Sam Lensgraf

Ph.D. student at the Dartmouth Reality and Robotics Lab

About

CV

Research Statement

I intend to enable autonomous robots to build large scale structures made of practical materials such as cement, steel, or earth. Achieving this goal requires solving problems in construction planning algorithms, robot hardware design, reliable sensing and control, and the computational design of a system for construction, including blocks, connectors, and grasping strategies. Large scale autonomous construction can allow us to rapidly adapt to changing environmental circumstances by rapidly deploying protective infrastructure that can be moved and re-deployed as needed.

Blog

AUV field deployment in cenotes

Engineering an AUV construction robot

Videos

AUV systems

Kinematics

3D printing

Selected Publications

Scalable underwater assembly with reconfigurable visual fiducials

Samuel Lensgraf, Ankita Sarkar, Adithya Pediredla, Devin Balkcom, Alberto Quattrini Li

(submitted) ICRA 2024 | arXiv

Buoyancy enabled autonomous underwater construction with cement blocks

Samuel Lensgraf, Devin Balkcom, Alberto Quattrini Li

ICRA 2023 | arXiv

[Best paper third place] Extended abstract: Towards the autonomous underwater construction of cement block structures with free-floating robots

Samuel Lensgraf, Amy Sniffen, Alberto Quattrini Li, Devin Balkcom

ICRA 2022 Construction robotics workshop

Droplet: Towards Autonomous Underwater Assembly of Modular Structures

Samuel Lensgraf, Amy Sniffen, Zachary Zitzewitz, Evan Honnold, Jennifer Jain, Weifu Wang, Alberto Quattrini Li, Devin Balkcom

RSS 2021

Sunflower: locating underwater robots from the air

Charles J Carver, Qijia Shao, Samuel Lensgraf, Amy Sniffen, Maxine Perroni-Scharf, Hunter Gallant, Alberto Quattrini Li, Xia Zhou

MobiSys 2022

Falling Into Place: Drop Assembly of Interlocking Puzzles

Amy Sniffen, Zezhou Sun, Samuel E Lensgraf, Emily Whiting, Alberto Quattrini Li, Devin Balkcom

RSS 2021

PuzzleFlex: kinematic motion of chains with loose joints

Samuel Lensgraf, Karim Itani, Yinan Zhang, Zezhou Sun, Yijia Wu, Alberto Quattrini Li, Bo Zhu, Emily Whiting, Weifu Wang, Devin Balkcom

ICRA 2020 | arXiv | TechXplore Article

Catabot: Autonomous surface vehicle with an optimized design for environmental monitoring

Mingi Jeong, Monika Roznere, Samuel Lensgraf, Amy Sniffen, Devin Balkcom, Alberto Quattrini Li

Oceans 2020

Toward Optimal FDM Toolpath Planning with Monte Carlo Tree Search

Chanyeol Yoo, Samuel Lensgraf, Robert Fitch, Lee M. Clemon, Ramgopal Mettu

ICRA 2020 | arXiv

Incorporating Kinematic Properties into Fused Deposition Toolpath Optimization

Samuel Lensgraf, Ramgopal R. Mettu

ICRA 2018

An improved toolpath generation algorithm for fused filament fabrication

Samuel Lensgraf, Ramgopal R. Mettu

ICRA 2017

[Best automation paper] Beyond layers: A 3D-aware toolpath algorithm for fused filament fabrication

Samuel Lensgraf, Ramgopal R. Mettu

ICRA 2016