Craig Bakker

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 19

Top Topics

Algebraic Equations

Dynamical Systems

Biological Knowledge

Economic Dispatch

Top Venues

ACM Trans. Cyber Phys. Syst.

Publications

Matthew R. Oster, Ethan King, Craig Bakker, Arnab Bhattacharya, Samrat Chatterjee, Feng Pan
Multi-level optimization with the koopman operator for data-driven, domain-aware, and dynamic system security. Reliab. Eng. Syst. Saf. 237 (2023)
Ethan King, Ján Drgona, Aaron Tuor, Shrirang Abhyankar, Craig Bakker, Arnab Bhattacharya, Draguna L. Vrabie
Koopman-based Differentiable Predictive Control for the Dynamics-Aware Economic Dispatch Problem. CoRR (2022)
Thiagarajan Ramachandran, Sai Pushpak Nandanoori, Subhrajit Sinha, Craig Bakker
Data-driven Characterization of Recovery Energy in Controlled Dynamical Systems using Koopman Operator. CDC (2022)
Ethan King, Ján Drgona, Aaron Tuor, Shrirang Abhyankar, Craig Bakker, Arnab Bhattacharya, Draguna L. Vrabie
Koopman-based Differentiable Predictive Control for the Dynamics-Aware Economic Dispatch Problem. ACC (2022)
Subhrajit Sinha, Sai Pushpak Nandanoori, Thiagarajan Ramachandran, Craig Bakker, Ankit Singhal
Data-driven Resilience Characterization of Control Dynamical Systems. ACC (2022)
Saurabh Biswas, Chrissi Antonopoulos, Tim Seiple, Craig Bakker, Michael Walsh, Andre Coleman
Developing a Roadmap for Tracking Sustainability in Bioenergy Transitions. ISTAS (2022)
Jeremy Zucker, Kaushal Paneri, Sara Mohammad Taheri, Somya Bhargava, Pallavi Kolambkar, Craig Bakker, Jeremy Teuton, Charles Tapley Hoyt, Kristie Oxford, Robert Osazuwa Ness, Olga Vitek
Leveraging Structured Biological Knowledge for Counterfactual Inference: a Case Study of Viral Pathogenesis. CoRR (2021)
Ethan King, Craig Bakker, Arnab Bhattacharya, Samrat Chatterjee, Feng Pan, Matthew R. Oster, Casey J. Perkins
Solving the Dynamics-Aware Economic Dispatch Problem with the Koopman Operator. e-Energy (2021)
Jeremy Zucker, Kaushal Paneri, Sara Mohammad Taheri, Somya Bhargava, Pallavi Kolambkar, Craig Bakker, Jeremy Teuton, Charles Tapley Hoyt, Kristie Oxford, Robert Osazuwa Ness, Olga Vitek
Leveraging Structured Biological Knowledge for Counterfactual Inference: A Case Study of Viral Pathogenesis. IEEE Trans. Big Data 7 (1) (2021)
Craig Bakker, Arnab Bhattacharya, Samrat Chatterjee, Draguna L. Vrabie
Metagames and Hypergames for Deception-Robust Control. ACM Trans. Cyber Phys. Syst. 5 (3) (2021)
Craig Bakker, Arnab Bhattacharya, Samrat Chatterjee, Draguna L. Vrabie
Hypergames and Cyber-Physical Security for Control Systems. ACM Trans. Cyber Phys. Syst. 4 (4) (2020)
Craig Bakker, Arnab Bhattacharya, Samrat Chatterjee, Draguna L. Vrabie
Learning and Information Manipulation: Repeated Hypergames for Cyber-Physical Security. IEEE Control. Syst. Lett. 4 (2) (2020)
Craig Bakker, Jennifer B. Webster, Kathleen E. Nowak, Samrat Chatterjee, Casey J. Perkins, Robert Brigantic
Multi-Game Modeling for Counter-Smuggling. Reliab. Eng. Syst. Saf. 200 (2020)
Craig Bakker, W. Steven Rosenthal, Kathleen E. Nowak
Koopman Representations of Dynamic Systems with Control. CoRR (2019)
Craig Bakker, Kathleen E. Nowak, W. Steven Rosenthal
Learning Koopman Operators for Systems with Isolated Critical Points. CDC (2019)
Craig Bakker, Michael J. Henry, Nathan O. Hodas
The Outer Product Structure of Neural Network Derivatives. CoRR (2018)
Craig Bakker, Mahantesh Halappanavar, Arun V. Sathanur
Dynamic graphs, community detection, and Riemannian geometry. Appl. Netw. Sci. 3 (1) (2018)
Craig Bakker, Arnab Bhattacharya, Samrat Chatterjee, Draguna L. Vrabie
Hypergames and Cyber-Physical Security for Control Systems. CoRR (2018)
Ehecatl Antonio del Rio-Chanona, Craig Bakker, Fabio Fiorelli, Michail Paraskevopoulos, Felipe Scott, Raúl Conejeros, Vassilios S. Vassiliadis
On the solution of differential-algebraic equations through gradient flow embedding. Comput. Chem. Eng. 103 (2017)