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Research
Listed below are publications and posters.
In Review
Rendering, Replicating, and Adapting Human Motions on a Cable Robot for Artistic Painting
PhD Thesis (2024, in press)
Gerry Chen
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PDF
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Slides (pptx)
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Slides (pdf)
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Defense Recording
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TEDx Talk
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TEDx Talk (ASL translation)
]
Your browser does not support the video tag.
Hyperspectral Neural Radiance Fields
2025 International Conference on 3D Vision (3DV) (in review)
Gerry Chen
, Sunil Kumar Narayanan, Thomas Gautier Ottou, Benjamin Missaoui, Harsh Muriki, Cédric Pradalier, and Yongsheng Chen
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PDF
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arXiv
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website
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Supplemental PDF
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Conference Proceedings / Journal Articles
Architectural-Scale Artistic Brush Painting with a Hybrid Cable Robot
2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (2024, in press)
Gerry Chen
, Tristan Al-Haddad, Frank Dellaert, and Seth Hutchinson
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PDF
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Video
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arXiv
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website
] [
Video 2
]
Dynamics-Aware Trajectory Generation for Artistic Painting using Diffusion
2024 RSS Workshop: Generative Modeling meets HRI (GenAI-HRI) (2024, in press)
Gerry Chen
, Frank Dellaert, and Seth Hutchinson
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PDF
] [
Poster
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Live Demo
]
Generalizing Trajectory Retiming to Quadratic Objective Functions
2024 IEEE International Conference on Robotics and Automation (ICRA) (2024)
Gerry Chen
, Frank Dellaert, and Seth Hutchinson
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PDF
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Poster
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DOI
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arXiv
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Code
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Video
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Video (Abbreviated)
]
A Hybrid Cable-Driven Robot for Non-Destructive Leafy Plant Monitoring and Mass Estimation using Structure from Motion
2023 IEEE International Conference on Robotics and Automation (ICRA) (2023)
Gerry Chen
, Harsh Muriki, Cédric Pradalier, Yongsheng Chen, and Frank Dellaert
[
PDF
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Poster
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Video
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DOI
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arXiv
]
Constraint Manifolds for Robotic Inference and Planning
2023 IEEE International Conference on Robotics and Automation (ICRA) (2023)
Yetong Zhang, Fan Jiang,
Gerry Chen
, Varun Agrawal, Adam Rutkowski, and Frank Dellaert
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PDF
] [
DOI
]
Locally Optimal Estimation and Control of Cable Driven Parallel Robots using Time Varying Linear Quadratic Gaussian Control
2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (2022)
Gerry Chen
, Seth Hutchinson, Frank Dellaert
[
PDF
] [
Video
] [
DOI
] [
arXiv
]
Efficient Range-Constrained Manifold Optimization with Application to Cooperative Navigation
2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (2022)
Yetong Zhang,
Gerry Chen
, Adam Rutkowski, Frank Dellaert
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Video
] [
DOI
]
GTGraffiti: Spray Painting Graffiti Art from Human Painting Motions with a Cable Driven Parallel Robot
IEEE International Conference on Robotics and Automation (ICRA) (2022)
