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Math290

🌟 Math 290 Quantum many-body seminar

  • Upcoming talks: Oct 24
    • June Vuong
    • Pinchen Xie
  • When: 🕒
  • Friday 1PM-3PM (unless otherwise noted)
  • Where: Evans 939
  • Moderator: Zhen Huang and Michael Ragone
  • Time: Tutorial talks: 40 min, Research update: 20 min each.

Schedule (2025 Summer and Fall)

# Date Tutorial talk Research update
1 7/31 Michael Sonner Jiaqi Leng, Yilun Yang
2 8/14 Joao Basso Yuanran Zhu, James Larsen
3 8/22 Ethan Epperly Stephen Quiton, Zhen Huang
4 8/29 Yilun Yang Kevin Stubbs, Gil Goldshlager
5 9/5 Avijit Shee Rahul Sarkar, Lewis Pan
6 9/12 Zhen Huang Diyi Liu
7 9/19 Mingyu Kang Zherui Chen, Lin Lin
8 9/26 Jiaqing Jiang Ethan Epperly, Yilun yang
9 10/3 Avijit Shee Yuanran Zhu, Joao Basso
10 10/10 Simons program, no seminar
11 10/17 Lin traveling, no seminar
12 10/24 June Vuong Pinchen Xie
13 10/31 Haoen Li
14 11/7 Hongrui Chen Gil Goldshlager
15 11/14
16 11/21 Haoen Li
17 11/28 Thanksgiving, no seminar
18 12/5
19 12/12 Diyi Liu

📃 Titles of Previous Talks

2025 Fall - 10/3, 2026 - Avijit Shee: - Yuanran Zhu: Strong coupling and two-point pade expansion for Hubbard model - Joao Basso: Mixing times on trees via Hardy’s inequality - 9/26, 2026 - Jiaqing Jiang: Quantum Gibbs Sampling - Ethan Epperly: Active linear regression and column subset selection - Yilun Yang: QFAMES: Quantum Filtering and Analysis of Multiplicities in Eigenvalue Spectra - 9/19, 2025 - Mingyu Kang: (tutorial) Non-Gaussian bath of damped and dephased oscillators - Zherui Chen: (update) Quantum Replica Exchange - Lin Lin: (update) An observation of spectral gaps of Lindbladians - 9/12, 2025 - Zhen Huang: (tutorial) Rational approximation and classical Potential theory - Diyi Liu: (update) High-order Magnus Expansion for Hamiltonian Simulation - 9/5, 2025 - Avijit Shee: (tutorial) Wave function based many-body perturbation theory - Rahul: (update) Improvements to Robins bounds for integers > 5040 - Lewis: (update) Adaptive DG basis sets for Hartree Fock - 8/28, 2025 - Yilun Yang: Introduction to eigenstate thermalization hypothesis - Kevin Stubbs: Semimetal Behavior in TBG - Gil Goldshlager: Towards Useful Theory for Natural Gradient Algorithms in Scientific Machine Learning

📃 Previous Schedules

Schedule (2025 Summer)
# Date Speaker References
1 5/2 Zherui Chen, Jiaqi Leng, Raehyun Kim
2 5/9 Gil Goldshlager, Zhiyan Ding, Rahul Sarkar
3 5/22 Jiaqi Leng, Jiang Hu
4 6/3 Stephen Quiton, James Larsen
5 6/13 Group meeting
6 6/19 Joao Basso, Zhen Huang
7 7/2 Avijit Shee, Gil Goldshlager
8 7/17 Kevin Stubbs, Rahul Sarkar
Schedule (2025 Spring, seminar) 🆕✨🔨: [**BOOK the slot for NEW semester!**](mailto:[email protected]), [UCB calendar](http://guide.berkeley.edu/academic-calendar/)
# Date Topic Speaker References
1 1/17 1.6 Michael Ragone Notes
2 1/24 1.6 Michael Ragone Notes
3 1/31 2.1 Sergio Notes
4 2/14 QIP prep talks Joao Basso, Jiaqi Leng, Lin Lin
5 2/21 (May be canceled)
6 3/7 2.2 Joao Basso
7 3/21 6.2 Zhiyan Ding Notes
8 4/4 (canceled)
9 4/11 6.4 Zherui Chen
10 4/17 7.1.1 Rahul Sakar Notes
11 4/25 7.1.2 Joao Basso
12 5/2 Zherui Chen, Jiaqi Leng
13 5/9

Reading materials

[Wol12] Wolf, M. M. (2012). Quantum Channels & Operations Guided Tour. pdf

The following list is provided by Michael Ragone and may be revised during the semester.

