92 citations · 240 across the 12 of their papers we have counts for
3 papers · 1 filter
Towards a Unified Quantum Protocol Framework: Classification, Implementation, and Use Cases
Shraddha Singh, Mina Doosti, Natansh Mathur +4
We present a framework for the unification and standardization of quantum network protocols, making their realization easier and expanding their use cases to a broader range of com…
Quantum Fourier Networks for Solving Parametric PDEs
Nishant Jain, Jonas Landman, Natansh Mathur +1
Many real-world problems, like modelling environment dynamics, physical processes, time series etc., involve solving Partial Differential Equations (PDEs) parameterised by problem-…
Improved Financial Forecasting via Quantum Machine Learning
Sohum Thakkar, Skander Kazdaghli, Natansh Mathur +3
Quantum algorithms have the potential to enhance machine learning across a variety of domains and applications. In this work, we show how quantum machine learning can be used to im…