BEGIN:VCALENDAR
VERSION:2.0
PRODID:researchseminars.org
CALSCALE:GREGORIAN
X-WR-CALNAME:researchseminars.org
BEGIN:VEVENT
SUMMARY:Nana Liu (Shanghai Jiao Tong University\, China)
DTSTART:20200522T000000Z
DTEND:20200522T010000Z
DTSTAMP:20260422T212930Z
UID:UTSQSI/1
DESCRIPTION:Title: <a href="https://researchseminars.org/talk/UTSQSI/1/">I
 ntroducing Adversarial Quantum Learning: Security and machine learning on 
 the quantum internet</a>\nby Nana Liu (Shanghai Jiao Tong University\, Chi
 na) as part of Centre for Quantum Software and Information Seminar Series\
 n\nAbstract: TBA\n
LOCATION:https://researchseminars.org/talk/UTSQSI/1/
END:VEVENT
BEGIN:VEVENT
SUMMARY:Nathan Wiebe (Pacific Northwest National Labs\, University of Wash
 ington)
DTSTART:20200529T000000Z
DTEND:20200529T010000Z
DTSTAMP:20260422T212930Z
UID:UTSQSI/2
DESCRIPTION:Title: <a href="https://researchseminars.org/talk/UTSQSI/2/">T
 raining fully quantum Boltzmann machines</a>\nby Nathan Wiebe (Pacific Nor
 thwest National Labs\, University of Washington) as part of Centre for Qua
 ntum Software and Information Seminar Series\n\n\nAbstract\nIn recent year
 s quantum machine learning has grown by leaps and bounds but a major probl
 em still vexes the field is how to efficiently train quantum neural networ
 ks.  This is particularly challenging because of the lack of a natural bac
 kpropagation algorithm for updating the quantum model. \nIn this talk\, I 
 will focus on an approach that can mitigate this problem through generativ
 e training.  We will show how to construct a fully quantum model of a Bolt
 zmann machine and train all of the parameters of that model for both the q
 uantum and classical parameters in the model.  In contrast\, existing meth
 ods were not able to achieve this. \nIn particular\, we will show explicit
  query upper bounds for the cost of simulation\, provide a formal proof fo
 r BQP-completeness for evaluating such neural networks and also discuss re
 maining problems in the field and how to generalize the ideas presented he
 re to go beyond Boltzmann machines to allow efficient training of broad cl
 asses of quantum neural networks.\n
LOCATION:https://researchseminars.org/talk/UTSQSI/2/
END:VEVENT
BEGIN:VEVENT
SUMMARY:Kai-Min Chung (Institute of Information Science\, Acedemia Sinica\
 , Taiwan)
DTSTART:20200602T010000Z
DTEND:20200602T020000Z
DTSTAMP:20260422T212930Z
UID:UTSQSI/3
DESCRIPTION:Title: <a href="https://researchseminars.org/talk/UTSQSI/3/">H
 ow well can a classical client delegate quantum computation?</a>\nby Kai-M
 in Chung (Institute of Information Science\, Acedemia Sinica\, Taiwan) as 
 part of Centre for Quantum Software and Information Seminar Series\n\n\nAb
 stract\nIn a recent breakthrough\, Mahadev (FOCS 2018) constructed the fir
 st classical verification of quantum computation (CVQC) protocol that allo
 ws a classical client to delegate the computation of a BQP language (i.e.\
 , a decision problem) to an efficient quantum server.\n\nIn this talk\, we
  present several generalizations of Mahadev’s work. In particular\, we i
 nitiate the study of CVQC protocols for quantum *sampling* problems and co
 nstruct the first such protocol that allows a classical client to verifiab
 ly obtain a sample drawn from a quantum computation from a quantum server.
  We also construct the first protocol with efficient verification\, i.e.\,
  the client’s runtime can be sublinear in the quantum time complexity of
  the delegated computation. Finally\, we present a generic compiler that c
 ompiles any CVQC protocol to achieve blindness\, i.e.\, the server learns 
 nothing about the client’s input\, which leads to the first constant-rou
 nd blind CVQC protocol.\n\nBased on joint works with Nai-Hui Chia\, Takash
 i Yamakawa\, Yi Lee\, Han-Husan Lin\, and Xiaodi Wu\n\nHosted by Prof Zhen
 gfeng Ji\, UTS Centre for Quantum Software and Information.\n
LOCATION:https://researchseminars.org/talk/UTSQSI/3/
END:VEVENT
BEGIN:VEVENT
SUMMARY:Maria Schuld (Xanadu\, Toronto\, Canada)
DTSTART:20200605T040000Z
DTEND:20200605T050000Z
DTSTAMP:20260422T212930Z
UID:UTSQSI/4
DESCRIPTION:Title: <a href="https://researchseminars.org/talk/UTSQSI/4/">E
 ncoding Classical Data into Quantum States for Machine Learning</a>\nby Ma
 ria Schuld (Xanadu\, Toronto\, Canada) as part of Centre for Quantum Softw
 are and Information Seminar Series\n\n\nAbstract\nWhen quantum computers a
 re used to process classical data - a setting investigated in the emerging
  field of quantum machine learning - the first step is to encode data into
  quantum states. In fact\, this is the most important step: the way we enc
 ode classical data determines almost entirely the potential power of a qua
 ntum machine learning algorithm.\nThis talk sheds light on different aspec
 ts of this data encoding\, from claims of exponential speedups to quantum 
 feature maps and quantum kernel methods.\nIn particular\, it will present 
 the framework of quantum embeddings in which a data encoding can be adapti
 vely learnt from data\, while the circuit for optimal classification follo
 ws from well-known results in quantum information theory.\n\nHosted by A/P
 rof Chris Ferrie\, UTS Centre for Quantum Software and Information.\n
LOCATION:https://researchseminars.org/talk/UTSQSI/4/
END:VEVENT
BEGIN:VEVENT
SUMMARY:Robin Blume-Kohout (Sandia National Laboratories\, Albuquerque\, N
 ew Mexico)
DTSTART:20200612T000000Z
DTEND:20200612T003000Z
DTSTAMP:20260422T212930Z
UID:UTSQSI/5
DESCRIPTION:Title: <a href="https://researchseminars.org/talk/UTSQSI/5/">U
 nderstanding crosstalk in quantum processors</a>\nby Robin Blume-Kohout (S
 andia National Laboratories\, Albuquerque\, New Mexico) as part of Centre 
 for Quantum Software and Information Seminar Series\n\n\nAbstract\nModel-b
 ased quantum tomography protocols like gate set tomography optimize a nois
 e model with some number of parameters in order to fit experimental data. 
