Quantum Numerical Linear Algebra - IPAM

Quantum Numerical Linear Algebra

January 24 - 27, 2022

Schedule

All times in this Schedule are Pacific Time (PT)

Monday, January 24, 2022

Morning Session

Session Chair: Lin Lin (UC Berkeley)
08:55-09:00
Welcome & Opening Remarks: Dean Miguel García-Garibay (Dean of Physical Sciences, UCLA) and Dima Shlyakhtenko (Director, IPAM)
09:00-09:35
Andrew Childs (University of Maryland)
Virtual Talk: Efficient quantum algorithm for dissipative nonlinear differential equations
09:45-10:00
Break
10:00-10:35
Di Fang (University of California, Berkeley (UC Berkeley))
Virtual Talk: Time-dependent Hamiltonian Simulation of Highly Oscillatory Dynamics
10:45-11:00
Break
11:00-11:35
Andras Gilyen (Renyi Institute of Mathematics)
Virtual Talk: Quantum Algorithms for Quantum Information Processing Tasks
11:45-13:30
Lunch (on your own)

Afternoon Session

Session Chair: Nathan Wiebe (University of Toronto)
13:30-14:05
Dan Stamper-Kurn (University of California, Berkeley (UC Berkeley))
Virtual Talk: Approaches to quantum information processing with cold atoms
14:15-14:30
Break
14:30-15:05
Yulong Dong (University of California, Berkeley (UC Berkeley))
Virtual Talk: Fast algorithms for quantum signal processing
15:15-15:30
Break
15:30-16:05
Rolando Somma (Google)
Virtual Talk: The Quantum Linear Systems Problem
16:15-16:30
Lightning Poster Presentations - Presenters: Mehsin Jabel Atteya (Al-Mustansiriyah Univ.), Daan Camps (LBNL), Priyanga Ganesan (Texas A&M) and Ehsan Gholami (RWTH Aachen)
16:30-16:30
Poster Session (please visit the Poster Session tab)

Tuesday, January 25, 2022

Morning Session

Session Chair: Aram Harrow (MIT)
09:00-09:35
Iordanis Kerenidis (Université Paris Diderot)
Virtual Talk: New results in quantum linear algebra
09:45-10:00
Break
10:00-10:35
Jarrod McClean (Google)
Virtual Talk: Dequantization and quantum advantage in learning from experiments
10:45-11:00
Break
11:00-11:35
Ewin Tang (University of California, Berkeley (UC Berkeley))
Virtual Talk: On quantum linear algebra for machine learning
11:45-12:45
Lunch (on your own)

Afternoon Session

Session Chair: Di Fang (UC Berkeley)
12:45-13:15
Panel Discussion, "The Hope of Practical Exponential Speedups" - Panelists: Jarrod McClean (Google), Ewin Tang (Univ. Washington) and Nathan Wiebe (Univ. Toronto) - Moderator: Aram Harrow (MIT)
13:15-13:30
Break
13:30-14:05
Seth Lloyd (Massachusetts Institute of Technology)
Virtual Talk: Quantum polar decomposition
14:15-14:30
Break
14:30-15:05
Dong An (University of Maryland)
Virtual Talk: Improved complexity estimation for Hamiltonian simulation with Trotter formula
15:15-15:30
Break
15:30-16:05
Dominic Berry (Macquarie University)
Virtual Talk: Optimal scaling quantum linear systems solver via discrete adiabatic theorem

Wednesday, January 26, 2022

Morning Session

Session Chair: Ewin Tang (Univ. Washington)
09:00-09:35
Birgitta Whaley (University of California, Berkeley (UC Berkeley))
Virtual Talk: Quantum non-orthogonal methods for calculation of electronic energies
09:45-10:00
Break
10:00-10:35
Garnet Chan (California Institute of Technology)
Virtual Talk: Arithmetic tensor networks and integration
10:45-11:00
Break
11:00-11:35
Anirban Chowdhury (University of Waterloo)
Virtual Talk: Classical and quantum algorithms for estimating traces and partition functions
11:45-12:45
Lunch (on your own)

Afternoon Session

Session Chair: Anirban Chowdhury (Univ. Waterloo)
12:45-13:15
Junior Participant Introductions: Daan Camps (LBNL); Cody Fan (UCLA); Priyanga Ganesan (Texas A&M); Ehsan Gholami (RWTH Aachen); Jianqiang Li (Penn State); Diyi Liu (Minnesota); and Anastasiia Minenkova (UConn)
13:15-13:30
Break
13:30-14:05
Sophia Economou (Virginia Tech)
Virtual Talk: Problem-tailored variational quantum algorithms
14:15-14:30
Break
14:30-15:05
Yu Tong (University of California, Berkeley (UC Berkeley))
Virtual Talk: Heisenberg-limited ground state energy estimation for early fault-tolerant quantum computers
15:15-15:30
Break
15:30-16:05
Kirsten Eisentraeger (Pennsylvania State University)
Virtual Talk: Classical and quantum algorithms for isogeny problems

Thursday, January 27, 2022

Morning Session

Session Chair: Yulong Dong (UC Berkeley)
09:00-09:35
Jin-Peng Liu (University of California, Berkeley (UC Berkeley))
Virtual Talk: Efficient quantum algorithms for nonlinear ODEs and PDEs
09:45-10:00
Break
10:00-10:35
Carlos Bravo-Prieto (University of Barcelona)
Virtual Talk: Variational quantum architectures for linear algebra applications
10:45-11:00
Break
11:00-11:35
Alexandra Kolla (University of California, Santa Cruz)
Virtual Talk: Quantum Approximate Optimization Algorithm (QAOA) and Local Max-Cut
11:45-12:45
Lunch (on your own)

Afternoon Session

Session Chair: Jin-Peng Liu (Univ. Maryland)
12:45-13:15
Open Problem Session - Moderator: Lin Lin (UC Berkeley) Notes: http://www.ipam.ucla.edu/wp-content/uploads/2022/01/IPAM-QL2022-Open-Problem-Session-Notes.pdf
13:15-13:30
Break
13:30-14:05
Chao Yang (Lawrence Berkeley National Laboratory)
Virtual Talk: Practical Quantum Circuits for Block Encodings of Sparse Matrices
14:15-14:30
Break
14:30-15:05
Maria Kieferova (University of Technology Sydney)
Virtual Talk: Training quantum neural networks with an unbounded loss function
15:15-15:15
Conclusion
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