Joyce Lu Email and Phone Number
I am interested in conducting research in fluid dynamics theory and turbulent flow modeling, leveraging numerical methods and machine learning techniques. My primary focus will be on applications related to hypersonic and Urban Air Mobility technology, which present unique challenges and opportunities for innovation in aerodynamic performance, thermal management, and materials science.
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Dragonfly Mission: Cfd Research InternAnalytical Mechanics AssociatesDuluth, Ga, Us -
Researcher At Hypersonics Research Lab (Hrl)Mit Aeroastro Sep 2024 - PresentCambridge, Massachusetts, United States· Generate structured PLOT3D grids using Fidelity Pointwise with varying aft-end geometries for conic bodies· Run CFD simulations using LAURA to analyze the impact of aft-end geometry on hypersonic wake size· Evaluate CFD results to identify variations in wake temperature distributions, focusing on thermal signatures and ionization and recombination behaviors using Tecplot -
Dragonfly Mission: Cfd Research InternScience And Technology Corporation (Stc) Sep 2023 - PresentNasa Ames Research Center· Simplified CAD geometry of the Dragonfly vehicle using Rhino3D and converted it into overset and multi-block grids using Chimera Grid Tools (CGT) and OVERGRID· Ran high-fidelity blade-resolved simulations using OVERFLOW for Dragonfly’s blade geometry and compared results with low-fidelity rotor-disk simulations using Tecplot· Evaluated different blade-tip meshes to find the best way to model blade-tip loss caused by blade-tip vortices· Analyzed forces and moments acting on Dragonfly’s fuselage from rotor-fuselage interactions using blade-resolved and rotor-disk methods, comparing results to that of a rotor interacting with a wall as the worst-case scenario· Currently investigating wind-tunnel wall effects on rotor aerodynamics to explain discrepancies between CFD and Dragonfly’s wind-tunnel experimental results -
Researcher At Aerospace Controls Lab (Acl)Mit Aeroastro Feb 2023 - May 2024Cambridge, Massachusetts, United States· Built and performed maintenance on the drones used for testing multi-agent localization and Simultaneous Localization and Mapping (SLAM) systems· Created a reinforcement learning guide on GitHub for onboarding: https://github.com/jace-kun/RL-Intro.git· Implemented a multi-agent tag game using Pytorch and OpenAI Gym in order to understand the multi-agent path planning problem -
Researcher At Astrodynamics, Space Robotics, And Controls Lab (Arclab)Mit Aeroastro Feb 2023 - May 2023Cambridge, Massachusetts, United States· Utilized recent advances in artificial intelligence and machine learning for optical navigation around the Moon· Leveraged Pytorch and MIT’s super computer, SuperCloud, to train a YOLO object detection algorithm to identify craters and other features on the surface of the Moon -
Mit Rocket Team: Avionics Sub-Team MemberMassachusetts Institute Of Technology Sep 2022 - Dec 2023Cambridge, Massachusetts, United States· Assembled the avionics towers: flight computer, power distribution, camera board, telemega, batteries, etc.· Worked with Structures Sub-team to integrate the avionics towers with the rest of the rocket in preparation for launch in January 2023: https://youtu.be/qp7AeOoM4-4?si=NQ-OTh2gSC9QKmP3 -
Dragonfly Mission: Cfd Research InternNasa Ames Research Center Jun 2023 - Aug 2023Mountain View, California, United States· Generated Dragonfly rotor grids using Chimera Grid Tools (CGT) and OVERGRID· Ran CFD simulations using OVERFLOW CFD Flow Solver· Post-processed flow solutions using Tecplot360 and Python scripts -
ResearcherMit Space Telecommunications, Astronomy And Radiation Laboratory Jan 2022 - Dec 2022Cambridge, Massachusetts, United States· Investigated ways to optimize the time needed to transfer satellite data to ground stations using a network of small optical relay satellites in low earth orbit· Utilized Cesium and Python libraries, Poliastro and Astropy, to create a user-friendly satellite constellation visualizer to help researchers understand satellite systems and their corresponding actions: propulsive maneuvers, remote sensing tasks, etc. -
Mit Online Science, Technology, And Engineering Community (Mostec): Machine Learning StudentMassachusetts Institute Of Technology Jun 2020 - Dec 2020Cambridge, Massachusetts, United States· Introduced to the theoretical foundations of machine learning· Leveraging KNN, logistic regression, decision tree, random forest, SVM, linear regression, and deep learning, created algorithms able to determine the release year of given songs based on data collected from music service Spotify using Pandas and Scikit-Learn· Compared these algorithms and presented results at MOSTEC Symposium, an event facing the broader MIT community
Joyce Lu Education Details
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4.0/4.0 -
4.0 Unweighted | 4.2 Weighted
Frequently Asked Questions about Joyce Lu
What company does Joyce Lu work for?
Joyce Lu works for Analytical Mechanics Associates
What is Joyce Lu's role at the current company?
Joyce Lu's current role is Dragonfly Mission: CFD Research Intern.
What schools did Joyce Lu attend?
Joyce Lu attended Massachusetts Institute Of Technology, Georgia Institute Of Technology, Peachtree Ridge High School.
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