  1. Section 1.6: C* algebra language, spectrum, positivity
  2. Section 1.6 continued: Von Neumann algebras and conditional expectation.
  3. Section 2.1: Jamiołkowski and Choi, start Section 2.2
  4. Section 2.2: Kraus representation and Stinespring dilations
  5. Section 5.1
  6. Section 5.2: (It would be nice to have section 5.3, but this probably fits more naturally after we have reached open quantum systems.)
  7. Section 6.1
  8. Section 6.2, part I
  9. Section 6.2, part II
  10. Section 6.3
  11. Section 6.4
  12. Section 6.5
  13. Section 7.1.1
  14. Section 7.1.2, part I
  15. Section 7.1.2, part II
Schedule (2025 Spring, Computational group meeting)
# Date Topic Speaker References
1 1/13 Yuanran Zhu / Gil Goldshlager
2 1/27 Stephene Quiton / Raehyun Kim
3 2/3 Jiang Hu
4 2/11 (Canceled)
5 3/3 Avijit Shee / Zhen
6 3/17 Go Around
7 3/24 Spring Break
8 3/31
9 4/7
Schedule (2024 Summer and Fall)
# Date Topic Speaker References
1 7/29 Review of recent backgrounds and perspectives on open quantum systems. Lin Lin
2 8/2 Review of recent projects All
3 8/5 Quasi-free systems
4 8/19 Quantum walks Xinzhao Wang Paper
5 8/30 Quantum states Michael Ragone Notes
6 9/6 Quantum states (continued) Michael Ragone Notes, Ref 1, Ref 2, and Ref 3, Chap 2 & 3
7 9/20 Mixing time of the Swendsen-Wang algorithm Ruizhe Zhang
8 9/27 On quantum signal processing Yulong Dong
9 10/4 Applied Math Approaches to Condensed Matter Physics Kevin Stubbs
10 11/1 Accelerating Langevin sampling via Lindblad dynamics Jiaqi Leng
11 11/8 A brief introduction to overdamped Langevin dynamics for continuous sampling: convergence analysis for continuous dynamics and discretization algorithm Zhiyan Ding
12 11/15 On quantum error correction Sergio Escobar
13 11/22 Some momentum-type methods in optimization with orthogonality constraints Jiang Hu
14 12/6 Kevin Stubbs
15 12/13 Rahul Sarkar

Reading materials

Open quantum systems and mixing times

  1. Ilin, Y., & Arad, I. (2024). Dissipative variational quantum algorithms for Gibbs state preparation. arxiv
  2. Araujo de Resende, M. F. (2020). A pedagogical overview on 2D and 3D Toric Codes and the origin of their topological orders. Reviews in Mathematical Physics, 32(02), 2030002
  3. Temme, K., Pastawski, F., & Kastoryano, M. J. (2014). Hypercontractivity of quasi-free quantum semigroups. Journal of Physics A: Mathematical and Theoretical, 47(40), 1–26.
  4. Funo, K., & Ishizaki, A. (2024). Dynamics of a Quantum System Interacting with White Non-Gaussian Baths: Poisson Noise Master Equation. Physical Review Letters, 132(17), 1–12.
  5. Guo, H., & Jerrum, M. (2018). Random cluster dynamics for the ising model is rapidly mixing. Annals of Applied Probability, 28(2), 1292–1313.
  6. Jerrum, M., & Sinclair, A. (1993). Polynomial-Time Approximation Algorithms for the Ising Model. SIAM Journal on Computing, 22(5), 1087–1116.
  7. Somma, R. D., King, R., Kothari, R., O’Brien, T., & Babbush, R. (2024). Shadow Hamiltonian Simulation. arxiv

Some previous reading materials

Quantum control: He, W., Li, T., Li, X., Li, Z., Wang, C., & Wang, K. (2024). [Efficient Optimal Control of Open Quantum Systems](http://arxiv.org/abs/2405.19245).

Quantum walk Gilyén, A., Hastings, M. B., & Vazirani, U. (2021). (Sub)Exponential advantage of adiabatic Quantum computation with no sign problem.