  As the number of qubits increases\, two issues emerge: 1) the number of m
 odel parameters grows\, and 2) the cost of propagating quantum states (den
 sity matrices) increases exponentially.   The first issue can be addressed
  by considering reduced models that limit errors to being low-weight and g
 eometrically local. \n\nIn this talk\, we focus on the second issue and pr
 esent a method for performing approximate density matrix propagation based
  on perturbative expansions of error generators.  The method is tailored t
 o the likelihood optimization problem faced by model-based tomography prot
 ocols.  We will discuss the advantages and drawbacks of using this method 
 when characterizing the errors in up to 8-qubit systems.\n\nHosted by A/Pr
 of Chris Ferrie\, UTS Centre for Quantum Software and Information.  \n\nPl
 ease note\, Erik Nielsen's seminar will follow directly after Robin Blume-
 Kohout's seminar.\n
LOCATION:https://researchseminars.org/talk/UTSQSI/5/
END:VEVENT
BEGIN:VEVENT
SUMMARY:Lieven Vandersypen (QuTech\, Delft University of Technology\, Neth
 erlands)
DTSTART:20200625T060000Z
DTEND:20200625T070000Z
DTSTAMP:20260422T212930Z
UID:UTSQSI/6
DESCRIPTION:Title: <a href="https://researchseminars.org/talk/UTSQSI/6/">S
 ilicon spin qubits gain traction for large-scale quantum computation and s
 imulation.</a>\nby Lieven Vandersypen (QuTech\, Delft University of Techno
 logy\, Netherlands) as part of Centre for Quantum Software and Information
  Seminar Series\n\n\nAbstract\nExcellent control of over physical 50 qubit
 s has been achieved\, but can we also realize 50 fault-tolerant qubits? He
 re quantum bits encoded in the spin state of individual electrons in silic
 on quantum dot arrays have emerged as a highly promising avenue. In this t
 alk\, I will present our vision of a large-scale spin-based quantum proces
 sor\, and our ongoing work to realize this vision. I will also show how th
 e same platform offers a powerful platform for analog quantum simulation o
 f Fermi-Hubbard physics and quantum magnetism.\n
LOCATION:https://researchseminars.org/talk/UTSQSI/6/
END:VEVENT
BEGIN:VEVENT
SUMMARY:Erik Nielsen (Sandia National Laboratories\, Albuquerque\, New Mex
 ico)
DTSTART:20200612T003000Z
DTEND:20200612T010000Z
DTSTAMP:20260422T212930Z
UID:UTSQSI/7
DESCRIPTION:Title: <a href="https://researchseminars.org/talk/UTSQSI/7/">H
 old the onion: using fewer circuits to characterize your quoits</a>\nby Er
 ik Nielsen (Sandia National Laboratories\, Albuquerque\, New Mexico) as pa
 rt of Centre for Quantum Software and Information Seminar Series\n\n\nAbst
 ract\nModel-based quantum tomography protocols like gate set tomography op
 timize a noise model with some number of parameters in order to fit experi
 mental data.  As the number of qubits increases\, two issues emerge: 1) th
 e number of model parameters grows\, and 2) the cost of propagating quantu
 m states (density matrices) increases exponentially.   The first issue can
  be addressed by considering reduced models that limit errors to being low
 -weight and geometrically local. \n\nIn this talk\, we focus on the second
  issue and present a method for performing approximate density matrix prop
 agation based on perturbative expansions of error generators.  The method 
 is tailored to the likelihood optimization problem faced by model-based to
 mography protocols.  We will discuss the advantages and drawbacks of using
  this method when characterizing the errors in up to 8-qubit systems.\n\nH
 osted by A/Prof Chris Ferrie\, UTS Centre for Quantum Software and Informa
 tion.  \n\nPlease note\, the starting time is only an estimate as Erik Nie
 lsen's seminar will follow directly after the ~30min seminar of Robin Blum
 e-Kohout.\n
LOCATION:https://researchseminars.org/talk/UTSQSI/7/
END:VEVENT
BEGIN:VEVENT
SUMMARY:Marissa Giustina (Google AI Quantum\, Google Research)
DTSTART:20200609T010000Z
DTEND:20200609T020000Z
DTSTAMP:20260422T212930Z
UID:UTSQSI/8
DESCRIPTION:Title: <a href="https://researchseminars.org/talk/UTSQSI/8/">B
 uilding Google’s quantum computer</a>\nby Marissa Giustina (Google AI Qu
 antum\, Google Research) as part of Centre for Quantum Software and Inform
 ation Seminar Series\n\n\nAbstract\nThe Google AI Quantum team develops ch
 ip-based circuitry that one can interact with (control and read out) and w
 hich behaves reliably according to a simple quantum model. Such quantum ha
 rdware holds promise as a platform for tackling problems intractable to cl
 assical computing hardware. While the demonstration of a universal\, fault
 -tolerant\, quantum computer remains a goal for the future\, it has inform
 ed the design of a prototype with which we have recently controlled a quan
 tum system of unprecedented scale. \n\nThis talk introduces Google’s qua
 ntum computing effort from both hardware and quantum-information perspecti
 ves\, including an overview of recent technological developments and some 
 recent results.\n\nHosted by: A/Prof Nathan Langford\, UTS Centre for Quan
 tum Software and Information\n
LOCATION:https://researchseminars.org/talk/UTSQSI/8/
END:VEVENT
BEGIN:VEVENT
SUMMARY:Daniel Grier (University of Waterloo\, Canada)
DTSTART:20200616T010000Z
DTEND:20200616T020000Z
DTSTAMP:20260422T212930Z
UID:UTSQSI/9
DESCRIPTION:Title: <a href="https://researchseminars.org/talk/UTSQSI/9/">I
 nteractive Shallow Clifford Circuits: Quantum advantage against NC1 and be
 yond</a>\nby Daniel Grier (University of Waterloo\, Canada) as part of Cen
 tre for Quantum Software and Information Seminar Series\n\n\nAbstract\nRec
 ent work of Bravyi et al. and follow-up work by Bene Watts et al. demonstr
 ates a quantum advantage with shallow circuits: constant-depth quantum cir
 cuits can perform a task which constant-depth classical (i.e.\, AC^0) circ
 uits cannot. Their results have the advantage that the quantum circuit is 
 fairly practical\, and their proofs are free of hardness assumptions.  In 
 this talk\, I'll present a follow-up result\, which attempts to hold on to
  these advantages\, while increasing the power of the classical simulator.
