Research
Read how they describe their research on their University of Alberta profile.
Latest papers
Machine learning-based model predictive control for balancing of combustion in hydrogen/diesel dual-fuel engine
Control Engineering Practice · 2026 · senior author
Hydrogen/diesel dual-fuel engines modeling using temporal Kolmogorov–Arnold networks
Transactions of the Canadian Society for Mechanical Engineering · 2026 · senior author
Hydrogen-Diesel Dual-Fuel Engine Operation Using Real-Time GRU-Based Nonlinear Model Predictive Control
arXiv (Cornell University) · 2026
From the 150 most recent of 188 publications.
Machine learning-based model predictive control for balancing of combustion in hydrogen/diesel dual-fuel engine
Hossein Mehnatkesh, Javad Kheyrollahi, David C. Gordon, Charles Robert Koch
Hydrogen/diesel dual-fuel engines modeling using temporal Kolmogorov–Arnold networks
Hossein Mehnatkesh, David Gordon, Charles Robert Koch
Hydrogen-Diesel Dual-Fuel Engine Operation Using Real-Time GRU-Based Nonlinear Model Predictive Control
Alexander Winkler, Vasu Sharma, Julian Bedei, Edward Sperling, Charles Robert Koch, David Gordon, Jakob Andert
Experimental Realization of Leak Detection and Localization in Pipeline Manifolds using Extended Kalman Filter
Aitazaz Hassan, Guilherme Ozorio Cassol, Charles Robert Koch, Stevan S. Dubljevic
Reinforcement Learning Model Predictive Control for Long-Term Regulation
Hossein Mehnatkesh, David Gordon, Charles Robert Koch
Dual-stream transformer autoencoding with contrastive k-means and spectral learning for explainable unsupervised driving-behavior clustering
Amirreza Yasami, Mohamadali Tofigh, Mahdi Shahbakhti, Charles Robert Koch
Minimizing CO2 emissions in mixed light-duty fleets through vehicle-to-trip assignment planning
Hamidreza Abediasl, Liu Yang, Charles Robert Koch, Mahdi Shahbakhti
Hydrogen-Diesel Dual-Fuel Engine Operation Using Real-Time GRU-Based Nonlinear Model Predictive Control
Alexander Winkler, Vasu Sharma, Julian Bedei, Edward Sperling, Charles Robert Koch, David Gordon, Jakob Andert
Dynamic emission analysis of a hydrogen/diesel dual-fuel engine using clustering method
Hossein Mehnatkesh, David C. Gordon, Charles Robert Koch
Systematic framework for deep learning-based predictive injection control with Bayesian hyperparameter optimization for a hydrogen/diesel dual-fuel engine
Hossein Mehnatkesh, Alexander Winkler, Edward Sperling, Javad Kheyrollahi, Mahdi Shahbakhti, David C. Gordon, Charles Robert Koch
Frequent collaborators
- Charles Koch and C. Koch: 188 shared papers
- Mahdi Shahbakhti and Charles Koch: 52 shared papers
- Mahdi Shahbakhti and C. Koch: 52 shared papers
- David Nobes and Reza Sabbagh: 27 shared papers
- Charles Koch and David Gordon: 23 shared papers
- David Gordon and C. Koch: 23 shared papers
- Stevan Dubljevic and Charles Koch: 17 shared papers
- Stevan Dubljevic and C. Koch: 17 shared papers
- David Nobes and Sina Ghaemi: 11 shared papers
- David Nobes and Charles Koch: 11 shared papers
- David Nobes and C. Koch: 11 shared papers
- Mahdi Shahbakhti and David Gordon: 9 shared papers
- John Wen and Murray Thomson: 8 shared papers
- Mohtada Sadrzadeh and Charles Koch: 7 shared papers
- Mohtada Sadrzadeh and C. Koch: 7 shared papers
- Reza Sabbagh and Charles Koch: 5 shared papers
- Reza Sabbagh and C. Koch: 5 shared papers
- Jason Olfert and Marc Secanell: 5 shared papers
