Crop yield prediction integrating genotype and weather variables using deep learning J Shook, T Gangopadhyay, L Wu, B Ganapathysubramanian, S Sarkar, ... Plos one 16 (6), e0252402, 2021 | 123 | 2021 |
Deep multiview image fusion for soybean yield estimation in breeding applications LG Riera, ME Carroll, Z Zhang, JM Shook, S Ghosal, T Gao, A Singh, ... Plant Phenomics, 2021 | 39 | 2021 |
Meta-GWAS for quantitative trait loci identification in soybean JM Shook, J Zhang, SE Jones, A Singh, BW Diers, AK Singh G3 11 (7), jkab117, 2021 | 34 | 2021 |
High-throughput phenotyping in soybean AK Singh, A Singh, S Sarkar, B Ganapathysubramanian, W Schapaugh, ... High-throughput crop phenotyping, 129-163, 2021 | 22 | 2021 |
Deploying Fourier coefficients to unravel soybean canopy diversity TZ Jubery, J Shook, K Parmley, J Zhang, HS Naik, R Higgins, S Sarkar, ... Frontiers in plant science 7, 2066, 2017 | 18 | 2017 |
Integrating genotype and weather variables for soybean yield prediction using deep learning J Shook, L Wu, T Gangopadhyay, B Ganapathysubramanian, S Sarkar, ... bioRxiv, 331561, 2018 | 12 | 2018 |
Deep time series attention models for crop yield prediction and insights T Gangopadhyay, J Shook, AK Singh, S Sarkar NeurIPS Workshop on Machine Learning and the Physical Sciences, 2019 | 9 | 2019 |
Integrating genotype and weather variables for soybean yield prediction using deep learning. bioRxiv JM Shook, L Wu, T Gangopadhyay, B Ganapathysubramanian, S Sarkar, ... | 6 | 2018 |
PATRIOT: A pipeline for tracing identity-by-descent for chromosome segments to improve genomic prediction in self-pollinating crop species JM Shook, D Lourenco, AK Singh Frontiers in plant science 12, 676269, 2021 | 4 | 2021 |
Interpreting the impact of weather on crop yield using attention T Gangopadhyay, J Shook, AK Singh, S Sarkar NeurIPS Workshop on AI for Earth Sciences, NeurIPS, 2020 | 3 | 2020 |
Predicting Soybean Seed Composition Using Field Trials Data Spanning over 21 US States during 20 Years M Chiozza, J Shook, AK Singh, F Miguez ASA, CSSA, SSSA International Annual Meeting, 2023 | | 2023 |
Research Article Deep Multiview Image Fusion for Soybean Yield Estimation in Breeding Applications LG Riera, ME Carroll, Z Zhang, JM Shook, S Ghosal, T Gao, A Singh, ... | | 2021 |
Deep Multiview Image Fusion for Soybean Yield Estimation in Breeding Applications A Singh, M Carroll, Z Zhang, J Shook, S Ghosal, T Gao, ... | | 2021 |
Predictive Analysis of Soybean (Glycine max) Phenotypes J Shook Iowa State University, 2021 | | 2021 |
Crop Yield Prediction Integrating Genotype and Weather Variables Using Deep Learning A Singh, J Shook, T Gangopadhyay, L Wu, B Ganapathysubramanian, ... | | 2020 |
Integrating genotype and weather variables for soybean yield prediction using deep learning A Singh, L Wu, T Gangopadhyay, B Ganapathysubramanian | | 2018 |
Deploying Fourier Coefficients to Unravel Soybean Canopy Diversity A Singh, T Jubery, J Shook, K Parmley, J Zhang, H Naik, ... | | 2017 |