Published in submitted to Automatica, 2022
Recommended citation: S. Balakrishnan, A. Hasnain, ..., E. Yeung. (2021). " Data-Driven Observability Decomposition with Koopman Operators for Optimization of Output Functions of Nonlinear Systems." arXiv preprint arXiv:2210.09343.
Published in In Review, Nature Communications, 2022
Recommended citation: A. Hasnain, S. Balakrishnan, ..., E. Yeung. (2022). "Learning transcriptome dynamics for discovery of optimal genetic reporters of novel compounds." bioRXiv preprint https://doi.org/10.1101/2022.05.27.493781.
Published in Preprint, 2021
Recommended citation: S. Balakrishnan, A. Hasnain, ..., E. Yeung. (2021). "The Effect of Sensor Fusion on Data-Driven Learning of Koopman Operators ." arXiv preprint arXiv:2106.15091v.
Published in 2020 IEEE American Control Conference, Virtual Conference, 2020
Recommended citation: S. Balakrishnan, A. Hasnain, ..., E. Yeung. (2020). "Prediction of fitness in bacteria with causal jump dynamic mode decomposition." 2020 IEEE American Control Conference. arXiv preprint arXiv:2006.12726. http://aqibhasnain.github.io/files/balakrishnan2020prediction.pdf
Published in 2020 IEEE American Control Conference, Virtual Conference, 2020
Recommended citation: A. Hasnain, N. Boddupalli, E. Yeung. (2020). "Steady state programming of controlled nonlinear systems via deep dynamic mode decomposition." 2020 IEEE American Control Conference. arXiv preprint arXiv:1909.13385. http://aqibhasnain.github.io/files/hasnain2020steady.pdf
Published in 2019 IEEE Conference on Decision and Control, Nice, France, 2019
Recommended citation: A. Hasnain, N. Boddupalli, E. Yeung. (2019). "Optimal reporter placement in sparsely measured genetic networks using the Koopman operator." 2019 IEEE Conference on Decision and Control. 19-24. http://aqibhasnain.github.io/files/hasnain2019optimal.pdf
Published in 2019 IEEE Conference on Decision and Control, Nice, France, 2019
Recommended citation: N. Boddupalli, A. Hasnain, E. Yeung. (2019). "Koopman Operators for Generalized Persistence of Excitation Conditions for Nonlinear Systems." 2019 IEEE Conference on Decision and Control. 8106-8111. http://aqibhasnain.github.io/files/boddupalli2019koopman.pdf
Published in 2019 IEEE Biomedical Circuits and Systems Conference, Nara, Japan, 2019
Recommended citation: A. Hasnain, ..., E. Yeung. (2019). "A data-driven method for quantifying the impact of a genetic circuit on its host." 2019 IEEE Biomedical Circuits and Systems Conference. 1-4. http://aqibhasnain.github.io/files/hasnain2019impact.pdf
Published in Physical Review Fluids, 2019
Recommended citation: O. Oladasu, A. Hasnain, ..., K. Alba. (2019) Density-stable displacement flow of immiscible fluids in inclined pipes. "." Physical Review Fluids. 4, 4 (044007). http://aqibhasnain.github.io/files/oladasu2019density.pdf
Published in Physics of Fluids, 2017
Recommended citation: A. Hasnain, K. Alba. (2017) " Buoyant displacement flow of immiscible fluids in inclined ducts: A theoretical approach." Physics of Fluids. 29, 5 (052102). http://aqibhasnain.github.io/files/hasnain2017buoyanttheory.pdf
Published in Journal of Fluid Mechanics, 2017
Recommended citation: A. Hasnain, E. Segura, K. Alba. (2017) " Buoyant displacement flow of immiscible fluids in inclined pipes. " Journal of Fluid Mechanics. 824 (661-687). http://aqibhasnain.github.io/files/hasnain2017buoyantexp.pdf