Quantum circuits and their role in demonstrating quantum supremacy

There's a lot of discussion and (possibly well-deserved) hype nowadays about quantum computation and its potential for computation at speeds we simply can't reach with the classical computers we're used to today. The excitement about this has been building for years, even decades, but it's only very recently that we've really been approaching a solid … Continue reading Quantum circuits and their role in demonstrating quantum supremacy

Why physicists care about the Firewall Paradox

[Guest post by Noah Miller - a Harvard Physics Ph.D student that took our seminar. Noah's webpage contains wonderful and extensive notes that can be of interest to computer scientists. --Boaz] (The following blog post serves as an introduction to the following notes:) Black Holes, Hawking Radiation, and the Firewall There are many different types of "theoretical physicists." There are theoretical … Continue reading Why physicists care about the Firewall Paradox

Quantum Games

Nilin Abrahamsen nilin@mit.edu Daniel Alabi alabid@g.harvard.edu Mitali Bafna mitalibafna@g.harvard.edu Emil Khabiboulline ekhabiboulline@g.harvard.edu Juspreet Sandhu jus065@g.harvard.edu Two-prover one-round (2P-1R) games have been the subject of intensive study in classical complexity theory and quantum information theory. In a 2P-1R game, a verifier sends questions privately to each of two collaborating provers , who then aim to respond … Continue reading Quantum Games

Towards Quantum PCP: A Proof of the NLETS Theorem

By Abhijit Mudigonda, Richard Wang, and Lisa Yang This is part of a series of blog posts for CS 229r: Physics and Computation. In this post, we will talk about progress made towards resolving the quantum PCP conjecture. We'll briefly talk about the progression from the quantum PCP conjecture to the NLTS conjecture to the … Continue reading Towards Quantum PCP: A Proof of the NLETS Theorem

Quantum Approximate Optimization Algorithm and Applications

Motivation   Quantum computers have demonstrated great potential for solving certain problems more efficiently than their classical counterpart. Algorithms based on the quantum Fourier transform (QFT) such as Shor's algorithm offer an exponential speed-up, while amplitude-amplification algorithms such as Grover's search algorithm provide us with a polynomial speedup. The concept of "quantum supremacy" (quantum computers … Continue reading Quantum Approximate Optimization Algorithm and Applications

Tensor Networks, Matrix Product States and Density Matrix Renormalization Group

In this note, we introduce the notions of tensor networks and matrix product states (MPS). These objects are particularly useful in describing quantum states of low entanglement.

We then discuss how to efficiently compute the ground states of the Hamiltonians of 1D quantum systems (using classical computers). The density matrix renormalization group (DMRG), due to White (1992, 1993), is arguably the most successful heuristic for this problem. We describe it in the language of tensor networks and MPS.

Efficient preparation of thermal states of quantum systems: natural or artificial

Cross-posted from https://wsmoses.com/blog/2018/12/18/boaz/Lecturer: Aram HarrowScribes: Sinho Chewi, William S. Moses, Tasha Schoenstein, Ary SwaminathanNovember 9, 2018OutlineSampling from thermal states was one of the first and (initially) most important uses of computers. In this blog post, we will discuss both classical and quantum Gibbs distributions, also known as thermal equilibrium states. We will then discuss Markov chains … Continue reading Efficient preparation of thermal states of quantum systems: natural or artificial

Theory Blog Aggregator Up!

The Theory of Computing Blog Aggregator is now back online at a new website: http://cstheory-feed.org/ . There is also a twitter feed at https://twitter.com/cstheory . See this blog post by Suresh Venkatasubramanian (who, together with Arnab Bhattacharyya, is responsible for the aggregator's revival - thank you!!) for more details. This is a good opportunity to … Continue reading Theory Blog Aggregator Up!