[HTML][HTML] Quantum Machine Learning: Exploring the Role of Data Encoding Techniques, Challenges, and Future Directions

D Ranga, A Rana, S Prajapat, P Kumar, K Kumar… - Mathematics, 2024 - mdpi.com
Quantum computing and machine learning (ML) have received significant developments
which have set the stage for the next frontier of creative work and usefulness. This paper …

A blockchain-assisted privacy-preserving signature scheme using quantum teleportation for metaverse environment in Web 3.0

S Prajapat, G Thakur, P Kumar, AK Das… - Future Generation …, 2025 - Elsevier
At the forefront of next-generation internet technology, the concept of the metaverse is
gaining traction. It unifies the virtual and physical worlds into a single virtual realm and has …

[PDF][PDF] Hybrid Quantum–Classical Neural Networks for Efficient MNIST Binary Image Classification

D Ranga, S Prajapat, Z Akhtar, P Kumar… - Mathematics, 2024 - inspirehep.net
Image classification is a fundamental task in deep learning, and recent advances in
quantum computing have generated significant interest in quantum neural networks …