Adiabatic algorithm Somma, R. D., Nagaj, D., & Kieferová, M. (2012). Quantum speedup by quantum annealing.

Completely bounded maps Chapter 8 of Completely bounded maps and operator algebras.

Metropolis sampling Jiang, J., & Irani, S. (2024). Quantum Metropolis Sampling via Weak Measurement.

Non-Markovian dynamics Li, X. (2021) Markovian embedding procedures for non-Markovian stochastic Schrödinger equations

Schedule (2024 Spring)
# Date Topic Speaker References
1 1/26 Lindblad equation and Davies generator Lin Lin Lindblad Notes
2 2/2 Quantum detailed balance and mixing Lin Lin
3 2/9 Hybrid hierarchical equation of motion for open quantum systems Yuanran Zhu Hybrid HEOM Notes
4 2/16 Solving quasi-free systems Zhen Huang Notes
5 2/23 How to represent a quantum bath for Tensor Network simulation? Gunhee Park Quantum Bath for TN PPT
6 3/1 March Meeting Prep
7 3/8 open system dynamics via influence functionals Erika Ye Influence Functional Notes
8 3/15 Introduction to HEOM Avijit Shee
9 3/22 No seminar
10 3/29 No seminar
11 4/5 No seminar
12 4/12 Lower bounds to the spectral gap of Davies generators Kevin Stubbs Spectral Gap of Davis Operator Notes
13 4/19 No seminar
14 4/26 Quantum Gibbs Samplers: the commuting case Zhiyan Ding
15 5/3 Gil Goldshlager

Reading materials

Derivation of Lindblad dynamics and non-Markovian systems

  1. Lidar, D. A. (n.d.). Lecture Notes on the Theory of Open Quantum Systems. arXiv:1902.00967 Chap VIII-X
  2. De Vega, I., & Alonso, D. (2017). Dynamics of non-Markovian open quantum systems. Reviews of Modern Physics, 89(1), 1–58. https://doi.org/10.1103/RevModPhys.89.015001 Sec III-IV

Exactly solvable Linear-Quadratic open quantum systems.

  1. Dzhioev, A. A., & Kosov, D. S. (2011). Super-fermion representation of quantum kinetic equations for the electron transport problem. Journal of Chemical Physics, 134(4), 1–18. https://doi.org/10.1063/1.354806
  2. Barthel, T., & Zhang, Y. (2022). Solving quasi-free and quadratic Lindblad master equations for open fermionic and bosonic systems. Journal of Statistical Mechanics: Theory and Experiment, 2022(11). https://doi.org/10.1088/1742-5468/ac8e5c
  3. Cirio, M., Lambert, N., Liang, P., Kuo, P., Chen, Y., Menczel, P., Funo, K., & Nori, F. (2023). Pseudofermion method for the exact description of fermionic environments : From single-molecule electronics to the Kondo resonance. 033011, 1–16. https://doi.org/10.1103/PhysRevResearch.5.033011
  4. Dorda, A., Ganahl, M., Evertz, H. G., Von Der Linden, W., & Arrigoni, E. (2015). Auxiliary master equation approach within matrix product states: Spectral properties of the nonequilibrium Anderson impurity model. Physical Review B - Condensed Matter and Materials Physics, 92(12), 68–70. https://doi.org/10.1103/PhysRevB.92.125145 Sec. E

Hierarchical equation of motion and influence functional approaches, Bosonic / Fermionic bath reduction

  1. Fay, T. P., & Limmer, D. T. (2022). Coupled charge and energy transfer dynamics in light harvesting complexes from a hybrid hierarchical equations of motion approach. Journal of Chemical Physics, 157(17). https://doi.org/10.1063/5.0117659
  2. Ye, E., & Chan, G. K. (2021). Constructing Tensor Network Influence Functionals for General Quantum Dynamics. 1–14.
  3. Woods, M. P., Groux, R., Chin, A. W., Huelga, S. F., & Plenio, M. B. (2014). Mappings of open quantum systems onto chain representations and Markovian embeddings. Journal of Mathematical Physics, 55(3), 1–48. https://doi.org/10.1063/1.4866769
  4. Nüßeler, A., Dhand, I., Huelga, S. F., & Plenio, M. B. (2020). Efficient simulation of open quantum systems coupled to a fermionic bath. Physical Review B, 101(15), 1–20. https://doi.org/10.1103/PhysRevB.101.155134
  5. Selstø, S. (n.d.). Absorbing boundary conditions for dynamical many-body quantum systems. 1–16. https://iopscience.iop.org/article/10.1088/0953-4075/43/6/065004

Ergodicity, quantum detailed balance, mixing time.

