My main research topics are:
Chemical Reaction Network Theory.
Systems Biology.
Infectious Disease Modeling.
System Identification.
Determination (uniqueness and stability) of Various Evolution Partial Differential Equations.
Quantitative Adverse Outcome Pathway Modelling.
Toxicity Prediction.
Forward and Inverse Problems for Time Fractional Diffusion Equations.
Publications:
A Novel Technique for Model Reduction of Biochemical Reaction Networks, (with A. Van Messem, S. Rao), IFAC, Volume 51 (19), 2018.
Perturbation Analysis of Gradient-based Adversarial Attacks, (with U. Ozbulak, W. De Neve, A. Van Messem), Pattern Recognition Letters, Volume 135, 2020.
An Automated Model Reduction Method for Biochemical Reaction Networks, (with A. Van Messem, S. Rao), Symmetry, Volume 12 (8), 2020.
Parameter Estimation for Models of Chemical Reaction Networks from Experimental Data of Reaction Rates (with A. Van Messem, S. Rao), International Journal Control, Volume 96 (2), 2023.
Microwave-exfoliated 2D oligo-layer MoO3-x nanosheets with outstanding molecular adsorptivity and room-temperature gas sensitivity on ppb level (with Z. Wei, L. Liu, F. Verpoort, J, Hu, Z. Jin, S. Zhuiykov), Chemical Engineering Journal, Volume 454 (3), 140076, 2023.
Small polystyrene microplastics interfere with the breakdown of milk proteins during static in vitro simulated human gastric digestionl (with M. K. de Guzman, D. Stanic-Vucinic, N. Gligorijevic, L. Wimmer, T. Lujic, T. Vasovic, L. A. Dailey, S. Van Haute, T. Cirkovic Velickovic), Environmental Pollution, Volume 335, 2023.
Model Reduction and Parameter Estimation for Models of BioChemical Reaction Networks from Partial Experimental Data of Species Concentrations (PhD thesis), Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium, 2023.
Parameter Estimation for Models of Chemical Reaction Networks from Partial Experimental Data of Species Concentrations (with S. Rao), Bioengineering, Volume 10 (9), 2023.