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quantum-wednesday

★ 48 Open GitHub ↗

An open to all meeting where we discuss things (open) quantum science. ⚛️🗓️

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# Quantum Wednesday

On Wednesdays at 5:30PM UTC the Unitary Foundation hosts "Quantum Wednesday" (QW).
The event is an hour long and generally pertains to quantum computing related topics.

The events are hosted on our [discord](http://discord.unitary.foundation), and are open for all to attend, regardless of quantum computing knowledge/skill.
We encourage questions, and engagement from community members, but listening in is also completely acceptable.
Hope to see you there!

If you're interested in giving a talk, please get in contact with a Unitary Foundation staff member if you have any questions, otherwise use the [sign up form](https://airtable.com/shrHy03c3aQWc7Amk)!

## Meetings

| Date (YYYY-MM-DD) | Presenter | Title | Links |
| ----------------- | --------- | ----- | ----- |
| 2026-08-19 | James Wootton | QPU-scale randomized benchmarking via Bell-pair injection     | [paper](https://arxiv.org/abs/2605.22744) |
| 2026-08-12 | Gushu Li | Computer-Aided Design for Quantum Error Correction Codes    | paper |
| 2026-08-05 | Gemma Platt, Sara Metwalli | Deltakit Community Fund AMA     | slides |
| 2026-06-03 | Veena Vijayakumar | unitaryHACK26 Kickoff   | [link](https://unitaryhack.dev/) |
| 2026-05-20 | Brad Chase | Clifft - Fast Exact Simulation of Near-Clifford Quantum Circuits  | [paper](https://arxiv.org/abs/2604.27058), [slides](https://drive.google.com/file/d/110C8ix0XCZQC_6lsPb-CVz2EJsLn6ZNV/view?usp=sharing) |
| 2026-05-06 | Veena Vijayakumar, Ben Castanon | Grantmaking and Open Source Community Development in Quantum Technology | [slides](https://drive.google.com/file/d/18s1YZ9oQ5VqP-SQmeRv71KubMnvu0-g5/view?usp=sharing), [recording](https://youtu.be/Y3Vl4ZXqnlw) |
| 2026-04-22 | Tim Vroomans | Using OrangeQS Juice to enable free quantum-processor access through Quantum Inspire | [repo](https://gitlab.com/orangeqs/juice), [recording](https://youtu.be/y1xZ0GOl8is) |
| 2026-04-15 | Farrokh Labib | Efficiently estimating the fidelity of GHZ states using compressed sensing  | [slides](https://drive.google.com/file/d/1AadkQL7LI0LxnMZUjdiZm6Grw2BG5ZEL/view?usp=sharing)|
| 2026-03-25 | Adi Dhumuntarao | Benchmarking quantum computers with any quantum algorithm      | [paper](https://arxiv.org/pdf/2508.05754), [slides](https://drive.google.com/file/d/1mqmplp69Zp76mb8CEg7SiBgh6BeZsqK6/view?usp=sharing)
| Postponed | Changhao Li | Toward a Scalable and Transparent Framework for Quantum Benchmarking       | [paper](https://arxiv.org/abs/2603.08680) |
| 2026-03-04 | Evan Dobbs | Advantage in distributed quantum computing with slow interconnects      | [paper](https://arxiv.org/abs/2512.10693), [recording](https://www.youtube.com/watch?v=6CX6nEGhkFo) |
| 2026-02-25 | Alex Rice | Quantum Circuits Are Just a Phase       | [paper](https://doi.org/10.1145/3776731), [recording](https://www.youtube.com/watch?v=2CyW4uWU9CE) | 
