Yuanming Hu

Yuanming Hu

Massachusetts Institute of Technology

H-index: 13

North America-United States

About Yuanming Hu

Yuanming Hu, With an exceptional h-index of 13 and a recent h-index of 13 (since 2020), a distinguished researcher at Massachusetts Institute of Technology, specializes in the field of Computer Graphics, Physical Simulation, AI, Differentiable Physics, Compilers.

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

Computational discovery of microstructured composites with optimal stiffness-toughness trade-offs

A Differentiable Physical Simulation Framework for Soft Robots on Multiple-Task Learning

Advanced soft robot modeling in ChainQueen

Complex locomotion skill learning via differentiable physics

MeshTaichi: A Compiler for Efficient Mesh-Based Operations

QuanTaichi: a Compiler for Quantized Simulations

PlasticineLab: A Soft-Body Manipulation Benchmark with Differentiable Physics

The Taichi High-Performance and Differentiable Programming Language for Sparse and Quantized Visual Computing

Yuanming Hu Information

University

Position

MIT CSAIL

Citations(all)

1921

Citations(since 2020)

1879

Cited By

506

hIndex(all)

13

hIndex(since 2020)

13

i10Index(all)

16

i10Index(since 2020)

15

Email

University Profile Page

Google Scholar

Yuanming Hu Skills & Research Interests

Computer Graphics

Physical Simulation

AI

Differentiable Physics

Compilers

Top articles of Yuanming Hu

Title

Journal

Author(s)

Publication Date

Computational discovery of microstructured composites with optimal stiffness-toughness trade-offs

Science Advances

Beichen Li

Bolei Deng

Wan Shou

Tae-Hyun Oh

Yuanming Hu

...

2024/2/2

A Differentiable Physical Simulation Framework for Soft Robots on Multiple-Task Learning

Yu Fang

Jiancheng Liu

Mingrui Zhang

Jiasheng Zhang

Yidong Ma

...

2023/10/13

Advanced soft robot modeling in ChainQueen

Robotica

Andrew Spielberg

Tao Du

Yuanming Hu

Daniela Rus

Wojciech Matusik

2023/1

Complex locomotion skill learning via differentiable physics

Jiancheng Liu

Yu Fang

Mingrui Zhang

Jiasheng Zhang

Yidong Ma

...

2021/10/6

MeshTaichi: A Compiler for Efficient Mesh-Based Operations

ACM Transactions on Graphics (TOG)

Chang Yu

Yi Xu

Ye Kuang

Yuanming Hu

Tiantian Liu

2022/11/30

QuanTaichi: a Compiler for Quantized Simulations

ACM Transactions on Graphics (TOG)

Yuanming Hu

Jiafeng Liu

Xuanda Yang

Mingkuan Xu

Ye Kuang

...

2021/7/19

PlasticineLab: A Soft-Body Manipulation Benchmark with Differentiable Physics

ICLR 2021 (Spotlight)

Zhiao Huang

Yuanming Hu

Tao Du

Siyuan Zhou

Hao Su

...

2021/4/7

The Taichi High-Performance and Differentiable Programming Language for Sparse and Quantized Visual Computing

Yuanming Hu

2021

AsyncTaichi: Whole-Program Optimizations for Megakernel Sparse Computation and Differentiable Programming

arXiv preprint arXiv:2012.08141

Yuanming Hu

Mingkuan Xu

Ye Kuang

Frédo Durand

2020

DiffTaichi: Differentiable Programming for Physical Simulation

ICLR 2020

Yuanming Hu

Luke Anderson

Tzu-Mao Li

Qi Sun

Nathan Carr

...

2020/1/1

AsyncTaichi: On-the-fly Inter-kernel Optimizations for Imperative and Spatially Sparse Programming

arXiv preprint arXiv:2012.08141

Yuanming Hu

Mingkuan Xu

Ye Kuang

Frédo Durand

2020/12/15

The Taichi programming language

Yuanming Hu

2020/8/17

See List of Professors in Yuanming Hu University(Massachusetts Institute of Technology)

Co-Authors

academic-engine