Accelerating the Gillespie Exact Stochastic Simulation Algorithm using hybrid parallel execution on graphics processing units.

by Ivan Komarov, Roshan M D'Souza
Published 2012-01-01

Efficient computation of k-Nearest Neighbour Graphs for large high-dimensional data sets on GPU clusters.

by Ali Dashti, Ivan Komarov, Roshan M D'Souza
Published 2013-01-01

Fast k-NNG construction with GPU-based quick multi-select.

by Ivan Komarov, Ali Dashti, Roshan M D'Souza
Published 2014-01-01

Dense Descriptors for Optical Flow Estimation: A Comparative Study

by Ahmadreza Baghaie, Roshan M. D’Souza, Zeyun Yu
Published 2017-02-01

Accelerating the Gillespie τ-Leaping Method using graphics processing units.

by Ivan Komarov, Roshan M D'Souza, Jose-Juan Tapia
Published 2012-01-01

Dynamic Denoising and Gappy Data Reconstruction Based on Dynamic Mode Decomposition and Discrete Cosine Transform

by Mojtaba F. Fathi, Ali Bakhshinejad, Ahmadreza Baghaie, Roshan M. D’Souza
Published 2018-09-01

An Application of Manifold Learning in Global Shape Descriptors

by Fereshteh S. Bashiri, Reihaneh Rostami, Peggy Peissig, Roshan M. D’Souza, Zeyun Yu
Published 2019-08-01

Multi-Modal Medical Image Registration with Full or Partial Data: A Manifold Learning Approach

by Fereshteh S. Bashiri, Ahmadreza Baghaie, Reihaneh Rostami, Zeyun Yu, Roshan M. D’Souza
Published 2018-12-01

Three-dimensional reconstruction of highly complex microscopic samples using scanning electron microscopy and optical flow estimation.

by Ahmadreza Baghaie, Ahmad Pahlavan Tafti, Heather A Owen, Roshan M D'Souza, Zeyun Yu
Published 2017-01-01