Matthew Ellis

According to our database, Matthew Ellis authored at least 5 papers between 2003 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

A Randomized Controlled Trial and Pilot of Scout: an LLM-Based EHR Search and Synthesis Platform.

Michael Gao, Suresh Balu, William Knechtle, Kartik Pejavara, William Jeck, Matthew Ellis, Jason Thieling, Blake Cameron, Jason Tatreau, Tareq Aljurf, Henry Foote, Mike Revoir, Marshall Nichols, Matt Gardner, William Ratliff, Bradley Hintze, Angelo Milazzo, Sreekanth Vemulapalli

CoRR, April, 2026

2023

In Situ Framework for Coupling Simulation and Machine Learning with Application to CFD.

Riccardo Balin, Filippo Simini, Cooper Simpson, Andrew Shao, Alessandro Rigazzi, Matthew Ellis, Stephen Becker, Alireza Doostan, John A. Evans, Kenneth E. Jansen

CoRR, 2023

2022

Using Machine Learning at scale in numerical simulations with SmartSim: An application to ocean climate modeling.

Sam Partee, Matthew Ellis, Alessandro Rigazzi, Andrew Shao, Scott Bachman, Gustavo Marques, Benjamin Robbins

J. Comput. Sci., 2022

2021

Using Machine Learning at Scale in HPC Simulations with SmartSim: An Application to Ocean Climate Modeling.

Sam Partee, Matthew Ellis, Alessandro Rigazzi, Scott Bachman, Gustavo Marques, Andrew Shao, Benjamin Robbins

CoRR, 2021

2003

Micropeg manipulation with a compliant microgripper.

Woo Ho Lee, Byoung Hun Kang, Young Seok Oh, Harry E. Stephanou, Arthur C. Sanderson, George Skidmore, Matthew Ellis

Proceedings of the 2003 IEEE International Conference on Robotics and Automation, 2003