Niyaz Ahmed L

About

Mathematical modelling of nonlinear biochemical systems using semi-analytical methods to obtain compact closed-form approximations, with Machine Learning Physics Informed Neural Networks.

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Publications (4)

• A Theoretical Analysis of Nonlinear Phenomena in the Reaction-Diffusion Model under Unsteady-State Conditions in the Poly-Methyl Orange (PMO) Layer of a Non-enzymatic Biosensor for the Species Cholesterol Present in Blood
  The Journal of Physical Chemistry B 2025 DOI: 10.1021/acs.jpcb.5c01835
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• Theoretical analysis of lipase-enzymatic DKR model for racemic (R)- and (S)- ibuprofen ester in a hollow cylindrical membrane bioreactor
  Scientific Reports 2025 DOI: 10.1038/s41598-025-89583-z
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• A study using a semi-analytical approach to the reaction kinetics that describes the behavior of heterogeneous reaction–diffusion process with a glyoxyl-agarose immobilized enzyme (penicillin G acylase) in a batch reactor
  Chemical Engineering Journal 2024 DOI: 10.1016/j.cej.2024.153858
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• Analytical expression for the model that describes the heterogeneous reaction-diffusion process with immobilized enzyme (penicillin G acylase)
  Heliyon 2023 DOI: 10.1016/j.heliyon.2023.e21998
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