Gerry Chen
, Sereym Baek, Juan-Diego Florez, Wanli Qian, Sang-won Leigh, Seth Hutchinson, and Frank Dellaert
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PDF
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Poster
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Video
] [
DOI
] [
arXiv
] [
Video 2
] [
TEDxAtlanta
] [
TEDxAtlanta (ASL translation)
] [
VICE
] [
ASME
] [
TechXplore
] [
ZME Science
] [
ACM communications
] [
Arduino
] [
WSB-TV
] [
ANF
] [
research.gatech.edu
] [
dailystar.co.uk
] [
News8Plus
] [
Illinois USA News
] [
Engineering 360
] [
geektech
] [
newsfounded
]
Dynamically Controlled Environment Agriculture: Integrating Machine Learning and Mechanistic and Physiological Models for Sustainable Food Cultivation
ACS ES&T Engineering (2021)
Abigail Cohen,
Gerry Chen
, Eli Berger, Sushmita Warrier, Guanghui Lan, Emily Grubert, Frank Dellaert, and Yongsheng Chen
[
DOI
]
Equality Constrained Linear Optimal Control With Factor Graphs
IEEE International Conference on Robotics and Automation (ICRA) (2021)
Shuo Yang,
Gerry Chen
, Yetong Zhang, Howie Choset, and Frank Dellaert
[
PDF
] [
DOI
] [
arXiv
]
A High-Frequency Pulsating DC-Link for Electric Vehicle Drives with Reduced Losses
IECON 2021 – 47th Annual Conference of the IEEE Industrial Electronics Society (2021)
Zhongxi Li, Aobo Yang,
Gerry Chen
, Zhiyong Zeng, Angel Peterchev, Stefan Goetz
[
DOI
]
A Study of Energy Losses in the World's Most Fuel-Efficient Vehicle
IEEE Vehicle Power and Propulsion Conference (VPPC) (2019)
Patrick Grady,
Gerry Chen
, Shomik Verma, Aniruddh Marellapudi, Nico Hotz
[
PDF
] [
DOI
]
Robot Button Pressing in Human Environments
IEEE International Conference on Robotics and Automation (ICRA) (2018)
Fan Wang*,
Gerry Chen
*, Kris Hauser
[
PDF
] [
DOI
]
Patents
Tool for offline perception component evaluation
Zoox, Inc. (2023)
Michael Carsten Bosse,
Gerry Chen
, Subhasis Das, Francesco Papi, Zachary Sun
[
US-11782815-B2
] [
WO-2023/141023-A1
] [
PDF
]
Unpublished
Rendering, Replicating, and Adapting Human Motions on a Cable Robot for Artistic Painting
PhD Thesis Proposal (2023)
Gerry Chen
[
PDF
]
Your browser does not support the video tag.
Hyper-NeRF: Hyperspectral Neural Radiance Fields with Continuous Radiance and Transparency Spectra
In Revision (2023)
Gerry Chen
, Harsh Muriki, Benjamin Missaoui, Yongsheng Chen, Cédric Pradalier
[
PDF
] [
Supplemental PDF
] [
Supplemental Zip
]
Towards Hyperspectral 3D Reconstruction for Non-destructive Plant Nutrient Analysis
CS8751 Class Deliverable (2022)
Gerry Chen
, Yongsheng Chen, Cédric Pradalier
[
PDF
] [
Poster
]
Non-Destructive Plant Analysis Using Structure from Motion and a Cable Driven Parallel Robot
CS8750 Class Deliverable (2022)
Gerry Chen
, Frank Dellaert, Yongsheng Chen
[
PDF
] [
Poster
] [
pptx
]
diffvg+CLIP: Generating Painting Trajectories from Text
CS7643 Class Final Project (2021)
Gerry Chen
, Alice Dumay, Mengyi Tang
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PDF
] [
pptx
] [
Video
]
An Electric Vehicle with Novel Powertrain
Duke University ECE Dept (2019)
Gerry Chen
, Zhongxi Li, Stefan Goetz, Angel Peterchev
[
PDF
] [
Slides
]
Automotive Application of an Advanced Power Conversion for Brushless Motor Control
Duke University ECE Dept (2019)
Gerry Chen
, Zhongxi Li, Carol Xia, Raj Borra, Sam Osheroff, Stefan Goetz, Angel Peterchev
Contact me for further information.
Automotive Application of an Advanced Power Conversion for Brushless Motor Control
Duke University ECE Dept (2018)
Gerry Chen
, Zhongxi Li, Carol Xia, Raj Borra, Sam Osheroff, Angel Peterchev, Stefan Goetz
Contact me for further information.
Design and optimization of the hydrogen fuel cell drivetrain of the world’s most fuel-efficient vehicle
Duke University Energy Conference (2018)
Gerry Chen
, Shomik Verma, Josiah Knight, Nico Hotz
[
Poster
] [
pptx
]
Optimizing the operational efficiency of a PEM hydrogen fuel cell for applications in a hybrid electric vehicle
Duke University Energy Conference (2017)
Gerry Chen
, Shomik Verma, Patrick Grady, Nico Hotz, Josiah Knight
[
Poster
] [
pptx
]
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