Dr. Pouria Ramazi

[47] Ajoodani, A.*, Nazif,  S., and Ramazi, P. "Towards a Realistic Data-Driven Leak Localization in Water Distribution Networks.'' Water, 2025.

[46]  Chakraborty, A.*, Miry, R.*, Greiner, R., Lewis, M., Wang, H., Guan, T., and Ramazi, P. "Deep Learning for Disease Outbreak Prediction: A parallel LSTM-CNN model.'' Journal of the Royal Society Interface, 2025.

[45] Schmid, J.*,  Simmons, S., Poesch, M., Ramazi, P., and Lewis, P. "Analyzing recreational fishing effort - Gender differences and the impact of Covid-19.'' Canadian Journal of Fisheries and Aquatic Sciences, 2025.

[44] Taheri Tayebi*, Schmid, J.*, Simmons, S., Poesch, M., Lewis, M., and Ramazi, P. "Webpage Views as a Proxy for Angler Pressure and Effort: Insights from Bayesian Networks.'' Canadian Journal of Fisheries and Aquatic Sciences, 2025.
   
[43] Mari Oriyad, A.\sr and Ramazi, P. "Optimizing accuracy, recall, specificity, and precision using ILP." Mathematics,
   2025.

[42] Alipour, F.∗ , Dokshin, F., Maleki, Z., Song, Y., and Ramazi, R. “People diffuse information if enough but not too many others do so.” PNAS Nexus, 2024.

[41] Chakraborty, A.∗ , Gao, S., Miry, R.∗ , Ramazi, P., Greiner, R., Lewis, A., Wang, H. “An early warning indicator trained on stochastic disease-spreading models with different noises.” Journal of Royal Society Interface, 2024.

[40] Chakraborty, A.∗ , Wang, H., and Ramazi, P. “From policy to prediction: Assessing forecasting accuracy in an integrated framework with machine learning and disease models.”Journal of Computational Biology, 2024.

[39] Rajaee, M.∗ and Ramazi, P. “Mixed populations of coordinators, anticoordinators, and imitators: stochastic stability.” IEEE Transactions on Automatic Control, 2024.

[38] Sakhaei, N.∗ , Maleki, Z., and Ramazi, P. “Equilibrium analysis and control of coordinating decision-making populations.” IEEE Transactions on Automatic Control, 2024.

[37] Alamiyan-Harandi, F.∗ , Ramazi, P. “Environmental-impact based multi-agent reinforcement learning.” Applied Sciences, 2024.

[36] Aghaeeyan, A.∗ , Lewis, M., and Ramazi, P. “The majority of Canadians likely behaved as myopic rationalists rather than success-based learners when deciding on their first dose of COVID-19 vaccination.” Frontiers in Public Health, 2024.

[35] Lekamalage, A.∗ , Aghaeeyan A.∗ , and Ramazi, P. “Extending Identifiability Results from Continuous to Discrete-Space Systems.” IEEE Control System Letters, 2024.

[34] Aghaeeyan, A.∗ , Ramazi, P. and Lewis, M. “Revealing decision-making strategies of Americans in taking COVID-19 vaccination.” Bulletin of Mathematical Biology, 2024.

[33] Ramazi, P., Cao, M. and J. M. A. Scherpen. “Tightening Poincare-Bendixson theorem after counting separately the fixed points on the boundary and interior of a planar region.”Electronic Journal of Qualitative Theory of Differential Equations, 2024.

[32] Le, H.∗ , Aghaeeyan, A.∗ , Ramazi, P. “Heterogeneous Mixed Populations of Conformists, Nonconformists, and Imitators.” IEEE Transactions on Automatic Control, 2024.

[31] Roohi, Mohammad Ali.∗ , Nazif, S., and Ramazi, P. “Tackling data challenges in forecasting effluent characteristics of wastewater treatment plants.” Journal of Environmental Management, 2024.

[30] Heggeruda, C., Xua, J., Wang, H., Lewis, M., Zurawelld, R., Charlie, L., Vinebrookeb, R., and Ramazi, P. “Predicting imminent cyanobacterial blooms in lakes using incomplete timely data.” Water Resources Research, 2024.

[29] Fu., Y.∗ , and Ramazi, P. “Evolutionary matrix-game dynamics under imitation in heterogeneous populations.” Automatica, 2024.

[28] Ramazi, P., Zhang, F., and Cao, M. “Cooperative Concurrent Targeting for Planar Arrays of Point Sources.” Automatica, 2024.

[27] Riehl, J., Ramazi, P., and Cao, M. “Controlling Networks of Imitative Agents.” IEEE Transactions on Network Science and Engineering, 2024.

