About This Series

Autonomy and autonomous systems are critical to our future, not only in defense and industry, but in our everyday lives. The technologies that contribute to these capabilities and systems run the gamut – AI, machine learning, algorithms, materials science, physics, electronics, computer science and engineering, aerospace, mechanical, cybersecurity. While we may be familiar with uncrewed systems, remote operations and automation, autonomy takes us to the next level of capability... and requires the next level of trust in them. How do we bring this all together?

Evening@SMART is a periodic series focused on bringing together thought and action leaders in government, industry, and academia to share valuable perspectives on these and many more current technical topics. Dynamic presentations from prominent experts and stimulating discussions around cutting-edge topics aim to advance research and innovation and promote interdisciplinary collaboration. It is designed to spark growth through fostering dialogue and creating connections.

Evening@SMART is hosted by the University of Maryland MATRIX Lab and held at the University System of Maryland at Southern Maryland SMART Building in California, Maryland. Each event runs from 5:00 p.m. to 7:00 p.m. If you have suggestions or ideas for future Evening@SMART events please email us at matrix@umd.edu.

June 4, 2025: Dr. Brian Weiss

"Test and Evaluation - Best Practices from Assessing Emerging, Intelligent Technologies"

Headshot of Brian Weiss who is smiling and wearing a gray jacket and blue button down shirtDr. Brian Weiss
Research Engineer
Applied Research Laboratory for Intelligence and Security (ARLIS)
University of Maryland, College Park
Biography

From cars to cell phones, we expect the technologies we use every day to work as expected. In order to have a good understanding on how they will perform, engineers use Test and Evaluation (T&E). The more intelligent technologies are, the more comprehensive T&E needs to be. This talk will share the insight and best practices Dr. Brian A. Weiss has gathered from his nearly 30 years of assessing emergent, intelligent systems. Full abstract

Register for June 4 Event

August 6, 2025: Dr. Yiannis Aloimonos

"Minimal Active Perception for Embodied AI Design in Nano UAV Autonomy"

Dr. Yiannis Aloimonos
Professor
Department of Computer Science
University of Maryland, College Park
Biography

State-of-the-art in aerial robot autonomy utilizes sensors that directly perceive the world in 3D and require a massive amount of computation. This is in stark contrast to the methods used by small living beings such as birds and bees; they use exploratory and active movements to gather more information to simplify the perception task. Using this active vision-based philosophy, we achieve state-of-the-art autonomy on nano-quadrotors using minimal on-board sensing and computation. This talk will outline several methods of achieving activeness on an aerial robot. Full abstract

Register for August 6 Event

September 3, 2025: Dr. Pratap Tokekar

Title TBD

Headshot of Pratap TokekarDr. Pratap Tokekar
Associate Professor
Department of Computer Science
University of Maryland, College Park
Biography

Abstract TBD

October 1, 2025: Dr. Miao Yu

Title TBD

Headshot of Miao YuDr. Miao Yu
Professor
Department of Mechanical Engineering
University of Maryland, College Park
Biography

Abstract TBD

SPECIAL DATE! Tuesday, November 18, 2025*: Dr. Mumu Xu

Title TBD

Headshot of Mumu XuDr. Mumu Xu
Associate Professor
Department of Aerospace Engineering
University of Maryland, College Park
Biography

Abstract TBD

*The Tuesday, November 18 Evening@SMART presentation will coincide with the MATRIX Lab's DTEVV Workshop, a gathering of T&E and autonomous systems professionals from the United States government, academia, and industry with the goal of mapping out the priority research and workforce challenges that need to be addressed to advance the DTEVV of these technologies.

To join our DTEVV Workshop information mailing list and receive updates as they are available, click here.

December 3, 2025: Dr. Dinesh Manocha

Title TBD

Headshot of Dinesh ManochaDr. Dinesh Manocha
Distinguished University Professor
Paul Chrisman Iribe Professor of Computer Science
University of Maryland, College Park
Biography

Abstract TBD


Watch this space for details on future talks from researchers.

Past Events

April 2, 2025: Dr. Sanghamitra Dutta

"Explainable and Trustworthy Machine Learning"

Sanghamitra Dutta headshotDr. Sanghamitra Dutta
Assistant Professor
Department of Electrical and Computer Engineering
University of Maryland, College Park
Biography | Abstract

March 5, 2025: Dr. Donald "Bucket" Costello

"'Flying is for Droids:' How Can We Certify Autonomous Systems Without a Human In or On the Loop?"

Headshot of Don CostelloDr. Donald "Bucket" Costello
Director of Test and Evaluation of Autonomous Systems
MATRIX Lab
University of Maryland Clark School at USMSM
Biography | Abstract 

February 5, 2025: Dr. Justin Stine

"Advanced Manufacturing for Biomedical Devices and Applications: Toward Device Autonomy"

Headshot of Justin StineDr. Justin Stine
Director of Remote Sensing and Microsystems
MATRIX Lab
University of Maryland Clark School at USMSM
Biography | Abstract

December 4, 2024: Dr. Michael Otte

"The Motion and Teaming Lab: Autonomous Path Planning and Collaboration"

Headshot of Michael OtteDr. Michael Otte
Assistant Professor
Department of Aerospace Engineering
University of Maryland, College Park
Biography | Abstract

November 6, 2024: Dr. Derek Paley

"Applied Autonomy for Robotic Perception and Situational Awareness"

Dr. Derek Paley
Director
Maryland Robotics Center
University of Maryland, College Park
Biography | Abstract

October 2, 2024: Dr. Pamela Abshire

"A Little Autonomy Goes a Long Way - Adaptive Circuits for Low SWaP Testing"

Dr. Pamela Abshire
Professor
Department of Electrical and Computer Engineering
University of Maryland, College Park
Biography | Abstract

September 4, 2024: Dr. Ming Lin

"Reconstructing Reality: From Physical World to Virtual Environments"

Dr. Ming Lin
Professor
Department of Computer Science
University of Maryland, College Park
Biography | Abstract

August 7, 2024: Dr. Po-Yen Chen

"Machine Intelligence-Driven Development in Soft Robotic Sensors and Sustainable Materials"

Dr. Po-Yen Chen
Assistant Professor
Department of Chemical and Biomolecular Engineering
University of Maryland, College Park
Biography | Abstract

Evening@SMART takes place at the USMSM SMART Building in St. Mary's County from 5:00 p.m. to 7:00 p.m.

Address: 44219 Airport Road, California, MD 20619

Free parking is available in any of the lots on the USMSM campus. Spots close to the door are available by the main entrance of the SMART Building (Building 3). Handicap spots are available by Building 2 and on the west side of the SMART Building.

Food and drinks are provided at Evening@SMART events.

Please be advised that the food provided during this event may contain, or come into contact with, common allergens such as nuts, dairy, eggs, and soy.