Computational Fluids and Aerodynamics Laboratory
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completed2025–2026

Real-Time Prediction of Helicopter Flight in Ship Airwake

Real-time simulation methods for predicting helicopter flight dynamics operating within the turbulent airwake behind a ship superstructure, supporting safer shipboard rotorcraft operations.

Sponsor
Navy (Phase I SBIR)
Funding
$140,000 (+$100,000 option)
Collaborators
The Pennsylvania State University

Team

AT

Ph.D. Candidate (M.S. to Ph.D. track)

Andres Torres

Lattice Boltzmann methods (LBM) for real-time CFD

Related Publications

2026

Physics-Informed Neural Networks for Real-Time, Micro-scale Atmospheric Flow Prediction

S Sarker, B Cavainolo, M Kinzel

AIAA SCITECH 2026 Forum, 1933, 2026

2026

A Study of Physics-Informed Neural Networks applied to Real-Time Atmospheric Flow Estimation for Glider Flight Planning

S Sarker, BA Cavainolo, JJ Bird, M Berk, MP Kinzel

2019

Coupled simulations of atmospheric turbulence-modified ship airwakes and helicopter flight dynamics

R Thedin, MP Kinzel, JF Horn, S Schmitz

Journal of Aircraft 56 (2), 812-824, 2019

2018

Simulation of a Helicopter-Ship Dynamic Interface Using Offline Database of Atmospheric Turbulence-Modified Airwake

R Thedin, M Kinzel, S Schmitz

Vertical Flight Society 74th Annual Forum and Technology Display, 2018

2018

An evaluation of the effects of resolved shear-driven atmospheric turbulence on ship airwakes

R Thedin, MP Kinzel, S Schmitz

Journal of the American Helicopter Society 63 (2), 1-16, 2018

2017

High-Fidelity Simulations of the Interaction of Atmospheric Turbulence with Ship Airwakes

R Thedin, M Kinzel, S Schmitz

Vertical Flight Society 73rd Annual Forum and Technology Display, 2017

2017

Numerical study of ship airwake characteristics immersed in atmospheric boundary-layer flow

R Thedin, M Kinzel, S Schmitz

APS Division of Fluid Dynamics Meeting Abstracts, F39. 005, 2017