An explainable deep machine vision framework for plant stress phenotyping von Ghosal, Sambuddha, Blystone, David, Singh, Asheesh K., Ganapathysubramanian, Baskar, Singh, Arti, Sarkar, Soumik

Volltext

Machine Learning for High-Throughput Stress Phenotyping in Plants von Singh, Arti, Ganapathysubramanian, Baskar, Singh, Asheesh Kumar, Sarkar, Soumik

Volltext

Crop yield prediction integrating genotype and weather variables using deep learning von Shook, Johnathon, Gangopadhyay, Tryambak, Wu, Linjiang, Ganapathysubramanian, Baskar, Sarkar, Soumik, Singh, Asheesh K

Volltext

Plant disease identification using explainable 3D deep learning on hyperspectral images von Nagasubramanian, Koushik, Jones, Sarah, Singh, Asheesh K, Sarkar, Soumik, Singh, Arti, Ganapathysubramanian, Baskar

Volltext

Machine Learning Approach for Prescriptive Plant Breeding von Parmley, Kyle A., Higgins, Race H., Ganapathysubramanian, Baskar, Sarkar, Soumik, Singh, Asheesh K.

Volltext

A deep learning framework to discern and count microscopic nematode eggs von Akintayo, Adedotun, Tylka, Gregory L., Singh, Asheesh K., Ganapathysubramanian, Baskar, Singh, Arti, Sarkar, Soumik

Volltext

Hydrogel-based transparent soils for root phenotyping in vivo von Ma, Lin, Shi, Yichao, Siemianowski, Oskar, Yuan, Bin, Egner, Timothy K., Mirnezami, Seyed Vahid, Lind, Kara R., Ganapathysubramanian, Baskar, Venditti, Vincenzo, Cademartiri, Ludovico

Volltext

Genome-wide association analysis of seedling root development in maize (Zea mays L.) von Pace, Jordon, Gardner, Candice, Romay, Cinta, Ganapathysubramanian, Baskar, Lübberstedt, Thomas

Volltext

A Case Study of Deep Reinforcement Learning for Engineering Design: Application to Microfluidic Devices for Flow Sculpting von Lee, Xian Yeow, Balu, Aditya, Stoecklein, Daniel, Ganapathysubramanian, Baskar, Sarkar, Soumik

Volltext

An octree-based immersogeometric approach for modeling inertial migration of particles in channels von Xu, Songzhe, Gao, Boshun, Lofquist, Alec, Fernando, Milinda, Hsu, Ming-Chen, Sundar, Hari, Ganapathysubramanian, Baskar

Volltext

A framework for parametric design optimization using isogeometric analysis von Herrema, Austin J., Wiese, Nelson M., Darling, Carolyn N., Ganapathysubramanian, Baskar, Krishnamurthy, Adarsh, Hsu, Ming-Chen

Volltext

Hyperspectral band selection using genetic algorithm and support vector machines for early identification of charcoal rot disease in soybean stems von Nagasubramanian, Koushik, Jones, Sarah, Sarkar, Soumik, Singh, Asheesh K, Singh, Arti, Ganapathysubramanian, Baskar

Volltext

A real-time phenotyping framework using machine learning for plant stress severity rating in soybean von Naik, Hsiang Sing, Zhang, Jiaoping, Lofquist, Alec, Assefa, Teshale, Sarkar, Soumik, Ackerman, David, Singh, Arti, Singh, Asheesh K, Ganapathysubramanian, Baskar

Volltext

Electronic, redox, and optical property prediction of organic π-conjugated molecules through a hierarchy of machine learning approaches von Bhat, Vinayak, Sornberger, Parker, Pokuri, Balaji Sesha Sarath, Duke, Rebekah, Ganapathysubramanian, Baskar, Risko, Chad

Volltext

Predicting county-scale maize yields with publicly available data von Jiang, Zehui, Liu, Chao, Ganapathysubramanian, Baskar, Hayes, Dermot J., Sarkar, Soumik

Volltext

Immersogeometric analysis of moving objects in incompressible flows von Xu, Songzhe, Xu, Fei, Kommajosula, Aditya, Hsu, Ming-Chen, Ganapathysubramanian, Baskar

Volltext

UAS-Based Plant Phenotyping for Research and Breeding Applications von Guo, Wei, Carroll, Matthew E, Singh, Arti, Swetnam, Tyson L, Merchant, Nirav, Sarkar, Soumik, Singh, Asheesh K, Ganapathysubramanian, Baskar

Volltext

Analysis of maize (Zea mays L.) seedling roots with the high-throughput image analysis tool ARIA (Automatic Root Image Analysis) von Pace, Jordon, Lee, Nigel, Naik, Hsiang Sing, Ganapathysubramanian, Baskar, Lübberstedt, Thomas

Volltext

Out-of-plane faradaic ion concentration polarization: stable focusing of charged analytes at a three-dimensional porous electrode von Berzina, Beatrise, Kim, Sungu, Peramune, Umesha, Saurabh, Kumar, Ganapathysubramanian, Baskar, Anand, Robbyn K

Volltext

A graph based approach to model charge transport in semiconducting polymers von Noruzi, Ramin, Lim, Eunhee, Pokuri, Balaji Sesha Sarath, Chabinyc, Michael L., Ganapathysubramanian, Baskar

Volltext