Network Science · Epidemic Modeling · Quantum Information
SIS/SIR dynamics under partial observation. Non-isomorphic networks producing indistinguishable spreading behaviour. Formalising equivalence classes and non-identifiability limits. Public health implications.
Compartmental model using NACO state-level surveillance data. Monte-Carlo simulations over parameter uncertainty. Finding: national-level assumptions may structurally misrepresent NE India's epidemic patterns.
Summer research at IISc ECE, Bengaluru. Python/Qiskit simulation framework. Analysed identifiability and reconstruction accuracy under structured noise models. Fellowship competitively awarded to top undergraduates across India.