Advancing interdisciplinary research, innovation and emerging DeepTech at SITAM.
The Research & Development ecosystem at Satya Institute of Technology and Management (SITAM) promotes interdisciplinary research, innovation and technology development across emerging and application-oriented domains.
The institutional research portfolio spans Artificial Intelligence, Quantum Technologies, Cybersecurity, Fog–Edge-IoT, Digital Twins, 5G Communication Technologies, Autonomous Systems, Smart Water Infrastructure, Sustainable Energy and Social Science Research.
Professor, Department of Computer Science & Engineering
Dean – Research & Development, SITAM
Post-Doctoral Fellow, School of Computer Science and
Artificial Intelligence, SR University
Dr. V. G. Prasuna leads SITAM's research and innovation initiatives across Artificial Intelligence, Quantum Technologies, cybersecurity, distributed intelligent systems and digital twins.
Her research interests include Artificial Intelligence and Machine Learning, Quantum Computing and Quantum Algorithms, Quantum-Safe AI, Fog–Edge Computing, AI-driven Cyber-Resilience, IoT Security, Digital Twins, Physics-Informed AI, Smart Agriculture, Precision Irrigation, Water Management and AI-enhanced Weather Forecasting.
An AI-integrated digital-twin framework combining multi-sensor data, digital-twin simulations, neural operators and transformer-based fusion for scientific diagnostics and early anomaly detection.
Research focused on a quantum-classical hybrid digital twin framework for equitable canal irrigation scheduling.
A proposed institutional facility for undergraduate education, experimentation and skill development in Quantum Technologies.
The portfolio includes AI/ML and IoT initiatives addressing smart-city water infrastructure and disaster early warning for coastal small cities.
SITAM's Quantum & AI Innovation Centre (QAIC) was formally established in November 2025 under the APSCHE Quantum & AI Innovation Centre framework.
QAIC provides an institutional platform for quantum and AI education, research, experimentation and innovation.
8 Quantum Use Cases, 2 AI Use Cases and 6 Quantum Primitives across water, cybersecurity, intelligence, simulation, agriculture, defence, energy and public services.
Fujitsu Quantum Simulator Challenge 2025–26 project addressing three application domains: Pump Scheduling, Leak Detection and Hydraulic Network Calibration.
7.79% ± 0.68% improvement under normal demand.
92% top-3 accuracy — 23/25 runs, compared with 72% for the classical baseline.
VQE-based calibration experiments across multiple problem sizes.
The R&D package specifies that these results should not be presented as a claim of quantum advantage.
Agency: NHRC
Participation: Students from any branch
Focus: Welfare delivery gaps in tribal regions of
Vizianagaram District, Andhra Pradesh.
Agency: ICSSR
Participation: Students from any branch
The institutional portfolio connects faculty expertise, student participation, multidisciplinary collaboration, external research programmes and industry/technology partners.
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