All papers authored by Alexandre Tartakovsky
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Alison P. Appling ,
Pierre Gentine ,
Toshiyuki Bandai ,
Hoshin Gupta,
Alexandre Tartakovsky ,
Marco Baity-Jesi,
Fabrizio Fenicia,
Daniel Kifer,
Li Li ,
Xiaofeng Liu ,
Wei Ren,
Yi Zheng,
Ciaran J. Harman,
Martyn Clark
and 16 other authors
Differentiable modelling to unify machine learning and physical models for geosciences
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,
Sayan Dey ,
J. Michael Johnson ,
M. Sadegh Riasi ,
Lilit Yeghiazarian ,
Alexandre M. Tartakovsky
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Yucheng Fu ,
Panos Stinis ,
Alexandre Tartakovsky
Enhanced physics-constrained deep neural networks for modeling vanadium redox flow battery
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Alexandre M. Tartakovsky
Physics‐Informed Machine Learning Method for Large‐Scale Data Assimilation Problems
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Panos Stinis ,
Alexandre M. Tartakovsky
Physics-constrained deep neural network method for estimating parameters in a redox flow battery
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,
Amanda A. Howard,
Paris Perdikaris,
Alexandre M. Tartakovsky
Learning unknown physics of non-Newtonian fluids
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Alexandre M. Tartakovsky
Physics‐Informed Neural Network Method for Forward and Backward Advection‐Dispersion Equations
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Marco Dentz ,
Alexandre M. Tartakovsky
Numerical and Analytical Modeling of Flow Partitioning in Partially Saturated Fracture Networks
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F. Rüdiger ,
A. M. Tartakovsky ,
M. Sauter ,
J. Kordilla
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Alexandre M. Tartakovsky
Non-local model for surface tension in fluid-fluid simulations
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