Alireza Moradzadeh

6PUBLICATIONS
6CO-AUTHORS
Computational methods in fluid flow, heat and mass transfer (incl. computational fluid dynamics)Theoretical quantum chemistryCondensed matter modelling and density functional theoryStatistical mechanics in chemistryNeural networks
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Publications (6)

|Mar 22, 2022
Many-Body Neural Network-Based Force Field for Structure-Based Coarse-Graining of Water.

A Moradzadeh, N R Aluru

|Feb 24, 2022
Extended DeepILST for Various Thermodynamic States and Applications in Coarse-Graining.

J Jeong, A Moradzadeh, N R Aluru

|Feb 24, 2021
Ion Solvation and Transport in Narrow Carbon Nanotubes: Effects of Polarizability, Cation-π Interaction, and Confinement.

Fikret Aydin, Alireza Moradzadeh, Camille L Bilodeau

|Nov 19, 2019
Molecular Dynamics Properties without the Full Trajectory: A Denoising Autoencoder Network for Properties of Simple Liquids.

Alireza Moradzadeh, N R Aluru

|Mar 02, 2019
Transfer-Learning-Based Coarse-Graining Method for Simple Fluids: Toward Deep Inverse Liquid-State Theory.

Alireza Moradzadeh, Narayana R Aluru

|May 12, 2018
Coarse-Grained Force Field for Imidazolium-Based Ionic Liquids.

Alireza Moradzadeh, Mohammad H Motevaselian, Sikandar Y Mashayak

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Frequent Collaborators

3 joint publications

Narayana R Aluru

1 joint publications

J Jeong

1 joint publications

Sikandar Y Mashayak

1 joint publications

Fikret Aydin