  1. Zhang, Y., & Barthel, T. (2023). Criteria for Davies Irreducibility of Markovian Quantum Dynamics. 1–20. http://arxiv.org/abs/2310.17641
  2. Wocjan, P., & Temme, K. (2023). Szegedy Walk Unitaries for Quantum Maps. Communications in Mathematical Physics, 402(3), 3201–3231. https://doi.org/10.1007/s00220-023-04797-4 Sec 1-2.
  3. Temme, K. (2014). Lower bounds to the spectral gap of Davies generators https://arxiv.org/abs/1305.5591
  4. Spohn, H., An algebraic condition for the approach to equilibrium of an open N-level system
Schedule (2023 Fall)
# Date Topic Speaker References
1 9/1 Quantum embedding based on coupled cluster theory Avijit Shee
2 9/8 The Ferromagnetic Ground State of Spinless, Valleyless Twisted Bilayer Graphene Kevin Stubbs
3 9/29 (cancelled)
4 10/13 (zoom) A class of signal processing method Zhiyan Ding paper1, paper2
5 11/3 Hybridization expansion approach to quantum impurites in the strong-coupling regime Zhen Huang paper
6 11/17 Diffusion models: a concise but comprehensive introduction Yulong Dong paper1, paper2
7 12/1 TBD Nilin Abrahamsen
8 12/8 Projected Hartree Fock Raehyun Kim
Schedule (2023 Summer)
# Date Topic Speaker References
1 5/5 Green’s function methods: Theory and application to GW and GF2 Zhen Huang paper
2 5/12 Electron-phonon interactions from first principles Yuanran Zhu paper
3 6/9 Quantics tensor train Nilin Abrahamsen paper
4 6/16
5 6/23 TBD Avijit Shee
6 7/7 quantum sampling Jin-Peng Liu paper
Schedule (2023 Spring)
# Date Topic Speaker References
1 1/13 Quantum signal processing, and some structure theorems of the qudit Pauli group Rahul Sakar (Stanford)
1' 1/17 Efficient and robust learning of fermionic reduced density matrices with classical shadows Andrew Zhao (New Mexico)
1'' 1/20 Strong correlations in quantum chemistry: numerical analysis and recent applications Fabian Faulstich
2 1/27 Algorithms for Clifford stabilizer simulations Sajant Anand https://arxiv.org/abs/quant-ph/0406196
3 2/3 Algorithms for Clifford stabilizer simulations Sajant Anand https://arxiv.org/abs/quant-ph/0406196
4 2/24 Towards Neural Variational Monte Carlo That Scales Linearly with System Size Nilin http://arxiv.org/abs/2212.11296
5 3/3 Hybrid Auxiliary Field Quantum Monte Carlo for Molecular Systems Gil Goldshlager
6 3/17 Riemannian geometry approaches to quantum algorithms Subhayan Roy Moulik
7 3/24 Learning Feynman Diagrams with Tensor Trains Kevin Stubbs
8 4/7 Quantum simulation of partial differential equations via Schrödingerisation Zhiyan Ding
9 4/21 Quantum Hamiltonian Descent Jiasu Wang
Schedule (2022 Fall)
Week Date Topic Speaker References
1 09/02 Thermal state preparation: Quantum MCMC Zhiyan Ding
2 09/09 Thermal state preparation: Linear transformation and weight modification Zhiyan Ding
3 09/16 Analytical guarantees and limitations of QAOA's performance Joao Basso
4 09/23 Exact parameterization of fermionic wave functions via unitary coupled cluster theory Fabian
5 09/30 Antisymmetric neural network separation Nilin
6 10/07 Noise-resilient algorithms with randomized compiling Subhayan
7 10/14 Efficient Representations of Green's functions Zhen Huang
8 10/21 Quantum Walks Jin-Peng Liu
9 10/28 multi-particle quantum walks Jin-Peng Liu
10 11/04 combinatorial Mori-Zwanzig theory Yuanran Zhu
11 11/11 Decomposition augmented Lagrangian method for low-rank SDP Jiasu Wang
12 11/18 Quantum state preparation without coherent arithmetic Yulong Dong
13 11/25 No seminar (Thanksgiving)
14 12/02 TBD Raehyun Kim
15 12/09 Convergence analysis of diffusion models Gil Goldshlager
