226 citations · 733 across the 101 of their papers we have counts for
3 papers · 1 filter
Interpretable Deep Learning applied to Plant Stress Phenotyping
Sambuddha Ghosal, David Blystone, Asheesh K. Singh +3
Availability of an explainable deep learning model that can be applied to practical real world scenarios and in turn, can consistently, rapidly and accurately identify specific and…
Hyperspectral band selection using genetic algorithm and support vector machines for early identification of charcoal rot disease in soybean
Koushik Nagasubramanian, Sarah Jones, Soumik Sarkar +3
Charcoal rot is a fungal disease that thrives in warm dry conditions and affects the yield of soybeans and other important agronomic crops worldwide. There is a need for robust, au…
Integrating optimization with thermodynamics and plant physiology for crop ideotype design
Talukder Z. Jubery, Baskar Ganapathysubramanian, Matthew E. Gilbert +1
A computational framework integrating optimization algorithms, parallel computing and plant physiology was developed to explore crop ideotype design. The backbone of the framework…