[26] Juping, J., Dzevela Kong, J., Ramazi, P., Wang, H., Wang, L., and Watmough, J. “Climate-dependent effectiveness of nonpharmaceutical interventions on COVID-19 mitigation.” Mathematical Biosciences, 2023.

[25] Hasheminejad, N.∗ , and Ramazi, P. “Equilibration of coordinating imitation and best-response dynamics.” IEEE Control System Letters, 2023.

[24] Ramazi, P., and Roohi, M∗ . “Characterizing oscillations in heterogeneous populations of coordinators and anticoordinators.” Automatica, 2023.

[23] Fisher, S., Ramazi, P., Simmons, S., Poesch, M., Lewis, M. A. “Boosting propagule transport models with individual-specific data from mobile apps.” Journal of Applied Ecology, 2023.

[22] Wang, X., Wang, H., Ramazi, P., Nah, K., and Lewis, M. “From policy to prediction: Forecasting COVID-19 dynamics under imperfect vaccination.” Bulletin of Mathematical Biology, 2022.

[21] Wang, X., Wang, H., Ramazi, P., Nah, K., and Lewis, M. “A hypothesis-free bridging of disease dynamics and non-pharmaceutical policies.” Bulletin of Mathematical Biology, 2022.

[20] Ramazi, P., Riehl, J. and Cao, M. “The Lower Convergence Tendency of Imitators Compared to Best Responders.” Automatica, 2022.

[19] Haratian, A., Fazelinia H., Maleki, Z., Ramazi, P., Wang, H., Lewis M. A., Greiner, R., Wishart D. “Dataset of COVID-19 outbreak and potential predictive features in the USA.” Data in Brief, 2021. Doi: https://doi.org/10.1101/2020.10.16.20214098.

[18] Ramazi, P., Fisher, S., Alexander, J., Clayton, J., Andrew, P., Greiner, R.,  and Lewis, M. A. “M. cerebralis spread and establishment: A graphical synthesis.” Canadian Journal of Fisheries and Aquatic Sciences, 2021.

[17] Ramazi, P., Haratian, A., Meghdadi, M., Mari Oriyad, A., Lewis M. A., Maleki, Z., Vega, R., Wang, H., Wishart, D. S., Greiner, R. “Accurate long-range forecasting of COVID-19 mortality in the USA” Scientific Reports, 2021.

[16] Govart, A., Ramazi, P. and Cao, M. “Rationality, imitation and rational imitation in spatial public goods games. IEEE Transactions on Control of Network Systems, 2021.

[15] Ramazi, P., Kunegel-Lion, M., Greiner, R. and Lewis, M. A. “Exploiting the full potential of Bayesian networks in predictive ecology.” Methods in Ecology and Evolution, 2020.

[14] Le, H., and Ramazi, P. “Heterogeneous mixed populations of best-responders and imitators: equilibrium convergence and stability.” IEEE Transactions on Automatic Control, (accepted 2020) to appear Aug 2021.

[13] Ramazi, P., Kunegel-Lion, M., Greiner, R. and Lewis, M. A. “Predicting infestations using machine-learning: A mountain pine beetle case study.” Ecology and Evolution, (accepted 2020).

[12] Ramazi, P. and Cao, M. “Convergence of linear threshold decision-making dynamics in finite heterogeneous populations.” Automatica, 2020.

[11] Ramazi, P. and Cao, M.  “Global convergence for replicator dynamics of repeated snowdrift games.” IEEE Transactions on Automatic Control, (accepted 2020) to appear Jan 2021.

[10] Riehl, J., Ramazi, P. and Cao, M. “Incentive-Based control of asynchronous best-response dynamics on binary decision networks.” IEEE Transactions on Control of Network Systems, 2018.

[9] Riehl, J., Ramazi, P. and Cao, M. “A survey on the analysis and control of evolutionary matrix games.” Annual Reviews in Control, 2018.

[8] Ramazi, P. Riehl, J. and Cao, M. “Homophily, heterophily and the diversity of messages in decision-making social networks.” Royal Society Open Science, 2018.

[7] Ramazi, P. and Cao, M. “Asynchronous decision-making dynamics under best-response update rule in finite heterogeneous populations.” IEEE Transactions on Automatic Control, 2017.

[6] Ramazi, P., Jardon, H. and Cao, M. “Limit sets within curves where trajectories converge to.” Applied Mathematics Letters, 2017.

[5] Ramazi, P., Riehl, J. and Cao, M. “Networks of conforming and non-conforming individuals tend to reach satisfactory decisions.” Proceedings of National Academy of Sciences (PNAS), 2016.

