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[Virtual] Exploring Quantum Science with Machine Learning
Di Luo Massachusetts Institute of Technology (MIT)
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Near Term Distributed Quantum Computation using Optimal Auxiliary Encoding
Abigail McClain Gomez -
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Automated Characterization of Engineered Quantum Materials
Eliska Greplova Delft University of Technology
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Talk
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Simulating one-dimensional quantum chromodynamics on a quantum computer: Real-time evolutions of tetra- and pentaquarks
Christine Muschik Institute for Quantum Computing (IQC)
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Five short talks - see description for talk titles
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Barbara Soda Perimeter Institute for Theoretical Physics
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Dalila Pirvu Invisible Technologies
- Leonardo Solidoro, Pietro Smaniotto, Kate Brown
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First observations of false vacuum decay in a BEC
Ian Moss Newcastle University
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Building Quantum Simulators for QuFTs
Jorg Schmiedmayer Technical University of Vienna
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Talk
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Complex networks and applications to neuroscience. - Class 3 of 3
Jesús Gomez-Gardeñes -
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Machine Learning for Quantum Many-Body Systems
Machine learning techniques are rapidly being adopted into the field of quantum many-body physics, including condensed matter theory, experiment, and quantum information science. The steady increase in data being produced by highly-controlled quantum experiments brings the potential of machine learning algorithms to the forefront of scientific advancement. Particularly exciting is the prospect of using machine learning for the discovery and design of molecules, quantum materials, synthetic matter, and computers. In order to make progress, the field must address a number of fundamental questions related to the challenges of studying many-body quantum mechanics using classical computing algorithms and hardware.
The goal of this conference is to bring together experts in computational physics, machine learning, and quantum information, to make headway on a number of related topics, including:
- Data-drive quantum state reconstruction
- Machine learning strategies for quantum error correction and quantum control
- Neural-network inspired wavefunctions
- Near-term prospects for data from quantum devices
- Machine learning for quantum algorithm discovery
Territorial Land AcknowledgementPerimeter Institute acknowledges that it is situated on the traditional territory of the Anishinaabe, Haudenosaunee, and Neutral peoples.
Perimeter Institute is located on the Haldimand Tract. After the American Revolution, the tract was granted by the British to the Six Nations of the Grand River and the Mississaugas of the Credit First Nation as compensation for their role in the war and for the loss of their traditional lands in upstate New York. Of the 950,000 acres granted to the Haudenosaunee, less than 5 percent remains Six Nations land. Only 6,100 acres remain Mississaugas of the Credit land.
We thank the Anishinaabe, Haudenosaunee, and Neutral peoples for hosting us on their land.
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Periodically and quasi-periodically driven complex systems
The program will bring together three different communities working on (i) closed quantum systems with time dependent Hamiltonians (including Many Body Localization) (ii) open quantum systems, and realistic descriptions of the external environment and (iii) gauge theory of coupling between matter and radiation. Each of these communities has the potential to gain from interactions with the other two. These three fields also demonstrate areas where there is a valuable interplay between theory and experiment. Many of these problems are at a scale where brute force numerical calculations fail, and so the ability to build “quantum simulation” experiments, and to correctly interpret their results becomes crucial.Topics to be covered- Terahertz and Infrared driven quantum matter- Shaken Optical Lattices and Cold Atoms- Floquet time crystals- Localization-delocalization physics in quasi-periodically driven systems- Dynamics of gauge theoriesEligibility Criteria: Graduate students, postdoctora...
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Periodically and quasi-periodically driven complex systems
The program will bring together three different communities working on (i) closed quantum systems with time dependent Hamiltonians (including Many Body Localization) (ii) open quantum systems, and realistic descriptions of the external environment and (iii) gauge theory of coupling between matter and radiation. Each of these communities has the potential to gain from interactions with the other two. These three fields also demonstrate areas where there is a valuable interplay between theory and experiment. Many of these problems are at a scale where brute force numerical calculations fail, and so the ability to build “quantum simulation” experiments, and to correctly interpret their results becomes crucial.Topics to be covered- Terahertz and Infrared driven quantum matter- Shaken Optical Lattices and Cold Atoms- Floquet time crystals- Localization-delocalization physics in quasi-periodically driven systems- Dynamics of gauge theoriesEligibility Criteria: Graduate students, postdoctora...
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Quantum Simulators of Fundamental Physics
This meeting will bring together researchers from the quantum technology, atomic physics, and fundamental physics communities to discuss how quantum simulation can be used to gain new insight into the physics of black holes and the early Universe. The core program of the workshop is intended to deepen collaboration between the UK-based Quantum Simulators for Fundamental Physics (QSimFP; https://www.qsimfp.org) consortium and researchers at Perimeter Institute and neighbouring institutions. The week-long conference will consist of broadly-accessible talks on work within the consortium and work within the broader community of researchers interested in quantum simulation, as well as a poster session and ample time for discussion and collaboration
Territorial Land AcknowledgementPerimeter Institute acknowledges that it is situated on the traditional territory of the Anishinaabe, Haudenosaunee, and Neutral peoples.
