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Shanza Shabeer

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Open access Aug 2026

Boosted training strategy for physics-informed neural networks in modeling non-linear computer virus dynamics with vertical transmission

A Physics-Informed Neural Network based framework for an e-epidemic SI1I2R model of computer-virus spread that incorporates a possibly transmissible class, an amply transmissible class, and direct transmission, allowing nodes to be initially compromised without contact is developed.

Jamshaid Ul Rahman, Shanza Shabeer, Noreen Mustafa et al. · 0 citations