16 12/16 No seminar (Final)
17 12/23 No seminar (Winter break)
18 12/30 No seminar (Winter break)
19 01/06 No seminar (JMM)
Schedule (2022 Summer)
Week Date Topic Speaker References
1 07/29 Transformers: NLP, CV, RL, Quantum and Beyond --- part I Jiahao Yao
2 08/05 Transformers: NLP, CV, RL, Quantum and Beyond --- part II Jiahao Yao
3 08/12 Transformers: NLP, CV, RL, Quantum and Beyond --- part III Jiahao Yao
Schedule (2022 Spring)
Week Date Topic Speaker References
0 02/04 Coupled-cluster theory revisited Mihaly Csirik
1 02/11 String theory, Geometry, and Machine Learning Challenger Mishra
2 02/18 Optimal Stochastic Trace Estimation Kevin Stubbs
3 02/25 Twisted bilayer graphene Raehyun Kim
4 03/04 Fermionic Neural Networks Nilin Abrahamsen
5 03/11 (Advancing Quantum Mechanics with Mathematics and Statistics Tutorials)
6 03/18 Exact parameterization of fermionic wave functions (IPAM activities) Fabian Faulstich
7 03/25 (Spring Recess)
8 04/01 (Workshop I: Multiscale Approaches in Quantum Mechanics)
9 04/08 lattice gauge theories Yu Tong
10 04/15 (Workshop II: Model Reduction in Quantum Mechanics)
11 04/20 The propagation of information in power-law interacting systems (joint with applied math seminar) Minh Tran (MIT)
12 04/29 Quantum Algorithm for computing observable of nonlinear partial differential equations Jiasu Wang
13 05/06 (Workshop III: Large-Scale Certified Numerical Methods in Quantum Mechanics)
14 05/13 Simulating bosonic bath with error bars Jiasu Wang
15 05/20 (miniWorkshop on Moire systems)
16 05/27 (Workshop IV: Monte Carlo and Machine Learning Approaches in Quantum Mechanics)
Schedule (2021 Fall)
Week Date Topic Speaker References
1 8/27 Quantum Subspace Diagonalization. Ethan Epperly
2 9/3 DMET for SIAM Raehyun Kim
3 9/10 Parallel Quantum Algorithm for Hamiltonian Simulation Nilin Abrahamsen
4 09/17 Variational Schrieffer-Wolff Transformation Jiahao Yao
5 09/24 Genetic column generation Kevin Stubbs
6 10/01 Hybridized Methods for Quantum Simulation in the Interaction Picture Di Fang
7 10/08 Fast Amplification of QMA Subhayan Roy Moulik
8 10/15 Fast-forwarding quantum evolution Yulong Dong
9 10/22 Quantum Algorithms to Simulate Correlated Fermions Fabian Faulstich
10 10/29 Self-consistent second-order Green’s function perturbation theory for periodic systems Xin Xing
11 11/05 Theory of variational quantum simulation Ethan Epperly
12 11/11 (Special date) Joseph Tindall (Oxford)
13 11/19 Error Bounds for Variational Quantum Time Evolution Yu Tong
14 11/26 Thanksgiving (so no seminar)
15 12/03 Exact Factorization Embedding Theory Zhen Huang
16 12/10 Dynamical error bounds for continuum discretisation Jiasu Wang
17 12/16 Quantum Monte Carlo approaches for strongly correlated systems Ankit Mahajan
Schedule (2021 Summer)
Week Date Topic Speaker References
1 5/21 Canceled due to SIAM LA
2 5/28 DRL for Quantum Phase Transition (1/2 slot)
Iterative Quantum Assisted Eigensolver (1/2 slot)
Jiahao Yao
Jiasu Wang
3 6/4 Quantum algorithm for simulating real time evolution of lattice Hamiltonians Yu Tong
4 6/11 Neural tensor contractions and the expressive power of deep neural quantum states Jeffmin Lin
5 6/18 AIM SQUARE. No seminar this week
6 6/25 Third-order algebraic diagrammatic construction theory: A Green's function approach Xin Xing
7 7/2 Fault-Tolerant Quantum Simulations of Chemistry in First Quantization Di Fang
8 7/9 A projector-splitting integrator for dynamical low-rank approximation Fabian Faulstich
9 7/16 Concentration for random product formulas Dong An
