2 citations · 2 across the 4 of their papers we have counts for
4 papers
Structurally Constrained Brain Network Dynamics Reveal Reduced Functional Flexibility in Cocaine Use Disorder
Seyed Majid Razavi, Saeed Tajik Hesarkuchak, Triet M. Tran +5
Cocaine Use Disorder (CUD) is associated with widespread alterations in large-scale functional brain networks, yet the mechanisms contributing to these changes and their relationsh…
Continuous Energy Landscape Model for Analyzing Brain State Transitions
Triet M. Tran, Seyed Majid Razavi, Dee H. Wu +1
Energy landscape models characterize neural dynamics by assigning energy values to each brain state that reflect their stability or probability of occurrence. The conventional ener…
MSGCN: Multiplex Spatial Graph Convolution Network for Interlayer Link Weight Prediction
Steven E. Wilson, Sina Khanmohammadi
Graph Neural Networks (GNNs) have been widely used for various learning tasks, ranging from node classification to link prediction. They have demonstrated excellent performance in…
SINDyG: Sparse Identification of Nonlinear Dynamical Systems from Graph-Structured Data, with Applications to Stuart-Landau Oscillator Networks
Mohammad Amin Basiri, Sina Khanmohammadi
The combination of machine learning (ML) and sparsity-promoting techniques is enabling direct extraction of governing equations from data, revolutionizing computational modeling in…