Siddharth Viswanath

According to our database, Siddharth Viswanath authored at least 6 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

ProtSCAPE: Mapping the landscape of protein conformations in molecular dynamics.

Siddharth Viswanath, Dhananjay Bhaskar, David R. Johnson, João F. Rocha, Egbert Castro, Jackson D. Grady, Alex T. Grigas, Michael A. Perlmutter, Corey S. O'Hern, Smita Krishnaswamy

CoRR, 2024

Convergence of Manifold Filter-Combine Networks.

David R. Johnson, Joyce A. Chew, Siddharth Viswanath, Edward De Brouwer, Deanna Needell, Smita Krishnaswamy, Michael Perlmutter

CoRR, 2024

Inferring Metabolic States from Single Cell Transcriptomic Data via Geometric Deep Learning.

Holly R. Steach, Siddharth Viswanath, Yixuan He, Xitong Zhang, Natalia Ivanova, Matthew J. Hirn, Michael Perlmutter, Smita Krishnaswamy

Proceedings of the Research in Computational Molecular Biology, 2024

2022

Geometric Scattering on Measure Spaces.

Joyce A. Chew, Matthew J. Hirn, Smita Krishnaswamy, Deanna Needell, Michael Perlmutter, Holly R. Steach, Siddharth Viswanath, Hau-Tieng Wu

CoRR, 2022

The Manifold Scattering Transform for High-Dimensional Point Cloud Data.

Joyce A. Chew, Holly R. Steach, Siddharth Viswanath, Hau-Tieng Wu, Matthew J. Hirn, Deanna Needell, Smita Krishnaswamy, Michael Perlmutter

CoRR, 2022

The Manifold Scattering Transform for High-Dimensional Point Cloud Data.

Joyce A. Chew, Holly R. Steach, Siddharth Viswanath, Hau-Tieng Wu, Matthew J. Hirn, Deanna Needell, Matthew D. Vesely, Smita Krishnaswamy, Michael Perlmutter

Proceedings of the Topological, 2022