10 7/23 Neural tensor contractions and the expressive power of deep neural quantum states Jeffmin Lin
11 7/30 Universal tripartite entanglement in one-dimensional many-body systems Yantao Wu
12 8/6 TBD Raehyun Kim
13 8/13 Robustness of Discretization in Digital Adiabatic Simulation Jiasu Wang
14 8/20 Accessing scrambling using matrix product operators Sajant Anand
Schedule (2021 Spring)
Week Date Topic Speaker References
1 1/8 Block-encoding of sparse matrices Lin Lin
2 1/15 Projected Position Operators for Constructing Well Localized Bases Kevin Stubbs
3 1/19 Multiconfigurational Electronic Structure Theories for Materials: Development and Applications Hung Pham
3 1/22 Polar decomposition, Petz recovery channels and pretty good measurements Yihui Quek (Stanford) Special Time: 4pm-5pm
4 1/29 FBSDE based neural network algorithms for high-dimensional quasilinear parabolic PDEs Wenzhong Zhang
4 1/29 QIP 2021 presentation QIP 2021 presentation
5 2/5 Representing Exact Electron Densities by a Single Slater Determinant in Finite Basis Sets Xin Xing
6 2/12 sub-exponential algorithm for 2D frustration-free spin systems with gapped subsystems Nilin Abrahamsen (MIT)
7 2/19 Quantum algorithms for linear and nonlinear differential equations Dong An
8 2/26 APS March Meeting 2021 Presentation
9 3/5 On Representing (Anti)Symmetric Functions Jeffmin Lin
10 3/12 Determinantal Point Processes for Machine Learning Jiahao Yao
11 3/19 Nearly tight Trotterization of interacting electrons Yuan Su
12 3/26 Quantum Logspace Algorithm for Powering Matrices with Bounded Norm Subhayan Roy Moulik
13 4/2 Quantum Hamiltonian-Based Models & the Variational Quantum Thermalizer Algorithm Yulong Dong
14 4/9 Spectral characterization of magic angles in twisted bilayer graphene Fabian Faulstich
15 4/16 Chiral model for twisted bilayer graphene Maciej Zworski
16 4/23 Quantum impurity problems Lin Lin
17 4/30 Exploiting anticommutation in Hamiltonian simulation Qi Zhao (UMD)
18 5/7 Canceled due to final exam
19 5/14 Quantum chaos, information scrambling, and computation Subhayan Roy Moulik
Schedule (2020 Fall)
Week Date Topic Speaker References
1 9/4 Machine Learning Exchange-Correlation Energy Qinyi Zhu 24
Solving Quantum Linear Algebra Problems
A Proposal of Quantum LINPACK Benchmark
Yulong Dong 25
2 9/14 Computational Optimal Transport Jeffmin Lin 27, 28
Fast Matrix-Vector Multiplication Algorithms for Dense Kernel Matrices Xin Xing
3 9/18 Quantum State Verification in the Linear System Problem Yu Tong 11
Data-Driven PDF Method for Langevin Equations with Colored Noise Hongli Zhao
4 9/25 DMFT, DMET, and RISB: A unified perspective Fabian Faulstish 8
5 10/2 Machine Learning for Inverse Problems in Computational Engineering Kailai Xu
6 10/9 Finite-size Correction for Periodic MP2 and CCSD Calculations Xin Xing 21
7 10/16 Quantum Approach to Discrete Combinatorial Optimization Jiasu Wang 15
8 10/23 Continuous Quantum Error Correction for Time-dependent Hamiltonian Song Zhang 26
9 10/30 Hamiltonian Simulation in the Low Energy Subspace Yulong Dong 12
10 11/13 A straightforward introduction to continuous quantum measurement Di Fang 2
11 11/20 Localized Edge Modes in Subwavelength Resonator Arrays Erik Hiltunen
12 12/4 Efficient Distributed Quantum Computing Subhayan Moulik 14
13 12/17 Variational Policy Gradient Theorem Jiahao Yao 31
14 12/18 Converging High-Level Coupled-Cluster Energetics by Monte Carlo Sampling and Moment Expansions Fabian Faulstish 30


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