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Wednesday, April 17, 2024 7:00 pm - 8:00 pm EDT (GMT -04:00)

Open Quantum Computing, One Atom at a Time

Rajibul Islam
Faculty, Institute for Quantum Computing
Associate Professor, Department of Physics and Astronomy, University of Waterloo
Co-founder, Open Quantum Design

Quantum-Nano Centre, 200 University Ave West, Room QNC 0101 Waterloo, ON CA N2L 3G1

Quantum computing promises to advance our computational abilities significantly in many high-impact research areas. In this period of rapid development, the experimental capabilities needed to build quantum computing devices and prototypes are highly specialized and often difficult to access. In this public talk, we'll discuss how to build quantum computing devices one atom a time using the ion-trap approach. We'll show how we build quantum bits out of individually isolated atoms, explore how we use them to simulate other complex systems, and showcase how we're building open-access hardware to advance research in this exciting field.

IQC Seminar - Alexander George-Kennedy, Georgia Tech

Quantum-Nano Centre, 200 University Ave West, Room QNC 1201 Waterloo, ON CA N2L 3G1

Protecting quantum information against noise is a widespread goal in quantum computation. In addition to implementing quantum error correcting codes, classical pre-processing steps of circuit optimization and qubit routing can greatly increase the fidelity of the result of a quantum computation. Prior work has shown that neural networks and/or reinforcement learning can be used to discover quantum error correcting codes, perform qubit routing optimized for circuit depth, and find optimal points to insert dynamical decoupling pulse sequences in a quantum circuit. We extend prior work by creating a deep reinforcement learning directed transpiler. We treat the problem of qubit routing and circuit optimization together, and can regard it as a single-player “game,” where the objective is minimizing the output circuit's estimated noise, subject to the connectivity constraints of the architecture. The “moves” in this game available to the transpiler are selecting the qubit layout, introducing SWAP gates subject to architecture constraints, and rewriting the circuit according to equivalency rules (such as introducing dynamical decoupling sequences, or simply optimizing away repeated self-adjoint gates). We train a transpiler for a specific quantum device, in our experiments, each of the available 5-qubit IBM devices, crucially including the reported error rates per gate per qubit per device as part of the transpiler training data. Running the transpilers on a series of random circuits across different devices, we compare the transpiler output circuits with IBM's transpiler outputs. We find an average improvement of 17% reduction in output error rate compared to the IBM transpiler. This is an improvement on prior work that also uses a neural network as a noise-indicating objective function, but with no explicit loading of device error rates, a different vectorization of circuits, and a greedy circuit rewrite policy. Our work is ongoing, as we intend to extend the transpiler's capability in the vein of prior work to construct error correcting codes during optimization.

Tuesday, April 23, 2024 3:00 pm - 4:00 pm EDT (GMT -04:00)

Quantum Polynomial Hierarchies: Karp-Lipton and Lower Bounds

CS/Math Seminar - Avantika Agarwal IQC

Quantum-Nano Centre, 200 University Ave West, Room QNC 1201 + ZOOM Waterloo, ON CA N2L 3G1

The Polynomial-Time Hierarchy (PH) is a staple of classical complexity theory, with applications spanning randomized computation to circuit lower bounds to ''quantum advantage'' analyses for near-term quantum computers. Quantumly, however, even though at least four definitions of quantum PH exist, it has been challenging to prove analogues for these or even basic facts from PH. This work studies three quantum-verifier based generalizations of PH, two of which are from [Gharibian, Santha, Sikora, Sundaram, Yirka, 2022] and use classical strings (QCPH) and quantum mixed states (QPH) as proofs, and one of which is new to this work, utilizing quantum pure states (pureQPH) as proofs. We first talk about solutions to open problems from GSSSY22 which include a collapse theorem for QCPH and a quantum-classical Karp-Lipton. We then talk about our results for pureQPH, including lower bounds relating QCPH to pureQPH, and finally discuss some interesting open problems related to QCPH. This talk is based on https://arxiv.org/abs/2401.01633, a joint work with Sevag Gharibian, Venkata Koppula and Dorian Rudolph.

