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Baskar Ganapathysubramanian
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Machine learning for high-throughput stress phenotyping in plants
A Singh, B Ganapathysubramanian, AK Singh, S Sarkar
Trends in plant science 21 (2), 110-124, 2016
6522016
Sparse grid collocation schemes for stochastic natural convection problems
B Ganapathysubramanian, N Zabaras
Journal of Computational Physics 225 (1), 652-685, 2007
5042007
Deep learning for plant stress phenotyping: trends and future perspectives
AK Singh, B Ganapathysubramanian, S Sarkar, A Singh
Trends in plant science 23 (10), 883-898, 2018
3242018
An explainable deep machine vision framework for plant stress phenotyping
S Ghosal, D Blystone, AK Singh, B Ganapathysubramanian, A Singh, ...
Proceedings of the National Academy of Sciences 115 (18), 4613-4618, 2018
3182018
Engineering fluid flow using sequenced microstructures
H Amini, E Sollier, M Masaeli, Y Xie, B Ganapathysubramanian, HA Stone, ...
Nature communications 4 (1), 1-8, 2013
1772013
Computationally efficient solution to the Cahn–Hilliard equation: Adaptive implicit time schemes, mesh sensitivity analysis and the 3D isoperimetric problem
O Wodo, B Ganapathysubramanian
Journal of Computational Physics 230 (15), 6037-6060, 2011
1672011
Genome-wide association analysis of seedling root development in maize (Zea mays L.)
BGTL Jordon Pace, Candice Gardner, Cinta Romay
BMC Genomics 16 (47), 2015
1402015
Modeling diffusion in random heterogeneous media: Data-driven models, stochastic collocation and the variational multiscale method
B Ganapathysubramanian, N Zabaras
Journal of Computational Physics 226 (1), 326-353, 2007
1352007
Plant disease identification using explainable 3D deep learning on hyperspectral images
K Nagasubramanian, S Jones, AK Singh, S Sarkar, A Singh, ...
Plant methods 15 (1), 1-10, 2019
1292019
A real-time phenotyping framework using machine learning for plant stress severity rating in soybean
HS Naik, J Zhang, A Lofquist, T Assefa, S Sarkar, D Ackerman, A Singh, ...
Plant methods 13 (1), 1-12, 2017
1282017
Modeling morphology evolution during solvent-based fabrication of organic solar cells
O Wodo, B Ganapathysubramanian
Computational Materials Science 55, 113-126, 2012
1212012
Enhanced charge separation in organic photovoltaic films doped with ferroelectric dipoles
KS Nalwa, JA Carr, RC Mahadevapuram, HK Kodali, S Bose, Y Chen, ...
Energy & Environmental Science 5 (5), 7042-7049, 2012
1192012
A scalable framework for the solution of stochastic inverse problems using a sparse grid collocation approach
N Zabaras, B Ganapathysubramanian
Journal of Computational Physics 227 (9), 4697-4735, 2008
1162008
Vertical phase separation in small molecule: polymer blend organic thin film transistors can be dynamically controlled
K Zhao, O Wodo, D Ren, HU Khan, MR Niazi, H Hu, M Abdelsamie, R Li, ...
Advanced Functional Materials 26 (11), 1737-1746, 2016
1102016
A weakly supervised deep learning framework for sorghum head detection and counting
S Ghosal, B Zheng, SC Chapman, AB Potgieter, DR Jordan, X Wang, ...
Plant Phenomics 2019, 2019
972019
Nanoscale control of internal inhomogeneity enhances water transport in desalination membranes
TE Culp, B Khara, KP Brickey, M Geitner, TJ Zimudzi, JD Wilbur, SD Jons, ...
Science 371 (6524), 72-75, 2021
902021
Hyperspectral band selection using genetic algorithm and support vector machines for early identification of charcoal rot disease in soybean stems
K Nagasubramanian, S Jones, S Sarkar, AK Singh, A Singh, ...
Plant methods 14 (1), 1-13, 2018
882018
Analysis of Maize (Zea mays L.) Seedling Roots with the High-Throughput Image Analysis Tool ARIA (Automatic Root Image Analysis)
J Pace, N Lee, HS Naik, B Ganapathysubramanian, T Lübberstedt
PLoS One 9 (9), e108255, 2014
872014
Computer vision and machine learning for robust phenotyping in genome-wide studies
J Zhang, HS Naik, T Assefa, S Sarkar, RV Reddy, A Singh, ...
Scientific Reports 7 (1), 1-11, 2017
812017
A non-linear dimension reduction methodology for generating data-driven stochastic input models
B Ganapathysubramanian, N Zabaras
Journal of Computational Physics 227 (13), 6612-6637, 2008
792008
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Articles 1–20