9 condition-monitoring-machine-learning Postdoctoral positions at National Aeronautics and Space Administration (NASA)

Physics Informed Machine Learning for Space Power System Diagnostics and Control

National Aeronautics and Space Administration (NASA) | Cleveland, Ohio | United States | about 5 hours ago

such as electrical power. Recent advances in machine learning present new opportunities to enhance the level of fault management and control in NASA's future power system applications. This work aims to

A Next-Generation Wildfire Risk Assessment System: Integrating Satellite Data, Deep Learning, and Advanced Statistical Analytics

National Aeronautics and Space Administration (NASA) | Pasadena, California | United States | about 5 hours ago

on the principle that by integrating high-resolution Earth observation (EO) data from NASA with state-of-the-art machine learning, we can produce a more accurate, dynamic, and actionable measure of wildfire risk

Pre-Fire Burnable Material Assessment and Post-Fire Damage Assessment from Multi-Sensor Remote Sensing

National Aeronautics and Space Administration (NASA) | Pasadena, California | United States | about 5 hours ago

, repeatable coverage of fire-prone regions. When combined with modern statistical and machine-learning approaches, these data enable robust mapping of fuels, assessment of burn severity, estimation of biomass

Astrodynamics Applications of Artificial Intelligence

National Aeronautics and Space Administration (NASA) | Pasadena, California | United States | about 5 hours ago

. Description: The research for this position will focus on the application of artificial intelligence and machine learning to solving complex trajectory design problems.  Specific applications will focus on tour

Operational Concepts and Technology Development for Passive Radar Sounding

National Aeronautics and Space Administration (NASA) | Pasadena, California | United States | about 5 hours ago

interpretation under realistic planetary conditions. Projects may include the design and maturation of new passive radar technologies, the development of signal processing and data analysis methods, and the

Optical Plasma Diagnostics for Inductively Coupled Plasma (ICP) Material Testing and MHD Jet Stability

National Aeronautics and Space Administration (NASA) | Fields Landing, California | United States | about 5 hours ago

. Description: A new inductively coupled plasma (ICP) jet experiment has been developed for studying spacecraft material catalycity under reentry-relevant conditions and basic physics relevant to arcjet

Asteroid observational studies

National Aeronautics and Space Administration (NASA) | Greenbelt, Maryland | United States | about 5 hours ago

. Eligibility is currently open to: U.S. Citizens; U.S. Lawful Permanent Residents (LPR); Foreign Nationals eligible for an Exchange Visitor J-1 visa status; and, Applicants for LPR, asylees, or refugees in

Fiber Modeling for Thermal Protection Materials

National Aeronautics and Space Administration (NASA) | Fields Landing, California | United States | about 5 hours ago

successfully predict thermo-chemical performance of thermal protection materials under designed conditions. However, what if there is a change in the components, unexpected defects occur in the article, or a new

Federated Communications Relays for Deep Space Exploration

National Aeronautics and Space Administration (NASA) | Pasadena, California | United States | about 5 hours ago

Residents (LPR); Foreign Nationals eligible for an Exchange Visitor J-1 visa status; and, Applicants for LPR, asylees, or refugees in the U.S. at the time of application with 1) a valid EAD card and 2) I-485