Yaofeng Desmond Zhong

Yaofeng Desmond Zhong

Princeton University

H-index: 10

North America-United States

About Yaofeng Desmond Zhong

Yaofeng Desmond Zhong, With an exceptional h-index of 10 and a recent h-index of 10 (since 2020), a distinguished researcher at Princeton University, specializes in the field of Physics-informed AI, Machine Learning, Dynamical Systems, Control.

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

Physics informed neural network for learning non-Euclidean dynamics in electro-mechanical systems for synthesizing energy-based controllers

EMVLight: A multi-agent reinforcement learning framework for an emergency vehicle decentralized routing and traffic signal control system

Heterogeneous effects of battery storage deployment strategies on decarbonization of provincial power systems in China

Improving gradient computation for differentiable physics simulation with contacts

Differentiable physics simulations with contacts: Do they have correct gradients wrt position, velocity and control?

EMVLight: A decentralized reinforcement learning framework for efficient passage of emergency vehicles

A neural ode interpretation of transformer layers

Optimizing battery storage deployment strategies to maximize decarbonization of China's power system

Yaofeng Desmond Zhong Information

University

Position

Research Scientist Siemens

Citations(all)

571

Citations(since 2020)

567

Cited By

94

hIndex(all)

10

hIndex(since 2020)

10

i10Index(all)

10

i10Index(since 2020)

10

Email

University Profile Page

Princeton University

Google Scholar

View Google Scholar Profile

Yaofeng Desmond Zhong Skills & Research Interests

Physics-informed AI

Machine Learning

Dynamical Systems

Control

Top articles of Yaofeng Desmond Zhong

Title

Journal

Author(s)

Publication Date

Physics informed neural network for learning non-Euclidean dynamics in electro-mechanical systems for synthesizing energy-based controllers

2024/3/5

EMVLight: A multi-agent reinforcement learning framework for an emergency vehicle decentralized routing and traffic signal control system

Transportation Research Part C: Emerging Technologies

Haoran Su

Yaofeng D Zhong

Joseph YJ Chow

Biswadip Dey

Li Jin

2022

Heterogeneous effects of battery storage deployment strategies on decarbonization of provincial power systems in China

Nature communications

Liqun Peng

Denise L Mauzerall

Yaofeng D Zhong

Gang He

2023/8/11

Improving gradient computation for differentiable physics simulation with contacts

Yaofeng Desmond Zhong

Jiequn Han

Biswadip Dey

Georgia Olympia Brikis

2023/6/6

Differentiable physics simulations with contacts: Do they have correct gradients wrt position, velocity and control?

arXiv preprint arXiv:2207.05060

Yaofeng Desmond Zhong

Jiequn Han

Georgia Olympia Brikis

2022/7/8

EMVLight: A decentralized reinforcement learning framework for efficient passage of emergency vehicles

Haoran Su

Yaofeng Desmond Zhong

Biswadip Dey

Amit Chakraborty

2021/9/12

A neural ode interpretation of transformer layers

arXiv preprint arXiv:2212.06011

Yaofeng Desmond Zhong

Tongtao Zhang

Amit Chakraborty

Biswadip Dey

2022/12/12

Optimizing battery storage deployment strategies to maximize decarbonization of China's power system

AGU Fall Meeting Abstracts

Liqun Peng

Yaofeng Desmond Zhong

Gang He

Denise L Mauzerall

2022/12

System and Method for Resource Efficient Natural Language Processing

2022/9/15

System and method for modeling rigid body motions with contacts and collisions

2022/8/4

Multi-robot task allocation games in dynamically changing environments

Shinkyu Park

Yaofeng Desmond Zhong

Naomi Ehrich Leonard

2021/5/30

Benchmarking energy-conserving neural networks for learning dynamics from data

Yaofeng Desmond Zhong

Biswadip Dey

Amit Chakraborty

2021/5/29

Extending lagrangian and hamiltonian neural networks with differentiable contact models

Advances in Neural Information Processing Systems

Yaofeng Desmond Zhong

Biswadip Dey

Amit Chakraborty

2021/12/6

A Decentralized Reinforcement Learning Framework for Efficient Passage of Emergency Vehicles

Haoran Su

Yaofeng Desmond Zhong

Dey Biswadip

Amit Chakraborty

2021/10/30

Influence spread in the heterogeneous multiplex linear threshold model

IEEE Transactions on Control of Network Systems

Yaofeng Desmond Zhong

Vaibhav Srivastava

Naomi Ehrich Leonard

2021/6/14

Dissipative SymODEN: Encoding Hamiltonian Dynamics with Dissipation and Control into Deep Learning

Yaofeng Desmond Zhong

Biswadip Dey

Amit Chakraborty

2020/2/20

Model-Based Investigation of Cascade Dynamics on Multi-Layer Networks

Yaofeng Zhong

2020

Unsupervised learning of lagrangian dynamics from images for prediction and control

Advances in Neural Information Processing Systems

Yaofeng Desmond Zhong

Naomi Leonard

2020

See List of Professors in Yaofeng Desmond Zhong University(Princeton University)

Co-Authors

H-index: 73
Naomi Leonard

Naomi Leonard

Princeton University

H-index: 34
Joseph Y. J. Chow

Joseph Y. J. Chow

New York University

H-index: 24
Jiequn Han

Jiequn Han

Princeton University

H-index: 22
Vaibhav Srivastava

Vaibhav Srivastava

Michigan State University

H-index: 21
林佳瑞 (Jia-Rui LIN)

林佳瑞 (Jia-Rui LIN)

Tsinghua University

H-index: 13
Shinkyu Park

Shinkyu Park

King Abdullah University of Science and Technology

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