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

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

Improving gradient computation for differentiable physics simulation with contacts

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

A neural ode interpretation of transformer layers

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

System and Method for Resource Efficient Natural Language Processing

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

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

Google Scholar

Yaofeng Desmond Zhong Skills & Research Interests

Physics-informed AI

Machine Learning

Dynamical Systems

Control

Top articles of Yaofeng Desmond Zhong

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

2024/3/5

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

Nature communications

2023/8/11

Improving gradient computation for differentiable physics simulation with contacts

2023/6/6

Yaofeng Desmond Zhong
Yaofeng Desmond Zhong

H-Index: 5

Jiequn Han
Jiequn Han

H-Index: 14

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

Transportation Research Part C: Emerging Technologies

2022

A neural ode interpretation of transformer layers

arXiv preprint arXiv:2212.06011

2022/12/12

Yaofeng Desmond Zhong
Yaofeng Desmond Zhong

H-Index: 5

Amit Chakraborty
Amit Chakraborty

H-Index: 10

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

AGU Fall Meeting Abstracts

2022/12

Liqun Peng
Liqun Peng

H-Index: 6

Yaofeng Desmond Zhong
Yaofeng Desmond Zhong

H-Index: 5

Gang He
Gang He

H-Index: 14

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

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

arXiv preprint arXiv:2207.05060

2022/7/8

Yaofeng Desmond Zhong
Yaofeng Desmond Zhong

H-Index: 5

Jiequn Han
Jiequn Han

H-Index: 14

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

2021/9/12

Yaofeng Desmond Zhong
Yaofeng Desmond Zhong

H-Index: 5

Amit Chakraborty
Amit Chakraborty

H-Index: 10

Extending lagrangian and hamiltonian neural networks with differentiable contact models

Advances in Neural Information Processing Systems

2021/12/6

Yaofeng Desmond Zhong
Yaofeng Desmond Zhong

H-Index: 5

Amit Chakraborty
Amit Chakraborty

H-Index: 10

A Decentralized Reinforcement Learning Framework for Efficient Passage of Emergency Vehicles

2021/10/30

Yaofeng Desmond Zhong
Yaofeng Desmond Zhong

H-Index: 5

Amit Chakraborty
Amit Chakraborty

H-Index: 10

Influence spread in the heterogeneous multiplex linear threshold model

IEEE Transactions on Control of Network Systems

2021/6/14

Yaofeng Desmond Zhong
Yaofeng Desmond Zhong

H-Index: 5

Vaibhav Srivastava
Vaibhav Srivastava

H-Index: 2

Multi-robot task allocation games in dynamically changing environments

2021/5/30

Shinkyu Park
Shinkyu Park

H-Index: 8

Yaofeng Desmond Zhong
Yaofeng Desmond Zhong

H-Index: 5

Benchmarking energy-conserving neural networks for learning dynamics from data

2021/5/29

Yaofeng Desmond Zhong
Yaofeng Desmond Zhong

H-Index: 5

Amit Chakraborty
Amit Chakraborty

H-Index: 10

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

2020/2/20

Yaofeng Desmond Zhong
Yaofeng Desmond Zhong

H-Index: 5

Amit Chakraborty
Amit Chakraborty

H-Index: 10

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

2020

Unsupervised learning of lagrangian dynamics from images for prediction and control

Advances in Neural Information Processing Systems

2020

Yaofeng Desmond Zhong
Yaofeng Desmond Zhong

H-Index: 5

Naomi Leonard
Naomi Leonard

H-Index: 41

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

Co-Authors

academic-engine