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2020 – today
- 2024
[c6]Sreeja Nag, Vinay Ravindra, Richard Levinson, Mahta Moghaddam, Kurtis Nelson, Jan Mandel, Adam K. Kochanski, Angel Farguell Caus, Amer Melebari, Archana Kannan, Ryan Ketzner:
Distributed Spacecraft with Heuristic Intelligence to Monitor Wildfire Spread for Responsive Control. IGARSS 2024: 699-703- [c5]Archana Kannan, Grigorios Tsagkatakis, Mahta Moghaddam:
Physics-Constrained Deep Learning Models for Microwave Retrieval of High-Resolution Soil Moisture. IGARSS 2024: 1478-1480 - [c4]Archana Kannan, Amer Melebari, Grigorios Tsagkatakis, Kurtis Nelson, Vinay Ravindra, Sreeja Nag, Mahta Moghaddam:
Mapping Wildfire Burned Area Using GNSS-Reflectometry in Densely Vegetated Regions with Complex Topography: A Machine Learning Approach. IGARSS 2024: 2072-2076 - 2023
- [c3]Archana Kannan, Grigorios Tsagkatakis, Mahta Moghaddam:
A New Approach for Downscaling Soil Moisture by Merging Conditional Adversarial Networks and Physics-Based Passive Microwave Retrieval. IGARSS 2023: 4867-4870 - 2022
- [c2]Archana Kannan, Grigorios Tsagkatakis, Ruzbeh Akbar, Daniel Selva, Vinay Ravindra, Richard Levinson, Sreeja Nag, Mahta Moghaddam:
Forecasting Soil Moisture Using a Deep Learning Model Integrated with Passive Microwave Retrieval. IGARSS 2022: 6112-6114 - [c1]Ruzbeh Akbar, Sam Prager, Agnelo R. Silva, Kazem Bakian-Dogaheh, Archana Kannan, Erik Hodges, Asem Melebari, Dara Entekhabi, Mahta Moghaddam:
Field Demonstrations of Spctor: Sensing Policy Controller and Optimizer. IGARSS 2022: 7725-7728
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