Craig Bakker

According to our database, Craig Bakker authored at least 16 papers between 2017 and 2023.

Collaborative distances:

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

2023

Multi-level optimization with the koopman operator for data-driven, domain-aware, and dynamic system security.

Matthew R. Oster, Ethan King, Craig Bakker, Arnab Bhattacharya, Samrat Chatterjee, Feng Pan

Reliab. Eng. Syst. Saf., September, 2023

2022

Developing a Roadmap for Tracking Sustainability in Bioenergy Transitions.

Saurabh Biswas, Chrissi Antonopoulos, Tim Seiple, Craig Bakker, Michael Walsh, Andre Coleman

Proceedings of the IEEE International Symposium on Technology and Society, 2022

Data-driven Characterization of Recovery Energy in Controlled Dynamical Systems using Koopman Operator.

Thiagarajan Ramachandran, Sai Pushpak Nandanoori, Subhrajit Sinha, Craig Bakker

Proceedings of the 61st IEEE Conference on Decision and Control, 2022

Data-driven Resilience Characterization of Control Dynamical Systems.

Subhrajit Sinha, Sai Pushpak Nandanoori, Thiagarajan Ramachandran, Craig Bakker, Ankit Singhal

Proceedings of the American Control Conference, 2022

Koopman-based Differentiable Predictive Control for the Dynamics-Aware Economic Dispatch Problem.

Ethan King, Ján Drgona, Aaron Tuor, Shrirang Abhyankar, Craig Bakker, Arnab Bhattacharya, Draguna L. Vrabie

Proceedings of the American Control Conference, 2022

2021

Metagames and Hypergames for Deception-Robust Control.

Craig Bakker, Arnab Bhattacharya, Samrat Chatterjee, Draguna L. Vrabie

ACM Trans. Cyber Phys. Syst., 2021

Leveraging Structured Biological Knowledge for Counterfactual Inference: A Case Study of Viral Pathogenesis.

Jeremy Zucker, Kaushal Paneri, Sara Mohammad Taheri, Somya Bhargava, Pallavi Kolambkar, Craig Bakker, Jeremy Teuton, Charles Tapley Hoyt, Kristie L. Oxford, Robert Osazuwa Ness, Olga Vitek

IEEE Trans. Big Data, 2021

Solving the Dynamics-Aware Economic Dispatch Problem with the Koopman Operator.

Ethan King, Craig Bakker, Arnab Bhattacharya, Samrat Chatterjee, Feng Pan, Matthew R. Oster, Casey J. Perkins

Proceedings of the e-Energy '21: The Twelfth ACM International Conference on Future Energy Systems, Virtual Event, Torino, Italy, 28 June, 2021

2020

Hypergames and Cyber-Physical Security for Control Systems.

Craig Bakker, Arnab Bhattacharya, Samrat Chatterjee, Draguna L. Vrabie

ACM Trans. Cyber Phys. Syst., 2020

Multi-Game Modeling for Counter-Smuggling.

Craig Bakker, Jennifer B. Webster, Kathleen E. Nowak, Samrat Chatterjee, Casey J. Perkins, Robert Brigantic

Reliab. Eng. Syst. Saf., 2020

Learning and Information Manipulation: Repeated Hypergames for Cyber-Physical Security.

Craig Bakker, Arnab Bhattacharya, Samrat Chatterjee, Draguna L. Vrabie

IEEE Control. Syst. Lett., 2020

2019

Koopman Representations of Dynamic Systems with Control.

Craig Bakker, W. Steven Rosenthal, Kathleen E. Nowak

CoRR, 2019

Learning Koopman Operators for Systems with Isolated Critical Points.

Craig Bakker, Kathleen E. Nowak, W. Steven Rosenthal

Proceedings of the 58th IEEE Conference on Decision and Control, 2019

2018

The Outer Product Structure of Neural Network Derivatives.

Craig Bakker, Michael J. Henry, Nathan O. Hodas

CoRR, 2018

Dynamic graphs, community detection, and Riemannian geometry.

Craig Bakker, Mahantesh Halappanavar, Arun V. Sathanur

Appl. Netw. Sci., 2018

2017

On the solution of differential-algebraic equations through gradient flow embedding.

Ehecatl Antonio del Rio-Chanona, Craig Bakker, Fabio Fiorelli, Michail Paraskevopoulos, Felipe Scott, Raúl Conejeros, Vassilios S. Vassiliadis

Comput. Chem. Eng., 2017