Ministry of Education
Deepak N Subramani
VIDWAN ID: 99717

Dr Deepak N Subramani

Male Doctor of Philosophy
Assistant Professor | Computational and Data Sciences
Indian Institute of Science, Bangalore
Expertise: Computer Science Information Systems
Scopus 57022054400 Google Scholar d-V0TTwAAAAJ
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51 Publications
0 Projects
898 Scopus Citations
765 CrossRef
7 Years 9 Months Total Experience
Publications
51 Total
Articles
25
Proceedings
26
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Scopus Scopus
898 Citations
17 h-index
CrossRef CrossRef
765 Citations
16 h-index
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Personal Details

Doctor of Philosophy
2017
Saintgits College of Engineering, Kottukulam Hills, Pathamuttam P.O., Kottayam 686532
Master of Science
2014
Saintgits College of Engineering, Kottukulam Hills, Pathamuttam P.O., Kottayam 686532
Master of Technology
2012
Indian Maritime University
Assistant Professor
Dec 2018 – Present
Indian Institute of Science, Bangalore | Computational and Data Sciences
Engineering and Technology
Computer Science Information Systems

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Scholarly Work

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Scholarly Publications

A stochastic optimization method for energy-based path planning

Conference Paper
Year: 2015. Volume: 8964 , Pages: 347-358 .
Authors: Deepak N. Subramani; Tapovan Lolla; Patrick J. Haley; Pierre F. J. Lermusiaux
DOI 10.1007/978-3-319-25138-7_31 Crossref Crossref: 9 Scopus Scopus: 23

W-Net: A Deep Network for Simultaneous Identification of Gulf Stream and Rings from Concurrent Satellite Images of Sea Surface Temperature and Height

Journal Article
IEEE Transactions on Geoscience and Remote Sensing. Year: 2022. Volume: 60 .
Authors: Devyani Lambhate; Raghav Sharma; Jenifer Clark; Avijit Gangopadhyay; Deepak Subramani
DOI 10.1109/TGRS.2021.3096202 Crossref Crossref: 9 Scopus Scopus: 10

Spatio-temporal predictive modeling framework for infectious disease spread

Open Access
Journal Article
Scientific Reports. Year: 2021. Volume: 11 , Issue: 1 .
Authors: Sashikumaar Ganesan; Deepak Subramani
DOI 10.1038/s41598-021-86084-7 Crossref Crossref: 26 Scopus Scopus: 26

A non-Gaussian Bayesian filter for sequential data assimilation with non-intrusive polynomial chaos expansion

Journal Article
INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING. Year: 2021. Volume: 122 , Issue: 23 , Pages: 7156-7181 .
Authors: Srikanth Avasarala; Deepak Subramani
DOI 10.1002/nme.6827 Crossref Crossref: 7 Scopus Scopus: 7

Data-driven feature-oriented modeling of Southwest Monsoon Current

Journal Article
Ocean Modelling. Year: 2021. Volume: 168 .
Authors: Ratnakar Gadi; P.N. Vinayachandran; Deepak N. Subramani
DOI 10.1016/j.ocemod.2021.101912 Crossref Crossref: 2 Scopus Scopus: 2

Inter and Intra-Annual Spatio-Temporal Variability of Habitat Suitability for Asian Elephants in India: A Random Forest Model-based Analysis

Conference Paper
Year: 2021. Pages: 467-470 .
Authors: P. Anjali; Deepak N. Subramani
DOI 10.1109/InGARSS51564.2021.9792132 Crossref Crossref: 1 Scopus Scopus: 1

Super-Resolution of Sea Surface Temperature Satellite Images

Conference Paper
Year: 2020.
Authors: Devyani Lambhate; Deepak N. Subramani
DOI 10.1109/IEEECONF38699.2020.9389030 Crossref Crossref: 5 Scopus Scopus: 4

Graph-Search and Differential Equations for Time-Optimal Vessel Route Planning in Dynamic Ocean Waves

Open Access
Journal Article
IEEE Transactions on Intelligent Transportation Systems. Year: 2020. Volume: 21 , Issue: 8 , Pages: 3581-3593 .
Authors: Gianandrea Mannarini; Deepak N. Subramani; Pierre F. J. Lermusiaux; Nadia Pinardi
DOI 10.1109/TITS.2019.2935614 Crossref Crossref: 35 Scopus Scopus: 38
Showing 1 to 8 of 51 publications