| 2026-02-18 | Brad Chase | Discussion on Computer Science Challenges in Quantum Computing: Early Fault-Tolerance and Beyond        | [paper](https://arxiv.org/abs/2601.20247) | 
| 2026-02-11 | Adrian Harkness | FTCircuitBench: A Benchmark Suite for Fault-Tolerant Quantum Compilation and Architecture        | [paper](https://arxiv.org/abs/2601.03185), [recording](https://www.youtube.com/watch?v=-AcBCI7-5rk) | 
| 2026-02-04 | Farrokh Labib | Group Discussion: Magic state cultivation       | [paper](https://arxiv.org/pdf/2512.13908), [paper](https://arxiv.org/pdf/2409.17595), [video](https://www.youtube.com/watch?v=bbR0__v5uHo) | 
| 2026-01-21 | Charles Yuan | Compiling Block Encodings for Quantum Computational Linear Algebra     | [paper](https://arxiv.org/abs/2511.01736), [recording](https://www.youtube.com/watch?v=rVVsZrc9mmk) |
| 2026-01-14 | Benjamin Rodatz | Completeness for Fault Equivalence of Clifford ZX Diagrams       | [paper](https://arxiv.org/abs/2510.08477), [recording](https://www.youtube.com/watch?v=JbSsduHbRx8) |
| 2025-12-03 | Nishad Maskara | Batched high-rate logical operations for quantum LDPC codes      | [paper](https://arxiv.org/abs/2510.06159), [recording](https://youtu.be/PR5B-V1vGC4) |
| 2025-11-26 | Abtin Molavi | Generating Compilers for Qubit Mapping and Routing      | [paper](https://arxiv.org/abs/2508.10781), [recording](https://youtu.be/mG1PJTlyC9Q?si=seLkdVRZyiGUeD7U) |
| 2025-11-19 | Leonardo Banchi | Efficient tensor-network simulations of weakly-measured quantum circuits      | [paper](https://arxiv.org/abs/2510.07211), [slides](https://drive.google.com/file/d/1t4HijLT4G4z4veaarLcUagiNRSESYVpG/view?usp=drive_link), [recording](https://youtu.be/MzAPCULvJzs?si=YL43Ab1NINS7PTbi) |
| 2025-11-12 | Ioana Moflic | Ultra-Large-Scale Compilation and Manipulation of Quantum Circuits with Pandora     | [paper](https://arxiv.org/abs/2508.05608), [slides](https://drive.google.com/file/d/1rRgf96ED6M_uJ_GHhlZTpY_wspnBtc2L/view?usp=sharing), [recording](https://www.youtube.com/watch?v=sOyu6Mac8Do) |
| 2025-11-05 | Jose A Bolanos | Algorithmic lattice surgery: From ZX circuits to fault-tolerant computations    | [github](https://github.com/tqec/topologiq), [slides](https://drive.google.com/file/d/1_qACfEx_7lPk-PpB-kwaG_j7OJ1f99nR/view?usp=sharing), [recording](https://www.youtube.com/watch?v=lLxInkc7kI8) |
| 2025-10-29 | Qian Xu | Transversal dimension jump for product qLDPC codes    | [paper](https://arxiv.org/pdf/2510.07269) |
| 2025-10-22 | Alex Meiburg | Formalizing Quantum Information in Lean    | [github](https://github.com/Timeroot/Lean-QuantumInfo) |
| 2025-09-24 | Balint Pato | Quantum Wednesday: PlanqTN, a Python library and web app for the quantum LEGO framework   | [paper](https://arxiv.org/abs/2109.08158), [slides](https://drive.google.com/file/d/1yuMC2lWIq61cI0aH7_SKn4X_mseku4e_/view?usp=sharing) |
| 2025-08-27 | Olivia Di Matteo | Constant-time hybrid compilation of Shor's algorithm with quantum just-in-time compilation  | [paper](https://arxiv.org/abs/2504.12449) |
| 2025-08-20 | Senrui Chen | Learning and mitigating Pauli noise self-consistently  | [paper](https://arxiv.org/abs/2505.22629) |