 \n\nThe main result is a two-round interactive task which is solved by a c
 onstant-depth quantum circuit (using only Clifford gates\, between neighbo
 ring qubits of a 2D grid\, with Pauli measurements)\, but such that any cl
 assical machine/circuit for the task would need to solve parity-L-hard pro
 blems.  I'll focus on proving a slightly weaker result (NC^1-hardness)\, b
 ut the techniques generalize to parity-L.\n\nJoint work with Luke Schaeffe
 r.\n\nHosted by Michael Bremner\, UTS Centre for Quantum Software and Info
 rmation\n
LOCATION:https://researchseminars.org/talk/UTSQSI/9/
END:VEVENT
BEGIN:VEVENT
SUMMARY:Guillaume Verdon (X (formerly Google X)\, CA\, USA)
DTSTART:20200619T000000Z
DTEND:20200619T010000Z
DTSTAMP:20260422T212930Z
UID:UTSQSI/10
DESCRIPTION:Title: <a href="https://researchseminars.org/talk/UTSQSI/10/">
 Quantum-probabilistic Generative Models and Variational Quantum Thermaliza
 tion</a>\nby Guillaume Verdon (X (formerly Google X)\, CA\, USA) as part o
 f Centre for Quantum Software and Information Seminar Series\n\n\nAbstract
 \nWe introduce a new class of generative quantum-neural-network-based mode
 ls called Quantum Hamiltonian-Based Models (QHBMs). In doing so\, we estab
 lish a paradigmatic approach for quantum-probabilistic hybrid variational 
 learning of quantum mixed states\, where we efficiently decompose the task
 s of learning classical and quantum correlations in a way which maximizes 
 the utility of both classical and quantum processors. In addition\, we int
 roduce the Variational Quantum Thermalizer (VQT) algorithm for generating 
 the thermal state of a given Hamiltonian and target temperature\, a task f
 or which QHBMs are naturally well-suited. The VQT can be seen as a general
 ization of the Variational Quantum Eigensolver (VQE) to thermal states: we
  show that the VQT converges to the VQE in the zero temperature limit. We 
 provide numerical results demonstrating the efficacy of these techniques i
 n several illustrative examples. In addition to the introduction to the th
 eory and applications behind these models\, we will briefly walk through t
 heir numerical implementation in TensorFlow Quantum.\n\nHosted by Chris Fe
 rrie\, UTS Centre for Quantum Software and Information\n
LOCATION:https://researchseminars.org/talk/UTSQSI/10/
END:VEVENT
BEGIN:VEVENT
SUMMARY:Lana Mineh (QET Labs\, University of Bristol)
DTSTART:20200623T070000Z
DTEND:20200623T080000Z
DTSTAMP:20260422T212930Z
UID:UTSQSI/11
DESCRIPTION:Title: <a href="https://researchseminars.org/talk/UTSQSI/11/">
 Strategies for solving the Fermi-Hubbard model on near-term quantum comput
 ers</a>\nby Lana Mineh (QET Labs\, University of Bristol) as part of Centr
 e for Quantum Software and Information Seminar Series\n\n\nAbstract\nThe F
 ermi-Hubbard model is of fundamental importance in condensed-matter physic
 s\, yet is extremely challenging to solve numerically. Finding the ground 
 state of the Hubbard model using variational methods has been predicted to
  be one of the first applications of near-term quantum computers. Here we 
 carry out a detailed analysis and optimisation of the complexity of variat
 ional quantum algorithms for finding the ground state of the Hubbard model
 \, including costs associated with mapping to a real-world hardware platfo
 rm. The depth complexities we find are substantially lower than previous w
 ork. We performed extensive numerical experiments for systems with up to 1
 2 sites. The results suggest that the variational ansätze we used -- an e
 fficient variant of the Hamiltonian Variational ansatz and a novel general
 isation thereof -- will be able to find the ground state of the Hubbard mo
 del with high fidelity in relatively low quantum circuit depth. Our experi
 ments include the effect of realistic measurements and depolarising noise.
  If our numerical results on small lattice sizes are representative of the
  somewhat larger lattices accessible to near-term quantum hardware\, they 
 suggest that optimising over quantum circuits with a gate depth less than 
 a thousand could be sufficient to solve instances of the Hubbard model bey
 ond the capacity of classical exact diagonalisation.\n\nHosted by Michael 
 Bremner\, UTS Centre for Quantum Software and Information.  Email cqsiadmi
 n@uts.edu.au to request interactive zoom link.\n
LOCATION:https://researchseminars.org/talk/UTSQSI/11/
END:VEVENT
BEGIN:VEVENT
SUMMARY:Ramis Movassagh (MIT-IBM Watson AI Lab)
DTSTART:20200702T233000Z
DTEND:20200703T003000Z
DTSTAMP:20260422T212930Z
UID:UTSQSI/12
DESCRIPTION:Title: <a href="https://researchseminars.org/talk/UTSQSI/12/">
 Cayley Path and Quantum Supremacy</a>\nby Ramis Movassagh (MIT-IBM Watson 
 AI Lab) as part of Centre for Quantum Software and Information Seminar Ser
 ies\n\n\nAbstract\nGiven the large push by academia and industry (e.g.\, I
 BM and Google)\, quantum computers with hundred(s) of qubits are at the br
 ink of existence with the promise of outperforming any classical computer.
  Demonstration of computational advantages of noisy near-term quantum comp
 uters over classical computers is an imperative near-term goal. The foremo
 st candidate task for showing this is Random Circuit Sampling (RCS)\, whic
 h is the task of sampling from the output distribution of a random circuit
 . This is exactly the task that recently Google experimentally performed o
 n 53-qubits.\n\nStockmeyer's theorem implies that efficient sampling allow
 s for estimation of probability amplitudes. Therefore\, hardness of probab
 ility estimation implies hardness of sampling. We prove that estimating pr
 obabilities to within small errors is #P-hard on average (i.e. for random 
 circuits)\, and put the results in the context of previous works.\n\nSome 
 ingredients that are developed to make this proof possible are constructio
 n of the Cayley path as a rational function valued unitary path that inter
 polate between two arbitrary unitaries\, an extension of Berlekamp-Welch a
 lgorithm that efficiently and exactly interpolates rational functions\, an
 d construction of probability distributions over unitaries that are arbitr
 arily close to the Haar measure.\n
LOCATION:https://researchseminars.org/talk/UTSQSI/12/
END:VEVENT
BEGIN:VEVENT
SUMMARY:Rodney Van Meter (Keio University)
DTSTART:20200630T020000Z
DTEND:20200630T030000Z
DTSTAMP:20260422T212930Z
UID:UTSQSI/13
DESCRIPTION:Title: <a href="https://researchseminars.org/talk/UTSQSI/13/">
 Engineering the Quantum Internet</a>\nby Rodney Van Meter (Keio University
 ) as part of Centre for Quantum Software and Information Seminar Series\n\
 n\nAbstract\nExperimental progress toward a general-purpose Quantum Intern
 et is advancing rapidly\, but the challenges in building a Quantum Interne
 t extend far beyond having a physical layer that can create entanglement a
 cross a distance.  Quantum Internet nodes must share management of distrib
 uted tomography\, errors\, entanglement swapping\, multiplexing of resourc
 es\, selection of routes\, and more to support application-requested actio
 ns for distributed cryptographic functions\, quantum sensor networks\, and
  distributed quantum computation. I will introduce our RuleSet-based Quant
 um Internet architecture and the simulation tools that are enabling us to 
 develop working protocols\, and discuss the need for multi-disciplinary or
 ganizations to address the broad range of problems.\n\nRodney Van Meter re
 ceived a B.S. in engineering and applied science from the California Insti
 tute of Technology in 1986\, an M.S. in computer engineering from the Univ
 ersity of Southern California in 1991\, and a Ph.D. in computer science fr
 om Keio University in 2006. His current research centers on quantum comput
 er architecture and quantum networking.  Other research interests include 
 storage systems\, networking\, and post-Moore's Law computer architecture.
