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cs.LG2023★ 2 cited
Inferring dynamic regulatory interaction graphs from time series data with perturbations
Dhananjay Bhaskar, Sumner Magruder, Edward De Brouwer +4
Complex systems are characterized by intricate interactions between entities that evolve dynamically over time. Accurate inference of these dynamic relationships is crucial for und…
cs.LG2021
Molecular Graph Generation via Geometric Scattering
Dhananjay Bhaskar, Jackson D. Grady, Michael A. Perlmutter +1
Graph neural networks (GNNs) have been used extensively for addressing problems in drug design and discovery. Both ligand and target molecules are represented as graphs with node a…