| 2025-08-13 | Eli Bourassa | Integrated photonic source of Gottesman–Kitaev–Preskill qubits  | [paper1](https://www.nature.com/articles/s41586-025-09044-5), [paper2](https://www.nature.com/articles/s41586-024-08406-9), [slides](https://drive.google.com/file/d/1ohhQESwoe4Fr8ebc1FHmeq09V7hKw5UT/view?usp=sharing) |
| 2025-08-06 | O. Burundukov/M. Cenk/T. Visegrady | Post-quantum cryptography: view from digital-assets management users  | [slides](https://drive.google.com/file/d/1B_09xz42crkwhNpkKLOJzIbzNUNEwQFE/view?usp=sharing) |
| 2025-07-23 | Farrokh Labib | Quantum state certification  | [paper1](https://arxiv.org/abs/2506.11355), [paper2](https://arxiv.org/abs/2404.07281), [slides](https://drive.google.com/file/d/14iVWJPtk23ACCpr20AYPrm5ORpQOGHqi/view?usp=sharing)|
| 2025-07-09 | Orazio Scarlatella | Standardized test of many-body coherence in gate-based quantum platforms  | [paper](https://arxiv.org/abs/2503.12573)|
| 2025-07-02 | Farrokh Labib | Stabilizer rank | [slides](https://drive.google.com/file/d/1lYFWKqfrvFAFSAUq6fGQCDSvxJQHiS4k/view)|
| 2025-06-25 | Robbie King | Quantum Algorithms: A Call to Action  | [blog](https://quantumfrontiers.com/2025/04/20/quantum-algorithms-a-call-to-action/)|
| 2025-06-18 | Lukas Burgholzer | The Munich Quantum Toolkit (MQT): Design Automation Tools and Software for Quantum Computing  | [paper](https://arxiv.org/abs/2405.17543), [slides](https://drive.google.com/file/d/1e5Wckh64G8KJkLxT9V5cE8BC1K21h8nj/view?usp=sharing)|
| 2025-06-11 | Samin Ishtiaq | The Fault Tolerant Upgrade for your QPU Control System  | [slides](https://drive.google.com/file/d/1VNdVrNue2zdMIwdZTEL3aBUIpgUwIbjx/view?usp=sharing)|
| 2025-06-04 | Luciano Bello | Qiskit v2 - what's coming  | [slides](https://drive.google.com/file/d/1WVOCXE5tXBQnFfQkTOn6x3YDbfTcMIrW/view?usp=drive_link)|
| 2025-05-14 | Kaylea Champion and Matthew Gaughan | The Science of (Open Source) Community  | [website](https://wiki.communitydata.science/Main_Page)|
| 2025-05-07 | Simone Cantori | Classical deep learning for quantum error mitigation  | [paper](https://epjquantumtechnology.springeropen.com/articles/10.1140/epjqt/s40507-024-00256-8), [slides](https://drive.google.com/file/d/17VJIC2PLJMDBPuO6-lZMRKLgYpVrNj5V/view?usp=sharing)|
| 2025-04-30 | Brad Chase | Verifying Fault-Tolerance of Quantum Error Correction Codes | [paper](https://arxiv.org/abs/2501.14380v2), [slides](https://drive.google.com/file/d/1iLFNR76sWD07V2b45S9KMy37TZhU_HDC/view?usp=drive_link)|
| 2025-04-23 | nate | On the Importance of Error Mitigation for Quantum Computation | [paper](https://arxiv.org/abs/2503.17243), [slides](https://docs.google.com/presentation/d/1QYIq2KcJ73C6i_SouKXQ9YVEK3Exfh5RMdjXDl0T8PQ/) |
| 2025-03-26 | nate + Farrokh | Virtual Distillation Demo | [RFC](https://docs.google.com/document/d/1833IaqzpJ7DbfasgXt59AA93fJk4_EUDfBV4yNHHyic/), [slides1](https://drive.google.com/file/d/1Fz6G95isfI8FUTg7rx_W8vt7DGtjRevT/), [slides2](https://docs.google.com/presentation/d/1HnNh6s216hHjcXSj7gNuKOBz01nvNPZKZEU6FR83Rho/) |
| 2025-03-19 | nate | How to Build a Quantum Supercomputer | [paper](https://arxiv.org/abs/2411.10406) |