Tuesday, April 30, 2024 3:00 pm - 4:00 pm EDT (GMT -04:00)

Two Prover Perfect Zero Knowledge for MIP*

CS/MATH Seminar - Kieran Mastel from IQC ZOOM + IN PERSON

Quantum-Nano Centre, 200 University Ave West, Room QNC 1201 Waterloo, ON CA N2L 3G1

The recent MIP*=RE theorem of Ji, Natarajan, Vidick, Wright, and Yuen shows that the complexity class MIP* of multiprover proof systems with entangled provers contains all recursively enumerable languages. In prior work Grilo, Slofstra, and Yuen showed (via a technique called simulatable codes) that every language in MIP* has a perfect zero knowledge (PZK) MIP* protocol.  The MIP*=RE theorem uses two-prover one-round proof systems, and hence such systems are complete for MIP*. However, the construction in Grilo, Slofstra, and Yuen uses six provers, and there is no obvious way to get perfect zero knowledge with two provers via simulatable codes. This leads to a natural question: are there two-prover PZK-MIP* protocols for all of MIP*?

In this talk we answer the question in the affirmative. For the proof, we use a new method based on a key consequence of the MIP*=RE theorem, which is that every MIP* protocol can be turned into a family of boolean constraint system (BCS) nonlocal games. This makes it possible to work with MIP* protocols as boolean constraint systems, and in particular allows us to use a variant of a construction due to Dwork, Feige, Kilian, Naor, and Safra which gives a classical MIP protocol for 3SAT with perfect zero knowledge. To show quantum soundness of this classical construction, we develop a toolkit for analyzing quantum soundness of reductions between BCS games, which we expect to be useful more broadly. This talk is based on joint work with William Slofstra

Wednesday, May 1, 2024 12:00 pm - 1:00 pm EDT (GMT -04:00)

IQC Student Seminar Featuring Alexander Frei

Fermionic encodings: BK Superfast, ternary trees, and even fermionic encodings

Quantum-Nano Centre, 200 University Ave West, Room QNC 1201 Waterloo, ON CA N2L 3G1

We give an introduction to fermionic encoding schemes applicable in the context of quantum simulation of fermionic systems in condensed matter physics, lattice gauge theories, and in quantum chemistry.
 
For this we will focus on the circuit depth overhead for a variety of constructions of fermionic encodings, more precisely in terms of their weight given by the choice of encoding within the Pauli group, and as such also in terms of their circuit depth due to multi-qubit rotation gates.
 
In particular we will introduce the Fenwick tree encoding due to Bravyi and Kitaev, as well as an optimal all-to-all encoding scheme in terms of ternary trees due to Jiang et al, and put those in perspective with the well-known fermionic encoding given by the Jordan-Wigner transformation. Such encoding schemes of fermionic systems with all-to-all connectivity become relevant especially in the context of molecular simulation in quantum chemistry.
 
We then further discuss the encoding of the algebra of even fermionic operators, which becomes particularly handy in the estimation of ground state energies for complex materials and their phase transitions in condensed matter physics.
 
In particular, we will introduce here the so-called Bravyi--Kitaev superfast encoding for the algebra of even fermionic operators, as well as the compact encoding due to Klassen and Derby as a particular variant thereof. These encoding schemes require the further use of stabilizer subspaces and so of fault-tolerant encoding schemes for their practical implementation for the purpose of quantum simulation. We then finish with a further improvement, the so-called supercompact encoding, due to Chen and Xu. In particular, we will focus here on its code parameters (more precisely its encoding rate and code distance) and put those in perspective with the previous compact encoding due to Klassen and Derby.
 
This talk is meant as an expository talk on available encoding schemes for fermionic systems, together with their best practices for the purpose of quantum simulations.

Tuesday, May 14, 2024 - Thursday, May 16, 2024 (all day)

ETSI/IQC Quantum Safe Cryptography Conference 2024

ETSI and the Institute for Quantum Computing are pleased to announce the 10th ETSI/IQC Quantum Safe Cryptography Conference, taking place in Singapore on May 14-16, 2024. The event will be hosted by the Centre for Quantum Technologies, National University of Singapore.

This event was designed for members of the business, government, and research communities with a stake in cryptographic standardization to facilitate the knowledge exchange and collaboration required to transition cyber infrastructures and business practices to make them safe in an era with quantum computers. It aims to showcase both the most recent developments from industry and government and cutting-edge potential solutions coming out of the most recent research.