   He is now a Professor of Environment and Information Studies at Keio Uni
 versity's Shonan Fujisawa Campus.  He is the Vice Center Chair of Keio's Q
 uantum Computing Center.  Dr. Van Meter is a member of AAAS\, ACM and IEEE
 .\n\nHosted by Simon Devitt\, UTS Centre for Quantum Software and Informat
 ion\n
LOCATION:https://researchseminars.org/talk/UTSQSI/13/
END:VEVENT
BEGIN:VEVENT
SUMMARY:Adrian Chapman (University of Sydney)
DTSTART:20200707T010000Z
DTEND:20200707T020000Z
DTSTAMP:20260422T212930Z
UID:UTSQSI/14
DESCRIPTION:Title: <a href="https://researchseminars.org/talk/UTSQSI/14/">
 Characterization of free-fermion-solvable spin models via graph invariants
 </a>\nby Adrian Chapman (University of Sydney) as part of Centre for Quant
 um Software and Information Seminar Series\n\n\nAbstract\nFinding exact so
 lutions to spin models is a fundamental problem of many-body physics. A wo
 rkhorse technique for exact solution methods is mapping to an effective de
 scription by noninteracting fermions. The paradigmatic example of this is 
 the Jordan-Wigner transformation for finding an exact solution to the one-
 dimensional XY model. Another important example is the exact free-fermion 
 solution to the two-dimensional Kitaev honeycomb model. \n\nI will describ
 e a framework for recognizing general models which can be solved this way 
 by utilizing the tools of graph theory. Our construction relies on a conne
 ction to the graph-theoretic problem of recognizing line graphs\, which ha
 s been solved optimally. A corollary of this result is a complete set of c
 onstant-sized frustration structures which obstruct a free-fermion solutio
 n. We classify the kinds of Pauli symmetries which can be present in model
 s for which a free-fermion solution exists\, and we find that they corresp
 ond to either: (i) gauge qubits\, (ii) cycles on the free-fermion hopping 
 graph\, or (iii) the fermion parity. Clifford symmetries\, except in finit
 ely-many cases\, must be symmetries of the free-fermion Hamiltonian itself
 . We expect our characterization to motivate a renewed exploration of free
 -fermion-solvable models\, and I will close with an elaborate discussion o
 f how we expect to generalize our framework beyond generator-to-generator 
 mappings.\n
LOCATION:https://researchseminars.org/talk/UTSQSI/14/
END:VEVENT
BEGIN:VEVENT
SUMMARY:Sahand Mahmoodian (Max Planck Institute for Gravitational Physics\
 , Leibniz University\, Hannover)
DTSTART:20200903T060000Z
DTEND:20200903T070000Z
DTSTAMP:20260422T212930Z
UID:UTSQSI/15
DESCRIPTION:Title: <a href="https://researchseminars.org/talk/UTSQSI/15/">
 Quantum many-body physics of photons in waveguide QED</a>\nby Sahand Mahmo
 odian (Max Planck Institute for Gravitational Physics\, Leibniz University
 \, Hannover) as part of Centre for Quantum Software and Information Semina
 r Series\n\n\nAbstract\nThe generation and control of strongly interacting
  photons is a long-standing goal of quantum optics. In recent years\, rema
 rkable experiments with cavity QED platforms\, strongly interacting Rydber
 g atoms\, and circuit QED have demonstrated photon-photon interactions at 
 the few-body level. In this talk I show that a conceptually simple platfor
 m of two-level atoms ideally coupled to a chiral photonic mode forms an ex
 citing system for exploring the many-body physics of photons. Here\, a cla
 ss of bound photon eigenstates hold the key to understanding the dynamics 
 of this system at the few- and many-body scale. I will show that one can u
 se these states to describe the entire spectrum from few-photon quantum pr
 opagation\, to genuine quantum many-body (atom and photon) phenomena\, and
  ultimately the quantum-to-classical transition.\n
LOCATION:https://researchseminars.org/talk/UTSQSI/15/
END:VEVENT
BEGIN:VEVENT
SUMMARY:Sarah Kaiser (Independent Researcher and Consultant)
DTSTART:20200908T000000Z
DTEND:20200908T010000Z
DTSTAMP:20260422T212930Z
UID:UTSQSI/16
DESCRIPTION:Title: <a href="https://researchseminars.org/talk/UTSQSI/16/">
 Introduction to Q#: A quantum development language for everyone</a>\nby Sa
 rah Kaiser (Independent Researcher and Consultant) as part of Centre for Q
 uantum Software and Information Seminar Series\n\n\nAbstract\nAs the field
  of quantum computing expands from the academic to the industry realm\, we
  need a way that we can continue to collaborate and innovate in both regim
 es. Open source quantum software development platforms like the Quantum De
 velopment Kit and Q# from Microsoft\, serve as a bridge to connect researc
 h ideas to reality.\nIn this talk\, I will give you a tour of what you can
  do with Q# and show you an example of how I am using it in my own researc
 h on qRAMs. After this talk\, you will have the resources you need to dive
  into using Q# for your own research projects!\n\nHosted by Chris Ferrie\,
  UTS Centre for Quantum Software and Information\n
LOCATION:https://researchseminars.org/talk/UTSQSI/16/
END:VEVENT
BEGIN:VEVENT
SUMMARY:Dominik Hangleiter (Institute of Theoretical Physics\, Free Univer
 sity of Berlin\, Germany)
DTSTART:20200910T070000Z
DTEND:20200910T080000Z
DTSTAMP:20260422T212930Z
UID:UTSQSI/17
DESCRIPTION:Title: <a href="https://researchseminars.org/talk/UTSQSI/17/">
 Quantum vs Classical Learnability of Discrete Distributions</a>\nby Domini
 k Hangleiter (Institute of Theoretical Physics\, Free University of Berlin
 \, Germany) as part of Centre for Quantum Software and Information Seminar
  Series\n\n\nAbstract\nQuantum machine learning has been hailed as one of 
 the promising near-term applications of small quantum computers and much r
 esearch is focused on devising quantum heuristics that might yield an adva
 ntage over classical learning algorithms.\nIn this talk\, we will take a s
 tep back and ask: Can we hope for a provable quantum advantage in machine 
 learning? To this end we focus on the following learning task: Given sampl
 es from some unknown discrete probability distribution\, output an efficie
 nt algorithm for generating new samples from that distribution.\nIndeed\, 
 many machine learning tasks can be reduced to such generative learning of 
 discrete distributions. But it is not at all clear whether or not discrete
  distributions admit a structure that can be exploited by quantum computer
 s. Our main result is a positive answer to the above question: We explicit
 ly construct a class of discrete distributions which\, under the decisiona
 l Diffie-Hellman assumption\, is provably not efficiently learnable by a c
 lassical generative modelling algorithm\, but for which we construct an ef
 ficient quantum learner.\nFrom a bird's eye perspective\, our proof levera
 ges the power of quantum computers to solve the hidden subgroup problem to
  a distribution learning setting. But we will also take on the mole's pers
 pective and work through an intricate cryptographic argument that proves t
 he (conditional) learning separation.\n\nHosted by Márika Kieferová\, UT
 S Centre for Quantum Software and Information\n
LOCATION:https://researchseminars.org/talk/UTSQSI/17/
END:VEVENT
BEGIN:VEVENT
SUMMARY:Vincent Mourik (Fundamental Quantum Technologies Laboratory & Cent
 re for Quantum Computation and Communication Technology\, UNSW\, Sydney)
DTSTART:20200915T000000Z
DTEND:20200915T010000Z
DTSTAMP:20260422T212930Z
UID:UTSQSI/18
DESCRIPTION:Title: <a href="https://researchseminars.org/talk/UTSQSI/18/">
 Coherent electrical control of a high spin nucleus in silicon</a>\nby Vinc
 ent Mourik (Fundamental Quantum Technologies Laboratory & Centre for Quant
 um Computation and Communication Technology\, UNSW\, Sydney) as part of Ce
 ntre for Quantum Software and Information Seminar Series\n\n\nAbstract\nNu
 clear electric resonance (NER) enables transitions of a high spin nucleus 