Perimeter Institute is located on the Haldimand Tract. After the American Revolution, the tract was granted by the British to the Six Nations of the Grand River and the Mississaugas of the Credit First Nation as compensation for their role in the war and for the loss of their traditional lands in upstate New York. Of the 950,000 acres granted to the Haudenosaunee, less than 5 percent remains Six Nations land. Only 6,100 acres remain Mississaugas of the Credit land.
We thank the Anishinaabe, Haudenosaunee, and Neutral peoples for hosting us on their land.
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Summer School for Women in Physics
The school is designed to encourage women to take up physics as a career. The sessions will be centered on some simple physics experiments, conducted by the students, or as demonstrations. The subsequent discussion will focus on theoretical aspects motivated by the experiments and explore physical ideas and theory in an open ended manner, so as to bring out the excitement and interconnectedness of the subject. This school will run in parallel with a school for women in mathematics. There will be some common lectures by invited speakers and we will encourage interaction between the participants in the two schools. Participants will be required to stay on the ICTS campus in order to maximally benefit from the school.Eligibility criteria: The school is open to women studying only in Karnataka colleges for a bachelor’s degree with physics as a subject, and are entering their second or third year. This is a residential school and the selected participants will be fully supported. No re...
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Summer School for Women in Mathematics and Statistics
The summer school is intended for women students studying in first year B.A/B.Sc./B.E./B.Tech. or equivalent degree and having Mathematics as one of the major subjects/courses, during the academic year 2022-2023. Over a period of two weeks, the school aims to have around 70 participants, helping them gain broader exposure to problem solving skills in mathematics and statistics at the undergraduate level.All selected participants will need to attend the entire two week duration of the school.Specific topics that will be covered are:Linear AlgebraCalculusProbability and Statistics Mathematical ProgrammingThere will be problem solving sessions across topics.Each topic will have a brief introductory lecture session on a focus area followed by problem-solving sessions on it. The participants are expected to work together to solve the problem sheets that will be given out in these sessions. Each day will also feature two popular science lectures by distinguished researchers. The topics will ...
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Introductory Minicourse on AdS-CFT
Introductory Minicourse on AdS-CFT
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Summer School for Women in Physics
The school is designed to encourage women to take up physics as a career. The sessions will be centered on some simple physics experiments, conducted by the students, or as demonstrations. The subsequent discussion will focus on theoretical aspects motivated by the experiments and explore physical ideas and theory in an open ended manner, so as to bring out the excitement and interconnectedness of the subject. This school will run in parallel with a school for women in mathematics. There will be some common lectures by invited speakers and we will encourage interaction between the participants in the two schools. Participants will be required to stay on the ICTS campus in order to maximally benefit from the school.Eligibility criteria: The school is open to women studying only in Karnataka colleges for a bachelor’s degree with physics as a subject, and are entering their second or third year. This is a residential school and the selected participants will be fully supported. No re...
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Summer School for Women in Mathematics and Statistics
The summer school is intended for women students studying in first year B.A/B.Sc./B.E./B.Tech. or equivalent degree and having Mathematics as one of the major subjects/courses, during the academic year 2022-2023. Over a period of two weeks, the school aims to have around 70 participants, helping them gain broader exposure to problem solving skills in mathematics and statistics at the undergraduate level.All selected participants will need to attend the entire two week duration of the school.Specific topics that will be covered are:Linear AlgebraCalculusProbability and Statistics Mathematical ProgrammingThere will be problem solving sessions across topics.Each topic will have a brief introductory lecture session on a focus area followed by problem-solving sessions on it. The participants are expected to work together to solve the problem sheets that will be given out in these sessions. Each day will also feature two popular science lectures by distinguished researchers. The topics will ...
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School on Nonlinear Dynamics, Complex Networks, Information Theory and Machine Learning in Neuroscience
School on Nonlinear Dynamics, Complex Networks, Information Theory and Machine Learning in Neuroscience
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Gravitational-Wave Open Data Workshop
The ICTS Astrophysics & Relativity group will organize a Study Hub of the Gravitational Wave Open Data Workshop 2023 at the ICTS campus. The workshop will include a set of lectures followed by hands-on tutorial sessions. Participants will get to learn state-of-the-art data analysis tools used by the LIGO-Virgo-KAGRA Collaboration to detect and analyse the gravitational wave signals from compact binary mergers.The Study Hub will run on May 16th and May 17th. The workshop is only open to individuals residing in the Bangalore area. ICTS is unable to provide accommodation. There will be shuttle buses available from IISc to ICTS (Shuttle pick up point: IISc gate opposite BHEL Office) and return to IISc. Eligibility: The workshop is meant for postgraduate and PhD students interested in GW astronomy and related fields. A small number of highly motivated final-year undergraduate students will also be considered. Participants are expected to know programming in Python and have a basic understan...