Supervised vs. Unsupervised Learning for Operator State Modeling in Unmanned Vehicle Settings
Neural-Network-Inspired Machine Learning for Autonomous Lunar Targeting
Application of the Shortest-Path Problem to Routing Terminal Airspace Air Traffic
Temporarily Captured Asteroids as a Pathway to Affordable Asteroid Retrieval Missions
Local Reduced-Order Modeling and Iterative Sampling for Parametric Analyses of Aero-Icing Problems
Real-Time Regional Jet Comprehensive Aeroicing Analysis via Reduced-Order Modeling
Real-Time Computation of Safe Input Sequences for Unmanned Aerial Vehicles
Radial Basis Function Artificial Neural-Network-Inspired Numerical Solver
Minimum-Time Attitude Control of Deformable Solar Sails with Model Uncertainty
Machine-Learning-Augmented Predictive Modeling of Turbulent Separated Flows over Airfoils
Decision Tree– and Random Forest–Based Novel Unsteady Aerodynamics Modeling Using Flight Data
Common Proper Orthogonal Decomposition-Based Spatiotemporal Emulator for Design Exploration
Autonomous Flightworthiness Determination for Modular Vertical Lift Vehicles
Dual-Input/Single-Output Extremum-Seeking System for Jet Control
Machine Learning Approach for Identification of Microstructure–Process Linkages
Deep Learning Methods for Reynolds-Averaged Navier–Stokes Simulations of Airfoil Flows
Inverse Design of Airfoil Using a Deep Convolutional Neural Network
Modal Analysis of Fluid Flows: Applications and Outlook
Book Review: Matrix Methods: Applied Linear Algebra and Sabermetrics
Machine Learning Reinforced Crystal Plasticity Modeling Under Experimental Uncertainty
Learning Physics-Based Reduced-Order Models for a Single-Injector Combustion Process
Defect Diagnosis in Solid Rocket Motors Using Sensors and Deep Learning Networks
Reduced-Order Modeling for Dynamic Mode Decomposition Without an Arbitrary Sparsity Parameter
Journal of Aerospace Information Systems 2020 Year-End Review
Application of Artificial Neural Networks to Stochastic Estimation and Jet Noise Modeling
Enabling Limited Resource-Bounded Disjunction in Scheduling
Data-Driven Image Processing for Onboard Optical Navigation Around a Binary Asteroid
Database Development and Component Design with Two-Dimensional Trusslike Microstructures
Efficient Model Updating Method for System Identification Using a Convolutional Neural Network
Machine Learning Gyro Calibration Method Based on Attitude Estimation
Noise-Suppressed Temperature Measurement Based on Machine Learning in a Scramjet Combustor
Filtered Integral Formulation of the Sparse Model Identification Problem
Hybrid Learning Approach to Sensor Fault Detection with Flight Test Data
Machine-Learning-Based Surrogate Modeling of Aerodynamic Flow Around Distributed Structures
Journal of Aerospace Information Systems 2021 Year-End Review
Collective Sensitivity of Artificial Hair Sensors to Flow Direction
Adaptive Real-Time Clustering Method for Dynamic Visual Tracking of Very Flexible Wings
Fully Bayesian Human–Machine Data Fusion for Robust Online Dynamic Target Characterization
Multiclass Multiple-Instance Learning for Predicting Precursors to Aviation Safety Events
Application of Machine Learning to the Analysis and Assessment of Airport Operations
Monocular Relative Pose Estimation Pipeline for Uncooperative Resident Space Objects
Verification of Image-Based Neural Network Controllers Using Generative Models