2 papers
physics.flu-dyn2023
Artificial Hair Sensor Placement Optimization on Airfoils for Angle of Attack Prediction
Alex C. Hollenbeck, Ramana Grandhi, John H. Hansen +1
Arrays of bioinspired artificial hair-cell airflow velocity sensors can enable flight-by-feel of small, unmanned aircraft. Natural fliers - bats, insects, and birds - have hundred…
cs.LG2023
Epistemic Modeling Uncertainty of Rapid Neural Network Ensembles for Adaptive Learning
Atticus Beachy, Harok Bae, Jose Camberos +1
Emulator embedded neural networks, which are a type of physics informed neural network, leverage multi-fidelity data sources for efficient design exploration of aerospace engineeri…