56 citations · 56 across the 5 of their papers we have counts for
3 papers · 1 filter
Compiling Structured Tensor Algebra
Mahdi Ghorbani, Mathieu Huot, Shideh Hashemian +1
Tensor algebra is essential for data-intensive workloads in various computational domains. Computational scientists face a trade-off between the specialization degree provided by d…
Hinted Dictionaries: Efficient Functional Ordered Sets and Maps
Amir Shaikhha, Mahdi Ghorbani, Hesam Shahrokhi
This article introduces hinted dictionaries for expressing efficient ordered sets and maps functionally. As opposed to the traditional ordered dictionaries with logarithmic operati…
GraphVAMPNet, using graph neural networks and variational approach to markov processes for dynamical modeling of biomolecules
Mahdi Ghorbani, Samarjeet Prasad, Jeffery B. Klauda +1
Finding low dimensional representation of data from long-timescale trajectories of biomolecular processes such as protein-folding or ligand-receptor binding is of fundamental impor…