Ilenia Battiato

Stanford University — United States

Computer Science · Physical Sciences

27h-index2.1kcitations158works2.62yr avg
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Research Topics

Advanced Mathematical Modeling in Engineering(31), Lattice Boltzmann Simulation Studies(30), Enhanced Oil Recovery Techniques(28), Hydraulic Fracturing and Reservoir Analysis(21), Groundwater flow and contamination studies(16)

Publications158 total

A Rigorous Multiscale Model of Mass and Charge Transport in Lithium-Ion Batteries for High C-Rates
ECS Meeting Abstracts·2025
A percolating path to green iron
Cell Reports Physical Science·2025· 4 citedOpen Access
Homogenization-informed convolutional neural network to predict permeability and dispersion in porous media
Advances in Water Resources·2025· 3 cited
Non-intrusive auto-detecting and adaptive hybrid scheme for multiscale heat transfer: Thermal runaway in a battery pack
International Journal of Heat and Mass Transfer·2025Open Access
Non-intrusive Auto-detecting and Adaptive Hybrid Scheme for Multiscale Heat Transfer: Thermal Runaway in a Battery Pack
arXiv (Cornell University)·2025Open Access
Charting Hydrogen Pathways: Modeling the Phase Behavior of Hydrogen in Superhot Rock Geothermal Brine
2025
Integrated physics-based modeling and microfluidics for quantifying multiphase carbonate dissolution in rocks
Lab on a Chip·2025· 1 cited
Multiscale Dynamics of Reactive Fronts in the Subsurface
2024Open Access
A Percolating Path to Green Iron
2024
Final Technical Report: Center for Mechanistic Control of Unconventional Formations
2024Open Access
Thermal Runaway in Battery Cells: Guiding Principles for Continuum Scale Modeling
ECS Meeting Abstracts·2024
Automated Upscaling Via Symbolic Computing for Thermal Runaway Analysis in Li-Ion Battery Modules
ECS Meeting Abstracts·2024· 1 cited
Interleaved Electrode Structures for Enhanced Electrolyte Mass Transport in Li-Ion Batteries : A Numerical Study
ECS Meeting Abstracts·2024
Enforcing global constraints for the dispersion closure problem: <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si69.svg" display="inline" id="d1e514"><mml:msup><mml:mrow><mml:mi>τ</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup></mml:math>-SIMPLE algorithm
Advances in Water Resources·2024· 3 citedOpen Access
A mineral precipitation model based on the volume of fluid method
Computational Geosciences·2024· 2 citedOpen Access
Unraveling residual trapping for geologic hydrogen storage and production using pore-scale modeling
Advances in Water Resources·2024· 28 citedOpen Access
A deep learning upscaling framework: Reactive transport and mineral precipitation in fracture-matrix systems
Advances in Water Resources·2023· 12 citedOpen Access
Automated upscaling via symbolic computing for thermal runaway analysis in Li-ion battery modules
Journal of Computational Science·2023· 5 cited
Non-intrusive hybrid scheme for multiscale heat transfer: Thermal runaway in a battery pack
Journal of Computational Science·2023· 4 cited
Automated Symbolic Upscaling: 2. Model Generation for Extended Applicability Regimes
Water Resources Research·2023· 1 citedOpen Access
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Frequent Co-authors

Bowen Ling(10), Alexandre M. Tartakovsky(6), Svyatoslav Korneev(6), Daniel M. Tartakovsky(4), Tim Scheibe(4), Davide Picchi(4), Anthony R. Kovscek(3), Harikesh Arunachalam(3), Simona Onori(3), S. Rubol(3), M. Yousefzadeh(3), Jingyuan Yan(3), Georges Fadel(3), Ziyan Wang(3), Brian D. Wood(2), Adam D. Jew(2), Jennifer L. Druhan(2), David A. Ladner(2), Felipe P. J. de Barros(2), Mart Oostrom(2)