| 2025-03-12 | Alejandro Montanez | Evaluating the performance of quantum process units at large width and depth | [paper](https://arxiv.org/abs/2502.06471), [repo](https://github.com/alejomonbar/LR-QAOA-QPU-Benchmarking), [slides](https://github.com/alejomonbar/LR-QAOA-QPU-Benchmarking/blob/main/Figures/LR-QAOA-UF.pdf) |
| 2025-03-05 | nate | The Potential Impact of Quantum Computers on Society | [paper](https://arxiv.org/abs/1712.05380) |
| 2025-02-26 | Ioana Moflic | Pandora: Ultra-Large-Scale Quantum Circuit Design Automation | [repo](https://github.com/ioanamoflic/pandora), [slides](https://drive.google.com/file/d/1YtKvDAwgnrTZr-dr5VL-6CuLDOH-zb0V/view?usp=sharing) |
| 2025-02-12 | Changhao Li | Benchmarking Quantum Processor Performance at Scale | [paper](https://arxiv.org/abs/2311.05933), [slides](https://drive.google.com/file/d/1OLVRrDqjfOb4m17tiCfueFbw97rHOlkq/view?usp=sharing) |
| 2025-01-22 | [Alessandro](https://github.com/cosenal) | Coding intermediate-stage quantum benchmarks | [notebook](https://gist.github.com/cosenal/172f1c42194ce50d6e991ab931dd6d45) |
| 2024-12-18 | Misty Wahl | Practical and efficient quantum circuit synthesis and transpiling with Reinforcement Learning | [paper](https://arxiv.org/abs/2405.13196), [slides](https://docs.google.com/presentation/d/1HQpHmc2qT58L0gllqbL5ckWyGzHUfjQ-YxQPw_k1FhQ/) |
| 2024-12-11 | Jeongwan Haah (youtube) | What is Your Logical Qubit? | [video](https://www.youtube.com/watch?v=l4smz_J8f1E) |
| 2024-10-23 | Jen Eisert (youtube) |  Fundamental limits to quantum computation | [video](https://www.youtube.com/watch?v=NhNB_Z50vII) |
| 2024-09-25 | Will Zeng | Towards violations of Local Friendliness using quantum computers | [paper](https://arxiv.org/abs/2409.15302) [talk](https://willzeng.com/shared/LF_09.25.2024.pdf) |
| 2024-09-18 | Farrokh Labib | Quantum amplitude estimation from classical signal processing | [paper](https://arxiv.org/abs/2405.14697), [notebook](https://drive.google.com/file/d/1_z-Rbpg40g0j0B0w_gIWJC0ZldIDzafL/view?usp=drive_link) |
| 2024-09-04 | Joao Carlos De Andrade Getelina | Error Mitigation with Quantum Subspace Expansion | [paper](https://arxiv.org/abs/2404.09132), [slides](https://docs.google.com/presentation/d/1MFyj3-ZzxUsmlI06E22fbPHn8noAzVT-/) |
| 2024-07-31 | Gregory Quiroz | Dynamically Generated Decoherence-Free Subspaces and Subsystems on Superconducting Qubits | [paper](https://arxiv.org/abs/2402.07278) |
| 2024-07-03 | Aleksandr (Alex) Berezutskii | mdopt -- decoding quantum and classical error correcting codes in the MPS-MPO formalism | [repo](https://github.com/quicophy/mdopt) |
| 2024-06-05 | Brian Goldsmith | Survey of Quantum Resource Estimation Tools | [slides](https://docs.google.com/presentation/d/1rXQqK8UALlV7zR5MkY2znfTAXlua6s53xRJFPXlYfKI) |
| 2024-05-29 | Ella Carlander, Ruhee Nirodi, and Alexandros Peltekis | Error Mitigation Benchmarking Pipeline (UW capstone project) | [repo](https://github.com/AlexandrosPeltekis/ErrorMit), [slides](https://docs.google.com/presentation/d/11FEIywpcXSVNXL2N5nLfeunERBHIylx5CP0Rcy66320/) |
| 2024-05-22 | Kallie + Dan | Let's hack! How to maximize your impact at unitaryHACK 2024 | [`unitaryhack.dev`](https://unitaryhack.dev/) |