 by modulating its electrical quadrupole interaction with an electric field
 . In this talk I will show how we found this effect in our single 123-Sb d
 onor device in silicon\, with a nuclear spin of size 7/2. We demonstrate\,
  for the first time\, coherent\, purely electrical control of a single hig
 h spin nucleus. I will share our theoretical understanding of the microsco
 pic mechanism at play in our device. Finally\, I will discuss future resea
 rch directions exploiting this versatile system.\n\nHOSTED BY: Dr JP Dehol
 lain\, UTS Centre for Quantum Software and Information.\n
LOCATION:https://researchseminars.org/talk/UTSQSI/18/
END:VEVENT
BEGIN:VEVENT
SUMMARY:Benjamin Huard (ENS Lyon)
DTSTART:20201003T060000Z
DTEND:20201003T070000Z
DTSTAMP:20260422T212930Z
UID:UTSQSI/19
DESCRIPTION:Title: <a href="https://researchseminars.org/talk/UTSQSI/19/">
 Measuring the number of photons in a microwave mode</a>\nby Benjamin Huard
  (ENS Lyon) as part of Centre for Quantum Software and Information Seminar
  Series\n\n\nAbstract\nCounting the number of photons in an electromagneti
 c mode is an important tool for quantum information processing. In order t
 o perform a single shot measurement\, one usually encodes information abou
 t the photon number into a qubit state and read out the qubit. Repeating t
 his procedure while varying the encoded single bit of information enables 
 to pinpoint the number of photons. In this talk\, I will present two exper
 iments that address two main challenges in photocounting. \n\nFirst\, I wi
 ll show how one can avoid the sequential repetition of qubit measurements 
 and instead use a single superconducting qubit in order to multiplex the m
 easurement of the photon number in a stationary microwave mode.\n\nSecond\
 , I will show how we could convert a stationary mode counter into a photoc
 ounter of traveling wave packets using a quantum memory.\n\nHosted by Nath
 an Langford\, UTS Centre for Quantum Software and Information\n
LOCATION:https://researchseminars.org/talk/UTSQSI/19/
END:VEVENT
BEGIN:VEVENT
SUMMARY:Kaumudibikash Goswami (University of Queensland)
DTSTART:20201013T000000Z
DTEND:20201013T010000Z
DTSTAMP:20260422T212930Z
UID:UTSQSI/20
DESCRIPTION:Title: <a href="https://researchseminars.org/talk/UTSQSI/20/">
 Indefinite causal order</a>\nby Kaumudibikash Goswami (University of Queen
 sland) as part of Centre for Quantum Software and Information Seminar Seri
 es\n\n\nAbstract\nIn our daily life\, we experience a fixed order of event
 s. The notion of such a fixed causal order breaks down when we enter the q
 uantum regime. In the quantum realm\, it is possible to have situations wh
 ere no definite causal structure can be attributed. Apart from the foundat
 ional aspect\, such exotic causal structures are useful to achieve augment
 ed communication.\n\nIn the first two parts of this talk\, I will present 
 our experimental realisation of an indefinitely causal ordered scenario an
 d demonstrate how one can achieve a communication advantage out of it. In 
 the last part\, I will discuss how one can attribute several information-t
 heoretic aspects to an arbitrary causal structure. In that part\, I will d
 efine a notion of classical capacity for an indefinite causal order\, and 
 present several information-theoretic bounds obtained from our study.\n
LOCATION:https://researchseminars.org/talk/UTSQSI/20/
END:VEVENT
BEGIN:VEVENT
SUMMARY:Menno Veldhorst (QuTech and Kavli Institute of Nanoscience Delft U
 niversity of Techology\, The Netherlands)
DTSTART:20201022T050000Z
DTEND:20201022T060000Z
DTSTAMP:20260422T212930Z
UID:UTSQSI/21
DESCRIPTION:Title: <a href="https://researchseminars.org/talk/UTSQSI/21/">
 A four-qubit germanium quantum processor</a>\nby Menno Veldhorst (QuTech a
 nd Kavli Institute of Nanoscience Delft University of Techology\, The Neth
 erlands) as part of Centre for Quantum Software and Information Seminar Se
 ries\n\n\nAbstract\nThe prospect of building quantum circuits using advanc
 ed semiconductor manufacturing positions quantum dots as an attractive pla
 tform for quantum information processing. Extensive studies on various mat
 erials have led to demonstrations of two-qubit logic in gallium arsenide\,
  silicon\, and germanium. However\, interconnecting larger numbers of qubi
 ts in semiconductor devices has remained an outstanding challenge. Here\, 
 we demonstrate a four-qubit quantum processor based on hole spins in germa
 nium quantum dots. Furthermore\, we define the quantum dots in a two-by-tw
 o array and obtain controllable coupling along both directions. Qubit logi
 c is implemented all-electrically and the exchange interaction can be puls
 ed to freely program one-qubit\, two-qubit\, three-qubit\, and four-qubit 
 operations\, resulting in a compact and high-connectivity circuit. We exec
 ute a quantum logic circuit that generates a four-qubit Greenberger-Horne-
 Zeilinger state and we obtain coherent evolution by incorporating dynamica
 l decoupling. These results are an important step towards quantum error co
 rrection and quantum simulation with quantum dots.\n\nHosted by JP Deholla
 in\, UTS Centre for Quantum Software and Information\n
LOCATION:https://researchseminars.org/talk/UTSQSI/21/
END:VEVENT
BEGIN:VEVENT
SUMMARY:Pedro Costa (Macquarie University\, Sydney\, Australia)
DTSTART:20210429T030000Z
DTEND:20210429T040000Z
DTSTAMP:20260422T212930Z
UID:UTSQSI/22
DESCRIPTION:Title: <a href="https://researchseminars.org/talk/UTSQSI/22/">
 Quantum-to-Classical transition via Quantum Cellular Automata</a>\nby Pedr
 o Costa (Macquarie University\, Sydney\, Australia) as part of Centre for 
 Quantum Software and Information Seminar Series\n\n\nAbstract\nA quantum c
 ellular automaton (QCA) is an abstract model consisting of an array of fin
 ite-dimensional quantum systems that evolves in discrete time by local uni
 tary operations. Here we propose a simple coarse-graining map\, where the 
 spatial structure of the QCA is merged into effective ones. Starting with 
 a QCA that simulates the Dirac equation we apply this coarse-graining map 
 recursively until we get its effective dynamics in the semi-classical limi
 t\, which can be described by a classical cellular automaton. We show that
  the emergent-effective result of the former microscopic discrete model co
 nverges to the diffusion equation and to a classical transport equation un
 der a specific initial condition. Therefore\, QCA is a good model to valid
 ate the quantum-to-classical transition.\n\nPlease email cqsiadmin@uts.edu
 .au to request the zoom link. Include your company/organisation's email an
 d your Zoom account name in your request.\n
LOCATION:https://researchseminars.org/talk/UTSQSI/22/
END:VEVENT
BEGIN:VEVENT
SUMMARY:Martin Plávala (Universität Siegen)
DTSTART:20210513T060000Z
DTEND:20210513T070000Z
DTSTAMP:20260422T212930Z
UID:UTSQSI/23
DESCRIPTION:Title: <a href="https://researchseminars.org/talk/UTSQSI/23/">
 Jordan products of quantum channels and their compatibility</a>\nby Martin
  Plávala (Universität Siegen) as part of Centre for Quantum Software and
  Information Seminar Series\n\n\nAbstract\nGiven two quantum channels\, we
  examine the task of determining whether they are compatible - meaning tha
 t one can perform both channels simultaneously but\, in the future\, choos
 e exactly one channel whose output is desired (while forfeiting the output
  of the other channel). We show several results concerning this task. Firs
 t\, we show it is equivalent to the quantum state marginal problem\, i.e.\
 , every quantum state marginal problem can be recast as the compatibility 
 of two channels\, and vice versa. Second\, we show that compatible measure
 -and-prepare channels (i.e.\, entanglement-breaking channels) do not neces
 sarily have a measure-and-prepare compatibilizing (i.e.\, joint) channel. 