- Jason Olfert and Charles Koch: 4 shared papers
- Jason Olfert and C. Koch: 4 shared papers
- Charles Koch and Vahid Hosseini: 4 shared papers
- Vahid Hosseini and C. Koch: 4 shared papers
- Robert Hayes and Charles Koch: 3 shared papers
- Robert Hayes and C. Koch: 3 shared papers
- Mahdi Shahbakhti and Vahid Hosseini: 3 shared papers
- Sina Ghaemi and Charles Koch: 2 shared papers
- Sina Ghaemi and C. Koch: 2 shared papers
- Robert Hayes and Stevan Dubljevic: 2 shared papers
- Mehrdad Saif and Charles Koch: 2 shared papers
- Mehrdad Saif and C. Koch: 2 shared papers
- John Wen and Charles Koch: 1 shared paper
- John Wen and Siva Sivoththaman: 1 shared paper
- John Wen and C. Koch: 1 shared paper
- Robert Hayes and Marc Secanell: 1 shared paper
- Mahdi Shahbakhti and Patrick Kirchen: 1 shared paper
- Rudolf Seethaler and Charles Koch: 1 shared paper
- Rudolf Seethaler and C. Koch: 1 shared paper
- Patrick Kirchen and Murray Thomson: 1 shared paper
- Patrick Kirchen and Charles Koch: 1 shared paper
- Patrick Kirchen and C. Koch: 1 shared paper
- Murray Thomson and Charles Koch: 1 shared paper
- Murray Thomson and C. Koch: 1 shared paper
- Charles Koch and Siva Sivoththaman: 1 shared paper
- Charles Koch and Marc Secanell: 1 shared paper
- Siva Sivoththaman and C. Koch: 1 shared paper
- Marc Secanell and C. Koch: 1 shared paper
- Mechanical Engineering Dept
- Mechanical Engineering
- Chemical and Materials Engineering Dept
- School of Sustainable Energy Engineering
- Chemical and Materials Engineering
- Faculty of Engineering
- Department of Mechanical and Mechatronics Engineering
- Other
Co-authors at University of Alberta, colored by department. Thicker lines mean more shared papers; select anyone to open their profile and their own map.
Charles Koch
Mechanical Engineering
188 shared papers, latest 2026
Mahdi Shahbakhti
Mechanical Engineering Dept
52 shared papers, latest 2026
David Gordon
Mechanical Engineering Dept
23 shared papers, latest 2026
Stevan Dubljevic
Chemical and Materials Engineering Dept
17 shared papers, latest 2026
David Nobes
Mechanical Engineering Dept
11 shared papers, latest 2024
Mohtada Sadrzadeh
Mechanical Engineering Dept
7 shared papers, latest 2018
Reza Sabbagh
Mechanical Engineering Dept
5 shared papers, latest 2017
Vahid Hosseini
School of Sustainable Energy Engineering
4 shared papers, latest 2024
Jason Olfert
Mechanical Engineering Dept
4 shared papers, latest 2022
Robert Hayes
Chemical and Materials Engineering
3 shared papers, latest 2019
Mehrdad Saif
Faculty of Engineering
2 shared papers, latest 2011
Sina Ghaemi
Mechanical Engineering Dept
2 shared papers, latest 2019
Patrick Kirchen
Department of Mechanical Engineering
1 shared papers, latest 2007
Murray Thomson
Department of Mechanical & Industrial Engineering
1 shared papers, latest 2010
John Wen
Department of Mechanical and Mechatronics Engineering
1 shared papers, latest 2012
Siva Sivoththaman
Department of Electrical and Computer Engineering
1 shared papers, latest 2012
Marc Secanell
Mechanical Engineering
1 shared papers, latest 2019
Alvaro Osornio Vargas
Pediatrics
1 shared papers, latest 2022
Rudolf Seethaler
School of Engineering
1 shared papers, latest 2013
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Profile data last refreshed on September 29, 2026 from the university directory, publication records and public research funding records.