Brian C. Kaul

Publication Activity (10 Years)

Years Active: 2006-2022
Publications (10 Years): 5

Top Topics

Online Learning

Input Parameters

Optimal Control

Top Venues

IEEE Control. Syst. Lett.

IEEE Trans. Control. Syst. Technol.

Publications

Bryan P. Maldonado, Brian C. Kaul, Catherine D. Schuman, Steven R. Young, J. Parker Mitchell
Next-Cycle Optimal Dilute Combustion Control via Online Learning of Cycle-to-Cycle Variability Using Kernel Density Estimators. IEEE Trans. Control. Syst. Technol. 30 (6) (2022)
Catherine D. Schuman, Steven R. Young, Bryan P. Maldonado, Brian C. Kaul
Real-Time Evolution and Deployment of Neuromorphic Computing at The Edge. IGSC (2021)
Bryan P. Maldonado, Brian C. Kaul, Catherine D. Schuman, Steven R. Young, J. Parker Mitchell
Next-Cycle Optimal Fuel Control for Cycle-to-Cycle Variability Reduction in EGR-Diluted Combustion. ACC (2021)
Bryan P. Maldonado, Brian C. Kaul, Catherine D. Schuman, Steven R. Young, J. Parker Mitchell
Next-Cycle Optimal Fuel Control for Cycle-to-Cycle Variability Reduction in EGR-Diluted Combustion. IEEE Control. Syst. Lett. 5 (6) (2021)
Catherine D. Schuman, Steven R. Young, J. Parker Mitchell, J. Travis Johnston, Derek C. Rose, Bryan P. Maldonado, Brian C. Kaul
Low Size, Weight, and Power Neuromorphic Computing to Improve Combustion Engine Efficiency. IGSC (Workshops) (2020)
Peter Shih, Brian C. Kaul, Sarangapani Jagannathan, James A. Drallmeier
Reinforcement-Learning-Based Output-Feedback Control of Nonstrict Nonlinear Discrete-Time Systems With Application to Engine Emission Control. IEEE Trans. Syst. Man Cybern. Part B 39 (5) (2009)
Jonathan Blake Vance, Brian C. Kaul, Sarangapani Jagannathan, James A. Drallmeier
Neuro emission controller for minimising cyclic dispersion in spark ignition engines with EGR levels. Int. J. Gen. Syst. 38 (1) (2009)
Jonathan Blake Vance, Brian C. Kaul, Sarangapani Jagannathan, James A. Drallmeier
Output Feedback Controller for Operation of Spark Ignition Engines at Lean Conditions Using Neural Networks. IEEE Trans. Control. Syst. Technol. 16 (2) (2008)
Peter Shih, Brian C. Kaul, Sarangapani Jagannathan, James A. Drallmeier
Reinforcement-Learning-Based Dual-Control Methodology for Complex Nonlinear Discrete-Time Systems With Application to Spark Engine EGR Operation. IEEE Trans. Neural Networks 19 (8) (2008)
Jonathan Blake Vance, Atmika Singh, Brian C. Kaul, Sarangapani Jagannathan, James A. Drallmeier
Neural Network Controller Development and Implementation for Spark Ignition Engines With High EGR Levels. IEEE Trans. Neural Networks 18 (4) (2007)
Peter Shih, J. Vance, Sarangapani Jagannathan, Brian C. Kaul, James A. Drallmeier
Reinforcement Learning based Output-Feedback Control of Nonlinear Nonstrict Feedback Discrete-time Systems with Application to Engines. ACC (2007)
Peter Shih, Brian C. Kaul, Sarangapani Jagannathan, James A. Drallmeier
Near Optimal Output-Feedback Control of Nonlinear Discrete-time Systems in Nonstrict Feedback Form with Application to Engines. IJCNN (2007)
Atmika Singh, Jonathan Blake Vance, Brian C. Kaul, Sarangapani Jagannathan, James A. Drallmeier
Neural Network Control of Spark Ignition Engines with High EGR Levels. IJCNN (2006)
Jonathan Blake Vance, Pingan He, Brian C. Kaul, Sarangapani Jagannathan, James A. Drallmeier
Neural network-based output feedback controller for lean operation of spark ignition engines. ACC (2006)