Brian Plancher

Brian Plancher

Harvard University

H-index: 11

North America-United States

About Brian Plancher

Brian Plancher, With an exceptional h-index of 11 and a recent h-index of 11 (since 2020), a distinguished researcher at Harvard University, specializes in the field of Model Predictive Control, GPU Computing, Robot Locomotion, STEM Education, Embedded Machine Learning.

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

Code Generation for Conic Model-Predictive Control on Microcontrollers with TinyMPC

Underrepresentation of Women in Robotics Research [Women in Engineering]

Materiality and Risk in the Age of Pervasive AI Sensors

TinyMPC: Model-Predictive Control on Resource-Constrained Microcontrollers

Is TinyML Sustainable?

Machine learning sensors

Differentially Encoded Observation Spaces for Perceptive Reinforcement Learning

RobotPerf: An Open-Source, Vendor-Agnostic, Benchmarking Suite for Evaluating Robotics Computing System Performance

Brian Plancher Information

University

Position

___

Citations(all)

456

Citations(since 2020)

441

Cited By

102

hIndex(all)

11

hIndex(since 2020)

11

i10Index(all)

12

i10Index(since 2020)

12

Email

University Profile Page

Google Scholar

Brian Plancher Skills & Research Interests

Model Predictive Control

GPU Computing

Robot Locomotion

STEM Education

Embedded Machine Learning

Top articles of Brian Plancher

Code Generation for Conic Model-Predictive Control on Microcontrollers with TinyMPC

arXiv preprint arXiv:2403.18149

2024/3/26

Underrepresentation of Women in Robotics Research [Women in Engineering]

IEEE Robotics & Automation Magazine

2024/3/18

Brian Plancher
Brian Plancher

H-Index: 3

Materiality and Risk in the Age of Pervasive AI Sensors

arXiv preprint arXiv:2402.11183

2024/2/17

TinyMPC: Model-Predictive Control on Resource-Constrained Microcontrollers

arXiv preprint arXiv:2310.16985

2023/10/25

Is TinyML Sustainable?

Communications of the ACM

2023/10/20

Machine learning sensors

Communications of the ACM

2023/10/20

Differentially Encoded Observation Spaces for Perceptive Reinforcement Learning

arXiv preprint arXiv:2310.01767

2023/10/3

Brian Plancher
Brian Plancher

H-Index: 3

RobotPerf: An Open-Source, Vendor-Agnostic, Benchmarking Suite for Evaluating Robotics Computing System Performance

arXiv preprint arXiv:2309.09212

2023/9/17

MPCGPU: Real-Time Nonlinear Model Predictive Control through Preconditioned Conjugate Gradient on the GPU

arXiv preprint arXiv:2309.08079

2023/9/15

William Gerard
William Gerard

H-Index: 4

Brian Plancher
Brian Plancher

H-Index: 3

Symmetric Stair Preconditioning of Linear Systems for Parallel Trajectory Optimization

arXiv preprint arXiv:2309.06427

2023/9/12

Brian Plancher
Brian Plancher

H-Index: 3

Can Large Language Models Reduce the Barriers to Entry for High School Robotics?

2023/8

Brian Plancher
Brian Plancher

H-Index: 3

Tiny Robot Learning: Expanding Access to Edge ML as a Step Toward Accessible Robotics

2023/7

Brian Plancher
Brian Plancher

H-Index: 3

Roboshape: Using topology patterns to scalably and flexibly deploy accelerators across robots

2023/6/17

Brian Plancher
Brian Plancher

H-Index: 3

Vijay Janapa Reddi
Vijay Janapa Reddi

H-Index: 29

Datasheets for Machine Learning Sensors

arXiv preprint arXiv:2306.08848

2023/6/15

Just round: Quantized observation spaces enable memory efficient learning of dynamic locomotion

2023/5/29

Brian Plancher
Brian Plancher

H-Index: 3

Bridging the Digital Divide: the Promising Impact of TinyML for Developing Countries

Proceedings of the United Nations 8th Multi-stakeholder Forum on Science, Technology, and Innovation for the Sustainable Development Goals

2023

Marco Zennaro
Marco Zennaro

H-Index: 3

Brian Plancher
Brian Plancher

H-Index: 3

TinyMLedu: The tiny machine learning open education initiative

2022/3/3

Brian Plancher
Brian Plancher

H-Index: 3

Vijay Janapa Reddi
Vijay Janapa Reddi

H-Index: 29

GPU Acceleration for Real-Time, Whole-Body, Nonlinear Model Predictive Controla

2022

Stop reinventing the wheel! promoting community software in computing education

2022/12/27

See List of Professors in Brian Plancher University(Harvard University)

Co-Authors

academic-engine