 Third\, we extend the notion of the Jordan product of matrices to quantum 
 channels and present sufficient conditions for channel compatibility. Last
 \, we formulate the different notions of compatibility as semidefinite pro
 grams and numerically test when families of partially dephasing-depolarizi
 ng channels are compatible and when the Jordan product of channels gives a
  valid compatibilizing channel.\n\nTo request the zoom link\, please send 
 a message cqsiadmin@uts.edu.au using your business email address.\nWatch p
 revious seminars: https://www.youtube.com/c/UTSQuantum.\n
LOCATION:https://researchseminars.org/talk/UTSQSI/23/
END:VEVENT
BEGIN:VEVENT
SUMMARY:Richard Kueng (Johannes Kepler University Linz)
DTSTART:20210527T060000Z
DTEND:20210527T070000Z
DTSTAMP:20260422T212930Z
UID:UTSQSI/24
DESCRIPTION:Title: <a href="https://researchseminars.org/talk/UTSQSI/24/">
 The classical shadow formalism and (some) implications for quantum machine
  learning</a>\nby Richard Kueng (Johannes Kepler University Linz) as part 
 of Centre for Quantum Software and Information Seminar Series\n\n\nAbstrac
 t\nExtracting important information from a quantum system as efficiently a
 nd tractably as possible is an important subroutine in most near-term appl
 ications of quantum hardware.\nWe present an efficient method for construc
 ting an approximate classical description of a quantum state using very fe
 w measurements of the state. This description\, called a classical shadow\
 , can be used to predict many different properties. The required number of
  measurements is independent of the system size and saturates information-
 theoretic lower bounds.\nIf time permits\, I will also illustrate how one 
 can combine classical shadows with machine learning (ML). This combination
  showcases that training data obtained from quantum experiments can be ver
 y empowering for classical ML methods. \n\nThis is joint work with Robert 
 Huang and John Preskill (both Caltech).\n\nTo request the zoom link\, plea
 se send a message cqsiadmin@uts.edu.au using your institution/organisation
 /business email address.\n\nHOSTED BY: Dr Mária Kieferová\, Centre for Q
 uantum Software and Information\, University of Technology Sydney\, Austra
 lia\n
LOCATION:https://researchseminars.org/talk/UTSQSI/24/
END:VEVENT
BEGIN:VEVENT
SUMMARY:Anurag Anshu (University of California\, Berkeley)
DTSTART:20210610T003000Z
DTEND:20210610T013000Z
DTSTAMP:20260422T212930Z
UID:UTSQSI/25
DESCRIPTION:Title: <a href="https://researchseminars.org/talk/UTSQSI/25/">
 An area law for 2D frustration-free spin systems</a>\nby Anurag Anshu (Uni
 versity of California\, Berkeley) as part of Centre for Quantum Software a
 nd Information Seminar Series\n\n\nAbstract\nWe prove that the entanglemen
 t entropy of the ground state of a locally gapped frustration-free 2D latt
 ice spin system satisfies an area law with respect to a vertical bipartiti
 on of the lattice into left and right regions. We first establish that the
  ground state projector of any locally gapped frustration-free 1D spin sys
 tem can be approximated to within error ∈ by a degree O(√nlog(∈-1)) 
 (equation unformatted-refer to paper link) multivariate polynomial in the 
 interaction terms of the Hamiltonian. This generalizes the optimal bound o
 n the approximate degree of the boolean AND function\, which corresponds t
 o the special case of commuting Hamiltonian terms. For 2D spin systems we 
 then construct an approximate ground state projector (AGSP) that employs t
 he optimal 1D approximation in the vicinity of the boundary of the biparti
 tion of interest. This AGSP has sufficiently low entanglement and error to
  establish the area law using a known technique.\n\nJoint work with Itai A
 rad and David Gosset. arXiv: 2103.02492 (https://arxiv.org/abs/2103.02492)
 \n\nTo request the zoom link\, please send a message cqsiadmin@uts.edu.au 
 using your business/organisation/institution email address.\nHosted by Ass
 ociate Professor Troy Lee\, Centre for Quantum Software and Information\, 
 University of Technology Sydney\n
LOCATION:https://researchseminars.org/talk/UTSQSI/25/
END:VEVENT
BEGIN:VEVENT
SUMMARY:Xin Hong (Centre for Quantum Software and Information\, University
  of Technology Sydney)
DTSTART:20210624T060000Z
DTEND:20210624T070000Z
DTSTAMP:20260422T212930Z
UID:UTSQSI/26
DESCRIPTION:Title: <a href="https://researchseminars.org/talk/UTSQSI/26/">
 A Tensor Network based Decision Diagram for Representation of Quantum Circ
 uits</a>\nby Xin Hong (Centre for Quantum Software and Information\, Unive
 rsity of Technology Sydney) as part of Centre for Quantum Software and Inf
 ormation Seminar Series\n\n\nAbstract\nTensor networks have been successfu
 lly applied in the simulation of quantum physical systems for decades. Rec
 ently\, they have also been employed in classical simulation of quantum co
 mputing\, in particular\, random quantum circuits.\n\nIn this talk\, I wil
 l introduce a decision-diagram style data structure\, called TDD (Tensor D
 ecision Diagram)\,  for more principled and convenient applications of ten
 sor networks.  This new data structure provides a compact and canonical re
 presentation for quantum circuits. By exploiting techniques for tensor net
 works\, the TDD of a quantum circuit can be computed efficiently.\n\nFurth
 ermore\, we show that the operations of tensor networks essential in their
  applications (e.g.\,  addition and contraction)\, can also be implemented
  efficiently in TDD.  It is expected that TDDs will play an important role
  in various design automation tasks related to quantum circuits\, includin
 g but not limited to equivalence checking\, error detection\, synthesis\, 
 simulation\, and verification. As an example\, I will also introduce the u
 se of TDD in the approximate equivalence checking of noisy quantum circuit
 s.\n\nTo request the zoom link\, please send a message cqsiadmin@uts.edu.a
 u using your business/organisation/institution email address.\n
LOCATION:https://researchseminars.org/talk/UTSQSI/26/
END:VEVENT
BEGIN:VEVENT
SUMMARY:Yihui Quek (Stanford University)
DTSTART:20210708T010000Z
DTEND:20210708T020000Z
DTSTAMP:20260422T212930Z
UID:UTSQSI/27
DESCRIPTION:Title: <a href="https://researchseminars.org/talk/UTSQSI/27/">
 Introduction to Quantum Singular Value Transform with applications to Petz
  map\, Polar decomposition and Pretty-Good Measurements</a>\nby Yihui Quek
  (Stanford University) as part of Centre for Quantum Software and Informat
 ion Seminar Series\n\n\nAbstract\nThe recently-introduced quantum algorith
 mic technique of quantum singular value transform (QSVT) has been hailed a
 s a `grand unification of quantum algorithms’.\n\nIn this talk\, we give
  a pedagogical introduction to this toolbox\, and illustrate its flexibili
