Soon-Jo Chung

Soon-Jo Chung

California Institute of Technology

H-index: 48

North America-United States

About Soon-Jo Chung

Soon-Jo Chung, With an exceptional h-index of 48 and a recent h-index of 39 (since 2020), a distinguished researcher at California Institute of Technology, specializes in the field of Autonomy, Aerial Robotics, Space Systems, Spacecraft Formation Flying, Nonlinear Control.

His recent articles reflect a diverse array of research interests and contributions to the field:

Autonomous multi-purpose heavy-lift VTOL

RGB-X Object Detection via Scene-Specific Fusion Modules

Online Policy Optimization in Unknown Nonlinear Systems

Learning-Based Minimally-Sensed Fault-Tolerant Adaptive Flight Control

CART: Caltech Aerial RGB-Thermal Dataset in the Wild

Generalizability Under Sensor Failure: Tokenization+ Transformers Enable More Robust Latent Spaces

SPAMMM-Solar Powered Array for Melting Materials on the Moon

Unsupervised rgb-to-thermal domain adaptation via multi-domain attention network

Soon-Jo Chung Information

University

Position

Bren Professor of Aerospace and Control & Dynamical Systems at ; JPL Research Scientist

Citations(all)

8452

Citations(since 2020)

5454

Cited By

4871

hIndex(all)

48

hIndex(since 2020)

39

i10Index(all)

137

i10Index(since 2020)

106

Email

University Profile Page

Google Scholar

Soon-Jo Chung Skills & Research Interests

Autonomy

Aerial Robotics

Space Systems

Spacecraft Formation Flying

Nonlinear Control

Top articles of Soon-Jo Chung

Title

Journal

Author(s)

Publication Date

Autonomous multi-purpose heavy-lift VTOL

2024/2/6

RGB-X Object Detection via Scene-Specific Fusion Modules

Sri Aditya Deevi

Connor Lee

Lu Gan

Sushruth Nagesh

Gaurav Pandey

...

2024

Online Policy Optimization in Unknown Nonlinear Systems

arXiv preprint arXiv:2404.13009

Yiheng Lin

James A Preiss

Fengze Xie

Emile Anand

Soon-Jo Chung

...

2024/4/19

Learning-Based Minimally-Sensed Fault-Tolerant Adaptive Flight Control

IEEE Robotics and Automation Letters

Michael O'Connell

Joshua Cho

Matthew Anderson

Soon-Jo Chung

2024/4/16

CART: Caltech Aerial RGB-Thermal Dataset in the Wild

arXiv preprint arXiv:2403.08997

Connor Lee

Matthew Anderson

Nikhil Raganathan

Xingxing Zuo

Kevin Do

...

2024/3/13

Generalizability Under Sensor Failure: Tokenization+ Transformers Enable More Robust Latent Spaces

arXiv preprint arXiv:2402.18546

Geeling Chau

Yujin An

Ahamed Raffey Iqbal

Soon-Jo Chung

Yisong Yue

...

2024/2/28

SPAMMM-Solar Powered Array for Melting Materials on the Moon

Parul R Singh

Nathan Ng

Avi Patel

Camilo Garrido

Hazel Carey

...

2023

Unsupervised rgb-to-thermal domain adaptation via multi-domain attention network

Lu Gan

Connor Lee

Soon-Jo Chung

2022/10/9

Experiments and Modeling of the Ceiling Effect with Drone-Scale Propellers

AIAA Journal

Ellande Tang

Soon-Jo Chung

2023/8

Online Self-Supervised Thermal Water Segmentation for Aerial Vehicles

Connor Lee

Jonathan Gustafsson Frennert

Lu Gan

Matthew Anderson

Soon-Jo Chung

2023/7/18

Pretraining Neural-Networks with Neural-Fly for Rapid Online Learning

Michael O'Connell

Guanya Shi

Xichen Shi

Kamyar Azizzadenesheli

Anima Anandkumar

...

2023/5/8

Bayesian Active Sensing for Fault Estimation with Belief Space Tree Search

James Ragan

Benjamin Riviere

Soon-Jo Chung

2023

UAV-borne bistatic SAR and InSAR experiments in support of STV and SDC target observables

Se-Yeon Jeon

Brian Hawkins

Samuel Prager

Matthew Anderson

Stefano Moro

...

2023/7/16

Predictive control of linear discrete-time Markovian jump systems by learning recurrent patterns

Automatica

SooJean Han

Soon-Jo Chung

John C Doyle

2023/10/1

CaRT: Certified Safety and Robust Tracking in Learning-Based Motion Planning for Multi-Agent Systems

Hiroyasu Tsukamoto

Benjamin Rivière

Changrak Choi

Amir Rahmani

Soon-Jo Chung

2023/12/13

Rules of the Road: Formal Guarantees for Autonomous Vehicles With Behavioral Contract Design

IEEE Transactions on Robotics

Karena X Cai

Tung Phan-Minh

Soon-Jo Chung

Richard M Murray

2023/3/10

Design of a Lunar Architecture for Tree Traversal in Service of Cabled Exploration

Kaila Coimbra

Calle Junker

Lucas Pabarcius

Malcolm G Tisdale

Sravani Boggaram

...

2023

CART: Collision avoidance and robust tracking augmentation in learning-based motion planning for multi-agent systems

arXiv preprint arXiv:2307.08602

Hiroyasu Tsukamoto

Benjamin Rivière

Changrak Choi

Amir Rahmani

Soon-Jo Chung

2023/7/13

Joint-Space Multi-Robot Motion Planning with Learned Decentralized Heuristics

arXiv preprint arXiv:2311.12385

Fengze Xie

Marcus Dominguez-Kuhne

Benjamin Riviere

Jialin Song

Wolfgang Hönig

...

2023/11/21

Localized and Incremental Probabilistic Inference for Large-Scale Networked Dynamical Systems

IEEE Transactions on Robotics

Kai Matsuka

Soon-Jo Chung

2023/9/6

See List of Professors in Soon-Jo Chung University(California Institute of Technology)

Co-Authors

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