[4] Ramazi, P., Cao, M. and Weissing F.J. “Evolutionary dynamics of homophily and heterophily.” Scientific Reports, 2016.

[3] Ramazi, P., Hessel, J. and Cao, M. “How feeling betrayed affects cooperation.” PLoS ONE, 2015.

[2] Ramazi, P., Hjalmarsson, H. and Martensson, J. “Variance analysis of identified linear MISO models having spatially correlated inputs, with application to parallel Hammerstein models.” Automatica, 2014.

[1] Ramazi, P., Shoeiby, B. and Abbasian, T.  “The extension of Sarrus’ Rule for finding the determinant of a 4×4 matrix.” The American Mathematical Monthly, 2012.

CONFERENCES

[16] Aghaeeyan, A.∗ , and Ramazi, P. “From Discrete to Continuous Imitation Dynamics: Discrete Fluctuations Do not Scale with Population Size” In Proc. of the 2024 Conference on Decision and Control (CDC), Italy, Dec. 2024.

[15] Sarathchandra, A.∗ , and Ramazi, P. “Threshold Identifiability of Linear Threshold and Anti-Threshold Dynamics.” In Proc. of the 2024 Conference on Decision and Control (CDC), Italy, Dec. 2024.

[14] Aghaeeyan, A.∗ , and Ramazi, P. “From Discrete to Continuous Best-Response Dynamics: Discrete Fluctuations Do not Scale with the Population Size.” In Proc. of the 2024 American Control Conference (ACC), Toronto, Canada, Jul. 2024.

[13] Le, H.∗ , and Ramazi, P. “Heterogeneous mixed populations of coordinators, anticoor- dinators and imitators: equilibrium analysis.” In Proc. of the 62nd Conference on Decision and Control (CDC23), Singapore, Dec. 2023.

[12] Ramazi, P., and Roohi, M. “Characterizing oscillations in heterogeneous populations of coordinators and anticoordinators.” In Proc. of the 61st Conference on Decision and Control (CDC22), Cancun, Mexico, Dec. 2022.

[11] Saeedi, N.∗ , Richard D.∗ , and Ramazi, P. “Evolutionary dynamics of mixed rings of coordinators and anticoordinators.” In Proc. of the 61st Conference on Decision and Control (CDC22), Cancun, Mexico, Dec. 2022.

[10] Jamshidian, M.∗ , Maleki Z., and Ramazi, P. “The Neglected Bi-Threshold Aspect of Human Decision-Making: Convergence and Stability Analysis.” In Proc. of the 60th Conference on Decision and Control (CDC21), Texas, USA, Dec. 2021.

[9] Sakhaei, N.∗ , Maleki, Z., and Ramazi, P. “Equilibration Analysis and Control of Coordinating Decision-Making Populations.” In Proc. of the 60th Conference on Decision and Control (CDC21), Texas, USA, Dec. 2021.

[8] Roohi, M. H., Ramazi, P., Chen, T. “Towards accurate root-alarm identification: The causal Bayesian network approach.” 5th Conference on Control and Fault-Tolerant Systems (SysTol21), France, Sep. 2021.

[7] Le, H. and Ramazi, P. “Heterogeneous mixed populations of best-responders and imitators: Equilibrium convergence.” In Proc. of the 58th Conference on Decision and Control (CDC19), Nice, France, Dec. 2019.

[6] Fu, Y. and Ramazi, P. “Asynchronous decision-making dynamics under imitation update rule in heterogeneous populations.” In Proc. of the 58th Conference on Decision and Control (CDC19), Nice, France, Dec. 2019.

[5] Govaert, A., Ramazi, P. and Cao, M. “Convergence of imitation dynamics for public goods games on networks.” In Proc. of the 56th Conference on Decision and Control (CDC17), Melbourne, Australia, Dec. 2017.

[4] Riehl, J., Ramazi, P. and Cao, M. “Controlling networks of imitative agents.” In Proc. of the 56th Conference on Decision and Control (CDC17), Melbourne, Australia, Dec. 2017.

[3] Ramazi, P. and Cao, M. “Analysis and control of strategic interactions in finite heterogeneous populations under best-response update rule.” In Proc. of the 54th Conference on Decision and Control (CDC15), Osaka, Japan, Dec. 2015.

[2] Ramazi, P. and Cao, M. “Stability analysis for replicator dynamics of evolutionary snowdrift games.” In Proc. of the 53rd Conference on Decision and Control (CDC14), Los Angeles, USA, Dec. 2014.

[1] Zhang, F., Ramazi, P. and Cao, M. “Distributed concurrent targeting for linear arrays of point sources.” In Proc. of the 19th IFAC World Congress, Cape Town, South Africa, Aug. 2014.