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Alireza Moradzadeh
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Highly Efficient Solar‐Driven Carbon Dioxide Reduction on Molybdenum Disulfide Catalyst Using Choline Chloride‐Based Electrolyte
M Asadi, MH Motevaselian, A Moradzadeh, L Majidi, M Esmaeilirad, ...
Advanced Energy Materials 9 (9), 1803536, 2019
452019
Coarse-grained force field for imidazolium-based ionic liquids
A Moradzadeh, MH Motevaselian, SY Mashayak, NR Aluru
Journal of Chemical Theory and Computation 14 (6), 3252-3261, 2018
422018
Transfer-learning-based coarse-graining method for simple fluids: Toward deep inverse liquid-state theory
A Moradzadeh, NR Aluru
The journal of physical chemistry letters 10 (6), 1242-1250, 2019
402019
Ion Solvation and Transport in Narrow Carbon Nanotubes: Effects of Polarizability, Cation− π Interaction, and Confinement
F Aydin, A Moradzadeh, CL Bilodeau, EY Lau, E Schwegler, NR Aluru, ...
Journal of Chemical Theory and Computation 17 (3), 1596-1605, 2021
272021
Molecular dynamics properties without the full trajectory: A denoising autoencoder network for properties of simple liquids
A Moradzadeh, NR Aluru
The journal of physical chemistry letters 10 (24), 7568-7576, 2019
242019
Topology-based phase identification of bulk, interface, and confined water using an edge-conditioned convolutional graph neural network
A Moradzadeh, H Oliaei, NR Aluru
The Journal of Physical Chemistry C 127 (5), 2612-2621, 2023
82023
Extended deepilst for various thermodynamic states and applications in coarse-graining
J Jeong, A Moradzadeh, NR Aluru
The Journal of Physical Chemistry A 126 (9), 1562-1570, 2022
82022
Many-body neural network-based force field for structure-based coarse-graining of water
A Moradzadeh, NR Aluru
The Journal of Physical Chemistry A 126 (12), 2031-2041, 2022
52022
Understanding simple liquids through statistical and deep learning approaches
A Moradzadeh, NR Aluru
The Journal of Chemical Physics 154 (20), 2021
52021
Machine-learning of liquids: A multi-scale framework for liquid physics and coarse-graining using deep learning
A Moradzadeh
University of Illinois at Urbana-Champaign, 2021
2021
Ion Solvation and Transport in Narrow Carbon Nanotubes: Effects of Polarizability, Cation-p Interaction and Confinement
F Aydin, A Moradzadeh, C Bilodeau, E Lau, E Schwegler, N Aluru, ...
Bulletin of the American Physical Society, 2021
2021
Deep Learning of Lennard-Jones Potential Parameterization
A Moradzadeh, N Aluru
APS March Meeting Abstracts 2019, B18. 010, 2019
2019
Systematic coarse-graining of ionic liquid
A Moradzadeh
University of Illinois at Urbana-Champaign, 2018
2018
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Articles 1–13