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

Volltext

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

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

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

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

Volltext

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

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

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

How do evaporating thin films evolve? Unravelling phase-separation mechanisms during solvent-based fabrication of polymer blends von Wodo, Olga, Ganapathysubramanian, Baskar

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

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

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

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

Computational investigation of the impact of glass flexure on thermal efficiency of double-pane windows von Xu, Songzhe, 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

Polarized X-ray scattering measures molecular orientation in polymer-grafted nanoparticles von Mukherjee, Subhrangsu, Streit, Jason K., Gann, Eliot, Saurabh, Kumar, Sunday, Daniel F., Krishnamurthy, Adarsh, Ganapathysubramanian, Baskar, Richter, Lee J., Vaia, Richard A., DeLongchamp, Dean M.

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

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 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

Shape design for stabilizing microparticles in inertial microfluidic flows von Kommajosula, Aditya, Stoecklein, Daniel, Di Carlo, Dino, Ganapathysubramanian, Baskar

Volltext