Publications

Optimized sparse matrix operations for reverse mode automatic differentiation
SIAM Journal on Scientific Computing (SISC) 2025
Nicolas Nytko, Ali Taghibakhshi, Tareq Uz Zaman, Scott MacLachlan, Luke Olson, Matthew West
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Generalizing Lloyd's algorithm for graph clustering
SIAM Journal on Scientific Computing (SISC) 2024
Tareq Uz Zaman, Nicolas Nytko, Ali Taghibakhshi, Scott MacLachlan, Luke Olson, Matthew West
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Generalizing reduction-based algebraic multigrid
Numerical Linear Algebra with Applications (NLAA) 2023
Tareq Uz Zaman, Nicolas Nytko, Ali Taghibakhshi, Scott MacLachlan, Luke Olson, Matthew West
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Coarse-grid selection using simulated annealing
Journal of Computational and Applied Mathematics (JCAM) 2023
Tareq Uz Zaman, Scott MacLachlan, Luke Olson, Matthew West
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MG-GNN: Multigrid graph neural networks for learning multilevel domain decomposition methods
International Conference on Machine Learning (ICML) 2023
Ali Taghibakhshi, Nicolas Nytko, Tareq Uz Zaman, Scott MacLachlan, Luke Olson, Matthew West
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Optimization and coarse-grid selection for algebraic multigrid
PhD Thesis 2023
Tareq Uz Zaman
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Learning interface conditions in domain decomposition solvers
Neural Information Processing Systems (NeurIPS) 2022
Ali Taghibakhshi, Nicolas Nytko, Tareq Uz Zaman, Scott MacLachlan, Luke Olson, Matthew West
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Numerical modeling of a memory-based diffusivity equation and determination of its fractional order value
Computational Geosciences 2020
Tareq Uz Zaman, Scott MacLachlan, M. Enamul Hossain
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Modelling of fluid flow through porous media using memory approach: A review
Mathematics and Computers in Simulation 2020
Mahamudul Hashan, Labiba Nusrat Jahan, Tareq Uz Zaman, Syed Imtiaz, M. Enamul Hossain
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Modelling of fluid flow in a petroleum reservoir using an engineering approach
SPE Trinidad and Tobago Section Energy Resources Conference 2018
Mahamudul Hashan, Labiba Nusrat Jahan, Tareq Uz Zaman, Murtada Elhaj, Syed Imtiaz, M. Enamul Hossain
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Application of memory formalism and fractional derivative in reservoir simulation
SPE Trinidad and Tobago Section Energy Resources Conference 2018
Mahamudul Hashan, Tareq Uz Zaman, Labiba Nusrat Jahan, Murtada Elhaj, Syed Imtiaz, M. Enamul Hossain
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Improved modeling for fluid flow through porous media
MEng Thesis 2018
Tareq Uz Zaman
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