 ty and precision by using it to implement tools in quantum linear algebra\
 , quantum noise recovery and optimal quantum measurements: i) the quantum 
 polar decomposition ii) the Petz recovery channel iii) pretty-good measure
 ments. Previously\, a significant hurdle to the experimental realization o
 f these vaunted theoretical tools was the lack of a systematic and efficie
 nt method to implement them\; we rectify this lack by proposing quantum al
 gorithms for all three tools based on QSVT.\n\nThis talk is based on arXiv
 :2006.16924 and arXiv:2106.07634.\n\nTo request the zoom link\, please sen
 d a message cqsiadmin@uts.edu.au using your business/organisation/institut
 ion email address.\n\nSEMINAR HOSTED BY: Dr Mária Kieferová\, Centre for
  Quantum Software and Information\, University of Technology Sydney\, Aust
 ralia\n
LOCATION:https://researchseminars.org/talk/UTSQSI/27/
END:VEVENT
BEGIN:VEVENT
SUMMARY:Zhicheng Zhang (University of Chinese Academy of Sciences\, Beijin
 g)
DTSTART:20210819T010000Z
DTEND:20210819T020000Z
DTSTAMP:20260422T212930Z
UID:UTSQSI/30
DESCRIPTION:Title: <a href="https://researchseminars.org/talk/UTSQSI/30/">
 Parallel Quantum Algorithm for Hamiltonian Simulation</a>\nby Zhicheng Zha
 ng (University of Chinese Academy of Sciences\, Beijing) as part of Centre
  for Quantum Software and Information Seminar Series\n\n\nAbstract\nWe stu
 dy how parallelism can speed up quantum simulation. A parallel quantum alg
 orithm is proposed for simulating the dynamics of a large class of Hamilto
 nians with good sparse structures\, called uniform-structured Hamiltonians
 \, including various Hamiltonians of practical interest like local Hamilto
 nians and Pauli sums.\nGiven the oracle access to the target sparse Hamilt
 onian\, in both query and gate complexity\, the running time of our parall
 el quantum simulation algorithm measured by the quantum circuit depth has 
 a doubly (poly-)logarithmic dependence polylog log(1/є) on the simulation
  precision є. This presents an exponential improvement over the dependenc
 e polylog(1/є) of previous optimal sparse Hamiltonian simulation algorith
 m without parallelism. To obtain this result\, we introduce a novel notion
  of parallel quantum walk\, based on Childs’ quantum walk. The target ev
 olution unitary is approximated by a truncated Taylor series\, which is ob
 tained by combining these quantum walks in a parallel way. A lower bound 
 Ω(log log(1/є)) is established\, showing that the є-dependence of the 
 gate depth achieved in this work cannot be significantly improved.\nOur al
 gorithm is applied to simulating three physical models: the Heisenberg mod
 el\, the Sachdev-Ye-Kitaev model and a quantum chemistry model in second q
 uantization. By explicitly calculating the gate complexity for implementin
 g the oracles\, we show that on all these models\, the total gate depth of
  our algorithm has a polylog log(1/є) dependence in the parallel setting.
 \n\nOnline Seminar. To request the zoom link\, please send a message cqsia
 dmin@uts.edu.au using your business/organisation/institution email address
 . \nSeminar Webpage: https://www.uts.edu.au/research/centre-quantum-softwa
 re-and-information/events/qsi-seminar-zhicheng-zhang-ucas-beijing\n
LOCATION:https://researchseminars.org/talk/UTSQSI/30/
END:VEVENT
BEGIN:VEVENT
SUMMARY:Zixin Huang (MQ Center for Quantum Engineering\, Macquarie Univers
 ity\, Sydney\, Australia)
DTSTART:20210916T010000Z
DTEND:20210916T020000Z
DTSTAMP:20260422T212930Z
UID:UTSQSI/33
DESCRIPTION:Title: <a href="https://researchseminars.org/talk/UTSQSI/33/">
 Sub-wavelength quantum imaging for astronomy and LIDAR detection</a>\nby Z
 ixin Huang (MQ Center for Quantum Engineering\, Macquarie University\, Syd
 ney\, Australia) as part of Centre for Quantum Software and Information Se
 minar Series\n\n\nAbstract\nThe resolution limit of standard imaging techn
 iques is expressed by the Rayleigh criterion\, which states that two point
 -like sources are difficult to resolve if their transverse separation is s
 maller than the Rayleigh length. While the criterion is useful in the case
  of direct detection imaging\, other measurement techniques may not be sub
 ject to this limitation. Here we consider the use of imaging to estimate t
 he distance between an arbitrary number of incoherent point sources. In th
 e regime of weak signals\, a structured measurement obtained by concatenat
 ing a linear interferometer with on-off photo-detection is immune to the R
 ayleigh curse. In this way\, we clarify the relationship between imaging a
 nd interferometry\, and establish the optimality of linear interferometry 
 for an arbitrary number of incoherent sources. We apply these techniques t
 o LIDAR detection as well as exoplanet detection\, finding optimal measure
 ments for both these tasks.\n\nHOSTED BY: Dr Peter Rohde\, Centre for Quan
 tum Software and Information\, University of Technology Sydney\n\nTo reque
 st the zoom link\, please send a message cqsiadmin@uts.edu.au using your b
 usiness/organisation/institution email address.\n
LOCATION:https://researchseminars.org/talk/UTSQSI/33/
END:VEVENT
BEGIN:VEVENT
SUMMARY:Kamil Korzekwa (Jagiellonian University)
DTSTART:20210930T060000Z
DTEND:20210930T070000Z
DTSTAMP:20260422T212930Z
UID:UTSQSI/34
DESCRIPTION:Title: <a href="https://researchseminars.org/talk/UTSQSI/34/">
 Fundamental Constraints of Quantum Thermodynamics in the Markovian Regime<
 /a>\nby Kamil Korzekwa (Jagiellonian University) as part of Centre for Qua
 ntum Software and Information Seminar Series\n\n\nAbstract\nTypical micros
 copic derivations of the dynamics of a finite-dimensional quantum system i
 nteracting with a large thermal bath lead to a master equation with a cova
 riant Lindbladian that obeys the second law of thermodynamics.\n\nIn this 
 talk I will present the fundamental constraints on population dynamics gen
 erated by all such Markovian thermal processes based on a newly introduced
  concept of continuous thermo-majorisation. More precisely\, given the ini
 tial population of the system in the energy eigenbasis\, I will state the 
 necessary and sufficient conditions for the existence of a Markovian therm
 al process that transforms the system into a state with a given final popu
 lation. This will provide an exhaustive H-type theorem in terms of a conti
 nuous family of entropic functions that need to monotonically increase dur
 ing the dynamics.\n\nI will also present an algorithm that in a finite num
 ber of steps allows one to construct the full cone of population vectors a
 chievable from a given initial state. Moreover\, I will demonstrate that a
 ll such vectors can be obtained from the initial state by a universal set 
 of elementary thermal controls given by two-level partial thermalisations.
