World's Best Scientists 2026 revealed!
Ruben Juanes

Ruben Juanes

D-Index & Metrics

Engineering and Technology

D-Index
68
Citations
16798
World Ranking
1213
National Ranking
399

Earth Science

D-Index
55
Citations
11404
World Ranking
2555
National Ranking
1067

Overview

Ruben Juanes is affiliated with MIT in the United States and has a significant body of research focused on engineering and environmental science. Their work spans several specialized subfields, including computational mechanics, ocean engineering, environmental engineering, geophysics, and mechanics of materials.

Their research addresses a variety of main topics such as CO2 sequestration and geologic interactions, enhanced oil recovery techniques, model reduction and neural networks, methane hydrates and related phenomena, earthquake and tectonic studies, lattice Boltzmann simulation studies, and hydraulic fracturing and reservoir analysis.

Juanes has coauthored numerous publications with several frequent collaborators, including Luis Cueto-Felgueroso, Bauyrzhan K. Primkulov, Ehsan Haghighat, Amir A. Pahlavan, and Jan M. Nordbotten.

Their recent papers include the following:

  • "A physics-informed deep learning framework for inversion and surrogate modeling in solid mechanics," 2021, Computer Methods in Applied Mechanics and Engineering
  • "SciANN: A Keras/TensorFlow wrapper for scientific computations and physics-informed deep learning using artificial neural networks," 2020, Computer Methods in Applied Mechanics and Engineering
  • "Subsurface carbon dioxide and hydrogen storage for a sustainable energy future," 2023, Nature Reviews Earth & Environment
  • "A nonlocal physics-informed deep learning framework using the peridynamic differential operator," 2021, Computer Methods in Applied Mechanics and Engineering
  • "Physics-informed neural network simulation of multiphase poroelasticity using stress-split sequential training," 2022, Computer Methods in Applied Mechanics and Engineering

Juanes frequently publishes in the following venues:

  • arXiv (Cornell University)
  • Transport in Porous Media
  • Computer Methods in Applied Mechanics and Engineering
  • Journal of Fluid Mechanics
  • Physical Review Fluids

Best Publications

  • Impact of relative permeability hysteresis on geological CO2 storage

    R. Juanes;E. J. Spiteri;F. M. Orr;M. J. Blunt

  • A physics-informed deep learning framework for inversion and surrogate modeling in solid mechanics

    Ehsan Haghighat;Maziar Raissi;Adrian Moure;Hector Gomez

  • Wettability control on multiphase flow in patterned microfluidics.

    Benzhong Zhao;Christopher W. MacMinn;Ruben Juanes

  • Lifetime of carbon capture and storage as a climate-change mitigation technology

    Michael Lawrence Szulczewski;Christopher W. MacMinn;Howard J. Herzog;Ruben Juanes

  • Stability, Accuracy, and Efficiency of Sequential Methods for Coupled Flow and Geomechanics

    Jihoon Kim;Hamdi A. Tchelepi;Ruben Juanes

  • Stability and convergence of sequential methods for coupled flow and geomechanics: Fixed-stress and fixed-strain splits

    J. Kim;J. Kim;H.A. Tchelepi;R. Juanes

  • Subsurface carbon dioxide and hydrogen storage for a sustainable energy future

    Unknown

  • Impact of relative permeability hysteresis on the numerical simulation of WAG injection

    Elizabeth J. Spiteri;Ruben Juanes

  • Coupled multiphase flow and poromechanics: A computational model of pore pressure effects on fault slip and earthquake triggering

    Birendra Jha;Ruben Juanes

  • SciANN: A Keras/TensorFlow wrapper for scientific computations and physics-informed deep learning using artificial neural networks

    Ehsan Haghighat;Ruben Juanes

  • A New Model of Trapping and Relative Permeability Hysteresis for All Wettability Characteristics

    Elizabeth J. Spiteri;Ruben Juanes;Martin J. Blunt;Franklin M. Orr

  • The Footprint of the CO2 Plume during Carbon Dioxide Storage in Saline Aquifers: Storage Efficiency for Capillary Trapping at the Basin Scale

    Ruben Juanes;Christopher W. MacMinn;Michael L. Szulczewski

  • Fluid mixing from viscous fingering.

    Birendra Jha;Luis Cueto-Felgueroso;Ruben Juanes

  • Comprehensive Comparison of Pore-Scale Models for Multiphase Flow in Porous Media

    Benzhong Zhao;Christopher W. MacMinn;Bauyrzhan K. Primkulov;Yu Chen

  • Preferential Mode of gas invasion in sediments: Grain‐scale mechanistic model of coupled multiphase fluid flow and sediment mechanics

    A. K. Jain;R. Juanes

  • Stability and convergence of sequential methods for coupled flow and geomechanics: Drained and undrained splits

    J. Kim;J. Kim;H.A. Tchelepi;R. Juanes

  • Stabilizing Fluid-Fluid Displacements in Porous Media Through Wettability Alteration

    Mathias Trojer;Michael L. Szulczewski;Ruben Juanes

  • CO2 migration in saline aquifers. Part 1. Capillary trapping under slope and groundwater flow

    Christopher W. MacMinn;Michael Lawrence Szulczewski;Ruben Juanes

  • Nonlocal interface dynamics and pattern formation in gravity-driven unsaturated flow through porous media.

    Luis Cueto-Felgueroso;Ruben Juanes

  • Pore-scale intermittent velocity structure underpinning anomalous transport through 3-D porous media

    Peter K K Kang;Pietro De Anna;Joao P. Nunes;Joao P. Nunes;Branko Bijeljic

  • A locally conservative finite element framework for the simulation of coupled flow and reservoir geomechanics

    Birendra Jha;Ruben Juanes

  • A general and efficient formulation of fractures and boundary conditions in the finite element method

    Ruben Juanes;Javier Samper;Jorge Molinero

Frequent Co-Authors

Marco Dentz
Marco Dentz Spanish National Research Council
Tadeusz W Patzek
Tadeusz W Patzek King Abdullah University of Science and Technology
Hamdi A. Tchelepi
Hamdi A. Tchelepi Stanford University
Herbert E. Huppert
Herbert E. Huppert University of Cambridge
Martin J. Blunt
Martin J. Blunt Imperial College London
Marta C. González
Marta C. González University of California, Berkeley
Roman Stocker
Roman Stocker ETH Zurich
Franklin M. Orr
Franklin M. Orr Stanford University

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