ResearchPapersLibrary

A library for all quantum topics from beginner to advanced. It also includes the papers on arxiv relevant to my current projects.

Topics

• Understanding Different Qubit Implementations

  • Medium Article by Daniel Goldsmith
  • Superconducting qubits
  • IBM on Superconducting Qubits

• Tensor Networks

  • Belief Propagation

• QAOA

  • Read:
  • To Read:

• Classical Non Convex Optiminzation Algorithms

  • https://arxiv.org/pdf/1505.03068

• Cliffords

  • What are clifford gates and clifford circuits?

• QNN:

  • https://discuss.pennylane.ai/t/quantum-neural-networks-quanvolutional-nn/1111/9
  • https://arxiv.org/pdf/2303.05860

• HPC + Quantum

• VQE

  • Understanding Convex and Non Convex

• Lie Algerbra and Lie Groups

  • Pennylane Intro
  • Quantum Tutorials Youtube
  • Lie Algebra Book

• Complexity Theory

  • Intro to NP, Np hard and Reductions
  • BQP and Classical Complexity

• Ham Models

  • Ising
  • Hubbard
  • Skyrmion

• Miscelleneous

  • Difference between Fermi Hubbard Model and Quantum Skyrmions
  • Transmon qubits
  • AdS/CFT correspondence
  • QUBO vs QUSO
  • Qumodes vs qubits
  • Density Matrix
  • Multithreading
  • GPU Programming
  • Relationshio between spetral gap and quantum gate time

• Project Ideas

  • [Compare VQE vs PQE]
  • [Write cublas based mps and mpo and peps]

Advt of analog vs gate based computing?

If we have a 30ns simulations, analog will take 30ns. Whereas in gate based, gates T1 is of order 20/30 ns, a time evolution of 30ns wont take that much time.