  Finally\, I will employ these results to investigate optimal work extract
 ion and cooling processes\, illustrating the role that memory effects play
  in thermodynamic protocols.\n\nTo request the zoom link\, please send a m
 essage cqsiadmin@uts.edu.au using your business/organisation/institution e
 mail address.\n
LOCATION:https://researchseminars.org/talk/UTSQSI/34/
END:VEVENT
BEGIN:VEVENT
SUMMARY:Kunal Sharma (University of Maryland)
DTSTART:20211014T000000Z
DTEND:20211014T010000Z
DTSTAMP:20260422T212930Z
UID:UTSQSI/35
DESCRIPTION:Title: <a href="https://researchseminars.org/talk/UTSQSI/35/">
 Trainability of Parameterized Quantum Circuits</a>\nby Kunal Sharma (Unive
 rsity of Maryland) as part of Centre for Quantum Software and Information 
 Seminar Series\n\n\nAbstract\nVariational quantum algorithms (VQAs) and Qu
 antum Neural Networks (QNNs) have emerged as promising strategies to achie
 ve quantum advantage on near-term quantum devices. The success of VQAs/QNN
 s depends on several factors\, including the trainability and expressibili
 ty of parameterized quantum circuits (PQCs). Along with numerical experime
 nts\, rigorous analytical results are necessary to guarantee the scalabili
 ty of these algorithms.\nIn this seminar\, I will first summarize well-kno
 wn results on barren plateaus\, where certain circumstances lead to expone
 ntially vanishing gradients. Then I will present our recent results establ
 ishing a fundamental relationship between expressibility and trainability 
 of PQCs. Next\, I will outline our analysis on the trainability of percept
 ron-based QNNs.  One common assumption to avoid barren plateaus is to empl
 oy problem-inspired PQCs. I will present that for problem-inspired PQCs\, 
 such as Quantum Alternating Operator Ansatz (QAOA) and Hamiltonian Variati
 onal Ansatz (HVA)\, trainability depends on the controllability of the sys
 tem and is not always guaranteed. Finally\, I will describe the effect of 
 hardware noise on the training landscape for a generic PQC and summarize p
 otential strategies to avoid trainability issues.\n\nTo request the zoom l
 ink\, please send a message cqsiadmin@uts.edu.au using your business/organ
 isation/institution email address.\n
LOCATION:https://researchseminars.org/talk/UTSQSI/35/
END:VEVENT
BEGIN:VEVENT
SUMMARY:Anirudh Krishna (Stanford University)
DTSTART:20211028T000000Z
DTEND:20211028T010000Z
DTSTAMP:20260422T212930Z
UID:UTSQSI/36
DESCRIPTION:Title: <a href="https://researchseminars.org/talk/UTSQSI/36/">
 Abstract and physical constraints on quantum LDPC codes</a>\nby Anirudh Kr
 ishna (Stanford University) as part of Centre for Quantum Software and Inf
 ormation Seminar Series\n\n\nAbstract\nDATE: 28 October\, 2021\nTIME: 11:0
 0 am – 12:00 pm AEDT (Local Sydney time)\nTITLE: Abstract and physical c
 onstraints on quantum LDPC codes\nTOPIC: Quantum error correction\n\nSPEAK
 ER: Dr Anirudh Krishna\nAFFILIATION: Stanford University\, California\, US
 A\n\nABSTRACT:\nSeminal results by Bravyi\, Poulin and Terhal have shown t
 hat quantum codes are limited by locality. As a consequence\, all topologi
 cal codes witness sharp tradeoffs between their rate and distance. Quantum
  LDPC codes can be viewed as a generalization of topological codes constru
 cted using spatially-nonlocal connections. It is unclear what\, if any\, f
 undamental constraints these codes obey. The state-of-the-art code paramet
 ers are far from what their classical counterparts can achieve. We explore
  this question and present no-go results that shed some light on what is n
 ot possible.\n\nWe approach this question in two ways\, using abstract and
  physical constraints. First\, we use a graph-theoretic representation of 
 a quantum code to show that the connectivity of this representation allows
  us to understand limitations of the associated code. We obtain generaliza
 tions of the Bravyi-Poulin-Terhal and Bravyi-Koenig bounds. We then study 
 the complementary problem of embedding a code in D Euclidean dimensions. W
 e ask how many long-range interactions we need to obtain a target code dim
 ension k and distance d. Focusing on 2 dimensions (and ignoring polylogart
 hmic corrections)\, we find that a code with distance d requires Ω(d) int
 eractions of length Ω(d/√n). Furthermore\, a constant-rate code distanc
 e d requires Ω(n) interactions of length Ω(√d).\n\nThis is joint work 
 with Nouédyn Baspin. It is based on the papers arXiv: 2106.00765 (https:/
 /arxiv.org/abs/2106.00765) and arXiv: 2109.10982 (https://arxiv.org/abs/21
 09.10982)\n\nTo request the zoom link\, please send a message cqsiadmin@ut
 s.edu.au using your business/organisation/institution email address.\n
LOCATION:https://researchseminars.org/talk/UTSQSI/36/
END:VEVENT
BEGIN:VEVENT
SUMMARY:Elija Perrier (UTS Centre for Quantum Software and Information)
DTSTART:20211125T000000Z
DTEND:20211125T010000Z
DTSTAMP:20260422T212930Z
UID:UTSQSI/37
DESCRIPTION:Title: <a href="https://researchseminars.org/talk/UTSQSI/37/">
 Quantum Ethics</a>\nby Elija Perrier (UTS Centre for Quantum Software and 
 Information) as part of Centre for Quantum Software and Information Semina
 r Series\n\n\nAbstract\nQuantum computing is among the most significant te
 chnologies to emerge in recent decades\, offering the promise of paradigm-
 shifting computational capacity with significant ethical consequences. On 
 a technical level\, the unique features of quantum computation have conseq
 uences for the imposition of fairness and ethical constraints on computati
 on. Despite its significance\, little if no structured research has been u
 ndertaken into the ethical implications of quantum technologies.\n\nIn thi
 s paper\, we fill this gap in the literature by presenting a roadmap for e
 thical quantum computing setting out prospective research programmes. We s
 ituate quantum ethics at the cross-disciplinary intersection of quantum in
 formation science\, technology ethics and moral philosophy. We summarise t
 he key elements of quantum information processing relevant to ethical anal
 ysis and set-out taxonomies for use by researchers considering the ethics 
 of quantum technologies. In doing so\, we inaugurate the cross-disciplinar
 y field of the ethics of quantum computing.\n\nHOSTED BY: Associate Profes
 sor Chris Ferrie\, Centre for Quantum Software and Information\, Universit
 y of Technology Sydney\, Australia\n
LOCATION:https://researchseminars.org/talk/UTSQSI/37/
END:VEVENT
BEGIN:VEVENT
SUMMARY:Stefano Pirandola (nodeQ & UY (UK))
DTSTART:20211208T220000Z
DTEND:20211208T230000Z
DTSTAMP:20260422T212930Z
UID:UTSQSI/38
DESCRIPTION:Title: <a href="https://researchseminars.org/talk/UTSQSI/38/">
 Quantum communications over the quantum internet</a>\nby Stefano Pirandola
  (nodeQ & UY (UK)) as part of Centre for Quantum Software and Information 
 Seminar Series\n\n\nAbstract\nABSTRACT:  After reviewing the building bloc
 ks of the future quantum internet\, I will discuss some of the key challen
 ges to address for ensuring quantum-security in near-term network communic
 ations. In this context\, I will review some of the fundamental trade-offs
  and limitations to consider in the optimization of both point-to-point an
 d end-to-end quantum communications.\n\nTo request the zoom link\, please 
 send a message cqsiadmin@uts.edu.au using your business/organisation/insti
 tution email address. \nHOSTED BY: Dr Simon Devitt\, Centre for Quantum So
 ftware and Information\, University of Technology Sydney\, Australia\n
LOCATION:https://researchseminars.org/talk/UTSQSI/38/
END:VEVENT
END:VCALENDAR
