Soumik Sarkar

Publication Activity (10 Years)

Years Active: 2021-2021
Publications (10 Years): 7

Top Topics

Convolutional Neural Network

Particulate Matter

Machine Learning

Top Venues

Plant phenomics (Washington, D.C.)

Nature computational science

Scientific data

This page only lists publications with an associated author ORCID identifier.

Publications

Xian Yeow Lee, Joshua R Waite, Chih-Hsuan Yang, Balaji Sesha Sarath Pokuri, Ameya Joshi, Aditya Balu, Chinmay Hegde, Baskar Ganapathysubramanian, Soumik Sarkar
Fast inverse design of microstructures via generative invariance networks. Nature computational science 1 (3) (2021)
Margarite Jacoby, Sin Yong Tan, Gregor Henze, Soumik Sarkar
A high-fidelity residential building occupancy detection dataset. Scientific data 8 (1) (2021)
Wei Guo, Matthew E Carroll, Arti Singh, Tyson L Swetnam, Nirav Merchant, Soumik Sarkar, Asheesh K Singh, Baskar Ganapathysubramanian
UAS-Based Plant Phenotyping for Research and Breeding Applications. Plant phenomics (Washington, D.C.) 2021 (2021)
Talukder Zaki Jubery, Clayton N Carley, Arti Singh, Soumik Sarkar, Baskar Ganapathysubramanian, Asheesh K Singh
Using Machine Learning to Develop a Fully Automated Soybean Nodule Acquisition Pipeline (SNAP). Plant phenomics (Washington, D.C.) 2021 (2021)
Luis G Riera, Matthew E Carroll, Zhisheng Zhang, Johnathon M Shook, Sambuddha Ghosal, Tianshuang Gao, Arti Singh, Sourabh Bhattacharya, Baskar Ganapathysubramanian, Asheesh K Singh, Soumik Sarkar
Deep Multiview Image Fusion for Soybean Yield Estimation in Breeding Applications. Plant phenomics (Washington, D.C.) 2021 (2021)
Johnathon Shook, Tryambak Gangopadhyay, Linjiang Wu, Baskar Ganapathysubramanian, Soumik Sarkar, Asheesh K Singh
Crop yield prediction integrating genotype and weather variables using deep learning. PloS one 16 (6) (2021)
Xian Yeow Lee, Joshua R Waite, Chih-Hsuan Yang, Balaji Sesha Sarath Pokuri, Ameya Joshi, Aditya Balu, Chinmay Hegde, Baskar Ganapathysubramanian, Soumik Sarkar
Fast inverse design of microstructures via generative invariance networks. Nature computational science 1 (3) (2021)