# Selected Talks and Posters

## Invited Talks

*Physics-informed Machine Learning for Control and Simulation Problems*,

- MAE Seminar Series, University of California Davis, Jan 2021.

*Physics-informed Machine Learning to Infer Dynamics from Data*,

- Math Biology Seminar, University of Iowa, Mar 2021.

- AI/Materials Working Group Meeting, NIST, May 2020.

*Bio-inspiration, Dynamics, and Collective Autonomy*,

- Intel Labs, Mar 2018

- United Technologies Research Center, Feb 2018.

- Siemens Corporate Technology, Feb 2018.

*Synchronization in Neuronal Oscillator Networks*, [**Slides**]

Workshop on*Control and Observability of Network Dynamics*,

Mathematical Biosciences Institute, Apr 2016.*Data Assimilation: Optimal Fitting, Cross-Validation, and Feedback Laws*, [**Slides**]

Workshop on*Geometry of Collective Behavior: Control, Dynamics and Reconstruction*,

53rd IEEE Conference on Decision and Control, Dec 2014.*Data Smoothing via Optimal Control*,

CCSP Seminar Series, University of Maryland, Dec 2014.*Bio-inspired Algorithms for Collective Motion*,

ECEGSA Seminar Series, University of Maryland, Nov 2014.*Reconstruction, Analysis and Synthesis of Collective Motion*,

- Department of Mechanical and Aerospace Engineering, Princeton University, Oct 2014.

- Applied Math Lab, Harvard University, Sep 2014.

*Control Theoretic Data Smoothing*,

Department of Electrical Engineering, Indian Institute of Technology Bombay, Jan 2014.*Trajectory Reconstruction as an Optimal Control Problem*,

ECEGSA Seminar Series, University of Maryland, Oct 2012.

## Peer-reviewed Conference Abstracts

*Dynamics and synchronization patterns in oscillator networks with heterogeneous inputs*,

E. N. Davison, Z. Aminzare, B. Dey, N. E. Leonard,

APS March Meeting, Los Angeles, CA, Mar 2018.*Feedback controlled bifurcation of evolutionary dynamics with generalized fitness*, [**Poster**]

B. Dey, A. Franci, K. Özcimder, N. E. Leonard,

Dynamics Days 2018, Denver, CO, Jan 2018.*Controllability in a Network of Linear Dynamical Systems*, [**Talk Slides**]

B. Dey, E. N. Davison N. E. Leonard,

SIAM Workshop on Network Science (NS17), Pittsburgh, PA, July 2017.*Diminishing returns with size for parallel computation capacity of neural architectures*,

G. Petri, S. Musslick, K. Özcimder, B. Dey, N. K. Ahmed and J. D. Cohen,

International School and Conference on Network Science (NetSci), Indianapolis, IN, June 2017.*Dynamics of Large Networks of FitzHugh-Nagumo Neuronal Models with Heterogeneous Inputs*,

E. N. Davison, B. Dey, Z. Aminzare, N. E. Leonard,

SIAM Conference on Dynamical Systems (DS17), Snowbird, UT, May 2017.*Using Evolutionary Dynamics to Model Structured Improvisational Dance*,

K. Özcimder, B. Dey, A. Franci, R. J. Lazier, D. Trueman, N. E. Leonard,

SIAM Conference on Dynamical Systems (DS17), Snowbird, UT, May 2017.*Multitasking capacity versus efficiency of representation in neural network architectures*,

S. Musslick, B. Dey, K. Özcimder, M. M. A. Patwary, P. Krieger, T. L. Willke, J. D. Cohen,

Society for Neuroscience Annual Meeting (SfN), San Diego, CA, Nov 2016.*Parallel processing capability versus efficiency of representation in neural networks*, [**Extended Abstract**]

S. Musslick, B. Dey, K. Özcimder, M. M. A. Patwary, T. L. Willke, J. D. Cohen,

16th Neural Computation and Psychology Workshop, Philadelphia, PA, Aug 2016.*Synchronization in neuronal oscillator networks with input heterogeneity and arbitrary network structure*,

E. N. Davison, B. Dey, N. E. Leonard,

APS March Meeting, Baltimore, MD, Mar 2016.*Subriemannian Smoothing and Data Assimilation in Collective Behavior*,

P. S. Krishnaprasad, B. Dey,

SIAM Conference on Control and Its Applications (CT11), Baltimore, MD, July 2011.

## Posters

*Bio-inspiration, Dynamics, and Collective Autonomy*, [**Poster**]

Meet the Faculty Candidate Poster Session at CDC 2017,

Melbourne, Australia, Dec 2017.*Synchronization and Related Phenomena in Networks of Diffusively-Coupled Fitzhugh-Nagumo Oscillators*, [**Poster**]

*with*Elizabeth N. Davison, Zahra Aminzare and Naomi Ehrich Leonard

Workshop on Brain Dynamics and Neurocontrol Engineering,

Washington University in St. Louis, St Louis, MO, June 2017.*Heterogeneity and Synchronization of Coupled Neuronal Networks*, [**Poster**]

*with*Elizabeth N. Davison and Naomi Ehrich Leonard

Princeton Bioengineering Day,

Princeton University, Princeton, NJ, Oct 2015.*Collectives in a Test-bed*, [**Poster**]

*with*Kevin S. Galloway and Udit Halder

ISR's 30th Anniversary Celebration,

University of Maryland, College Park, MD, May 2015.*Optimal Control for Reconstruction*, [**Poster**]

*with*P. S. Krishnaprasad

ISR's 30th Anniversary Celebration,

University of Maryland, College Park, MD, May 2015.*Control Theoretic Tool for Trajectory Reconstruction*, [**Poster**]

Conference on Dynamics of Prey Capture and Escape,

Janelia Farm Research Campus, HHMI, Ashburn, VA, Mar 2013.*Energy-Based Control of a Flexible Beam*, [**Poster**]

ECE Research Review Day,

University of Maryland, College Park, MD, Oct 2009.