Shreyas Banaji

High school senior at Flint Hill School.

Selected Projects

Dimensionally Accurate Part Modeling
Shreyas Banaji
July 2022 - August 2022
3D modeling
sUAS
Robotics
Quadcopter

As part of the update of our sUAS quadcopter airframe model, I created new, detailed, and dimensionally accurate 3D models of components on our craft, Spirit XII. These components include our motors, propellers, batteries, and power distribution board.

Super-Resolution Generative Adversarial Neural Network using TensorFlow and Keras
Shreyas Banaji, 
Aria Qi, 
Hudson Eaton
February 2022 - March 2022
Neural Network
Super-Resolution
Multivariable Calculus
TensorFlow
Keras

Super-Resolution Generative Adversarial Network created using Tensorflow and Keras as part of a neural networks group project in Multivariable Calculus. The SRGAN model was created and trained by us, over a period of three weeks. This code is designed to run on an M1 chip.

Selected Publications

Asynchronous object-oriented approach to the automation of the 0.8-meter George Mason University campus telescope in Python
Michael Reefe, 
Owen Alfaro, 
Shawn Foster, 
Peter Plavchan, 
Nick Pepin, 
Vedhas Banaji, 
Monica Vidaurri, 
Scott Webster, 
Shreyas Banaji, 
John Berberian, 
Michael Bowen, 
Sudhish Chimaladinne, 
Kevin Collins, 
Deven Combs, 
Kevin Eastridge, 
...
Jun 28th 2022
Telescopes
Stars
Calibration
Observatories
Exoplanets
Cameras
Charged-coupled devices
Mirrors
Image filtering
Signal to noise ratio

We present a unique implementation of Python coding in an asynchronous object-oriented programming (OOP) framework to fully automate the process of collecting data with the George Mason University (GMU) Observatory’s 0.8-meter telescope. The goal of this project is to perform automated follow-up observations for the Transiting Exoplanet Survey Satellite (TESS) mission, while still allowing for hum ...

pdf
website
The Little Ice Age, NASA, Colonial Virginia, and the Conundrum of Anomalous Weather Conditions
Shreyas Banaji
Dec 1st 2022
Little Ice Age
Glacial Melt
Lost Colony
Roanoke
Reforestation
Deforestation
Volcanoes

The relevance of what has been termed as “The Little Ice Age” and its effect on the two earliest English settlements at both Jamestown and the “Lost” Colony of Roanoke in present-day coastal Virginia are still being widely discussed within the scientific community. Recent NASA surveillance findings concerning the events surrounding temperature anomalies at that time, how these affected the Earth’s ...

pdf
website

Selected Conferences

A Flexible Python Observatory Automation Framework for the George Mason University Campus Telescope
Michael Reefe, 
Alfaro Owen, 
Shawn Foster, 
Peter Plavchan, 
Nick Pepin, 
Monica Vidaurri, 
Kevin Collins, 
Justin Wittrock, 
Patrick Newman, 
Mary Jimenez, 
Michael Bowen, 
Kevin Eastridge, 
Taylor Ellingsen, 
Deven Combs, 
John Berberian, 
Natasha Latouf, 
Caitlin Stibbards, 
David Vermilion, 
Kingsley Kim, 
Sudhish Chimaladinne, 
Shreyas Banaji
Jul 19th 2021
TESS Science Conference II
Exoplanets
Software Automation

We present a unique implementation of python coding in an asynchronous object-oriented framework to fully automate the process of collecting data with the George Mason University Observatory’s 0.8-meter telescope. The goal of this project is to streamline the process of collecting research data and monitoring weather, most often for follow-up observations for the TESS mission. We have automated sl ...

pdf
website
Methods of Data Analysis on TESS Observations
Kingsley Kim, 
Kevin Collins, 
Justin Wittrock, 
Michael Bowen, 
Alfaro Owen, 
Michael Reefe, 
Sudhish Chimaladinne, 
Kevin Eastridge, 
Caitlin Stibbards, 
Deven Combs, 
John Berberian, 
Mary Jimenez, 
Patrick Newman, 
David Vermilion, 
Srihan Kotana, 
Shreyas Banaji, 
Natasha Latouf, 
Mohammed El Mufti, 
Peter Plavchan
Jul 20th 2021
TESS Science Conference II
Exoplanets

We present follow-up observations of TESS targets conducted by our research group at George Mason University. Targets were observed nightly through a 0.8m telescope, and chosen through the SG1 TESS Transit Finder. Using AstroImageJ, a software package for image processing, our team reduced, platesolved and performed aperture photometry on images of targets. Apertures were chosen through accounting ...

pdf
website
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