/Quantum_Tech_Project_M_Tech_IISc

This repository contains my current undergoing research works in Quantum technology. My primary interest is to know "WHY" and "WHERE" Quantum-ness can be used as a resource in computation.

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Quantum_Tech_Project_M_Tech_IISc

This repository contains my current research work in Quantum technology. My primary interest is in knowing "WHY" and "WHERE" Quantum-ness can be used as a resource in computation.

Advisor: Prof. Apoorva Patel, IISc Benagluru

Phase-I (August-November '23): Review of different domains of Quantum Computing

⭐ Quantum Complexity Theory (QCT)

Paper reviews

Forrelation: A problem that optimally separates quantum and classical computation [Aaronson-Ambianis 2015]. (Reviewed; see presentation folder)

Oracle separation of BQP and PH(Polynomial Hierarchy) [Raz-Tal 2018]. (Partially reviewed. Forrelation)

Verifiable Qauntum Advantage without structure [Yamakawa-Zhandry 2022]. (Reviewed; see presentation folder)

⭐ Quantum Linear System Algorithms (QLSA)

Paper reviews

Efficient Quantum Algorithms for Dissipative Nonlinear Differential Equation [Jin-Peng Liu,..., Andrew Childs 2021]. (Reviewed; see presentation folder)

Towards provably efficient Quantum algorithms for large-scale Machine-learning models [Pre-print: JunyuLiu,.., Liang Jiang 2023] (Reviewed; see presentation folder)

⭐ Quantum Algorithms for Optimization

Paper reviews

A review on Quantum Approximate Optimization Algorithm (QAOA) and its variant [Kostas Blekos, ..., Alessandro Summer 2023] (Review Ongoing)

Quantum computing for finance: Nature Reviews Physics [Herman, ..., Alexeev 2023] (Review Ongoing)

⭐ Quantum Learning theory

Paper reviews

Quantum Learning of Concentrated Boolean Functions [Krishna Palem, Duc Hung Pham, M. V. Panduranga Rao (2022)] (Reviewed; see presentation folder)

Phase-II (December 23): Research Proposal with exact problem Statement

Drafting the problem statement with a tentative roadmap to approach it.

Approval from the advisor and M.Tech project committee.

Phase-III (January- June 24): Working on the Proposal.

... (to be updated in due date)