citations

11.

Santos, Javier E., et al.. (2023). Mitigation of spatial nonstationarity with vision transformers. Computers & Geosciences. 178. 105412–105412. 5 indexed citations

12.

Santos, Javier E., Zachary Fox, Arvind Mohan, et al.. (2023). Development of the Senseiver for efficient field reconstruction from sparse observations. Nature Machine Intelligence. 5(11). 1317–1325. 28 indexed citations

13.

Sweeney, Matthew, Jeffrey D. Hyman, Daniel O’Malley, et al.. (2023). Characterizing the Impacts of Multi‐Scale Heterogeneity on Solute Transport in Fracture Networks. Geophysical Research Letters. 50(21). 12 indexed citations

14.

Santos, Javier E., et al.. (2023). Modeling the 4D discharge of lithium-ion batteries with a multiscale time-dependent deep learning framework. Energy storage materials. 63. 102927–102927. 18 indexed citations

15.

Santos, Javier E., et al.. (2022). MPLBM-UT: Multiphase LBM library for permeable media analysis. SoftwareX. 18. 101097–101097. 23 indexed citations

16.

Temizel, Cenk, et al.. (2022). Classifying Facies in 3D Digital Rock Images Using Supervised and Unsupervised Approaches. Energies. 15(20). 7660–7660. 6 indexed citations

17.

Santos, Javier E., Nicholas Lubbers, Mohamed Mehana, et al.. (2022). GLUE Code: A framework handling communication andinterfaces between scales. The Journal of Open Source Software. 7(80). 4822–4822. 1 indexed citations

18.

Song, Wenhui, Maša Prodanović, Javier E. Santos, et al.. (2022). Upscaling of Transport Properties in Complex Hydraulic Fracture Systems. SPE Journal. 28(3). 1026–1044. 8 indexed citations

19.

Santos, Javier E., Duo Xu, Maša Prodanović, & Michael J. Pyrcz. (2020). Characterizing effective flow units in a multiscale porous medium. 2 indexed citations

20.

Blázquez‐Castro, Alfonso, José Fernández‐Piqueras, & Javier E. Santos. (2020). Genetic Material Manipulation and Modification by Optical Trapping and Nanosurgery-A Perspective. Frontiers in Bioengineering and Biotechnology. 8. 580937–580937. 10 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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