Research

Current Projects

Histogram Layers for Improved Target Classification

Sponsor: Massachusetts Institute of Technology Lincoln Laboratory
Role: PI: Dr. Joshua Peeples
Dates: October 2022 – Present
Students: Jarin Ritu, Amirmohammad Mohammadi, Logan Garcia, Angelina Ibarra, Bomi Adeleke, and Dhanush Shekar
Media links: MIT Lincoln Lab Project

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Multi-modal, Multi-task Data Analysis for Automated Plant Phenotyping

Sponsor: Texas A&M University AgriLife Research
Role: PI: Dr. Joshua Peeples
Dates: October 2022 – Present
Students: Fahimeh Orvati Nia, Shima Salehi, Aditya Rajiv, Nazar Oladepo, and Thanusri Aenugula
Media links: PBS Interview, Texas A&M Today, Texas Architect Cover Story

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Past Projects

3D Scene Understanding Capabilities for Remote Sensing Imagery Analysis

Sponsor: Texas A&M University System National Laboratories Office
Role: PI: Dr. Joshua Peeples
Dates: January 2025 – December 2025
Students: Shima Salehi, Atharva Agashe

Anomaly Detection in Synthetic Aperture Radar Imagery

Sponsor: Sandia National Laboratories
Role: PI: Dr. Joshua Peeples
Dates: January 2024 – September 2025
Students: Lucian Chauvin, Angelina Ibarra, Jack Gauderman, Aditya Biradar

Realizing the Full Potential of Respiratory Health Evaluation by Leveraging Machine Learning Models

Sponsor: Air Force Research Laboratory
Role: PI: Dr. Christie Sayes (Baylor University); Co-PI: Dr. Joshua Peeples
Dates: November 2023 – February 2025
Students: Jack Gauderman, Aditya Biradar, Logan Garcia, Jarin Ritu, and Bomi Adeleke