| 2024-05-15 | Matthew Chang, Eric Yarnot, Skylar Chan, Jeffrey Kwan, Wilson Smith, Marco Qin | QRISE 2024 Unitary Fund Challenge Winner Presentations | [challenge](https://github.com/quantumcoalition/qrise2024-unitaryfund-challenge); [Team MACS slides](https://docs.google.com/presentation/d/1yon6rxWU0HIUhocD4tLh1sFQuOb4BjoyMAF2kIBgfMo/), [DNA Game slides](https://docs.google.com/presentation/d/1mhdlCzy-aBO6r9H13SHp1FXwDKRxwbk_U_Si6TWvIo0/) |
| 2024-05-01 | Jordan | Has IBM "cracked the code" for quantum memory? | [paper](https://www.nature.com/articles/s41586-024-07107-7), [slides](https://drive.google.com/file/d/1k0XqaKg5-NyaWyAfyPh1b2v7rsoQGfj_/view?usp=sharing) |
| 2024-04-24 | Misty | Error-Mitigated Quantum Random Access Memory  | [paper](https://arxiv.org/abs/2403.06340), [slides](https://docs.google.com/presentation/d/1oJ7vtR-ycmOTJ-XGgkUWlXE88J1QIL20xV_MWJo8Wu4/) |
| 2024-04-17 | Purva | RFC Review: Layerwise Richardson Extrapolation | [issue](https://github.com/unitaryfund/mitiq/issues/2224), [slides](https://docs.google.com/presentation/d/1kuBRfv7KW767Mxez9WLf1CCokqkmj1bbDqSv7vCy-8w/)|
| 2024-04-10 | Nathan | Open Hardware Solutions in Quantum Technology | [paper](https://pubs.aip.org/aip/apq/article/1/1/011501/3267254/Open-hardware-solutions-in-quantum-technology), [slides](https://docs.google.com/presentation/d/1pxvgFRoU75GuFEsVB3r5IhZRvCmsFxL34KVg90C8ZSY/) |
| 2024-03-27 | Nishchay Suri | Uniformly Decaying Subspaces for Error Mitigated Quantum Computation | [paper](https://arxiv.org/abs/2403.00163), [slides](https://drive.google.com/file/d/1xplIHHNy6hLzxK86pFpsWMrdK4x_3kHg/) |
| 2024-03-20 | nate | Inverted-circuit Zero-Noise Extrapolation | [paper](https://arxiv.org/abs/2403.01608), [slides](https://drive.google.com/file/d/1vTkIBZGOR5sE6Id96e1F-jRX2xg6eH9B/) |
| 2024-02-28 | Massimiliano Incudini, Francesco Di Marcantonio, Michele Grossi | Quantum Advantage Seeker with Kernels (quask): A software framework to speed up the research in quantum machine learning | [paper](https://link.springer.com/article/10.1007/s42484-023-00107-2)|
| 2024-02-14 | Nathan | Improving Zero-noise Extrapolation for Quantum-gate Error Mitigation using a Noise-aware Folding Method | [paper](https://arxiv.org/abs/2401.12495), [slides](https://docs.google.com/presentation/d/1weiASNWhuvQrPuCiNudY0kh3F18XxHjSUdyiFY3M5Y4/)|
| 2024-02-07 | Aaron Trowbridge | Quantum Optimal Control with Piccolo.jl | [paper](https://arxiv.org/abs/2305.03261), [slides](https://docs.google.com/presentation/d/1lAxYGM2o7ylLb4W30P29eQRCPeKBYIXzekFDiu1W_08/edit?usp=sharing)|
| 2024-01-24 | Misty | Quasi-Probabilistic Readout Correction of Mid-Circuit Measurements for Adaptive Feedback via Measurement Randomized Compiling | [paper](https://arxiv.org/abs/2312.14139) , [slides](https://docs.google.com/presentation/d/1XlVuw0x4Mfrlp7jhCKTKToAK1rJ36hSj9_eq-9gWf58/edit?usp=sharing)
| 2024-01-10 | Davide Gessa | Qlasskit | [repo](https://github.com/dakk/qlasskit), [slides](https://drive.google.com/file/d/1EIH3IrJah5I6u3-tU56gfpM26YPXLIVE/) |
| 2024-01-03 | Dan | Exponential Quantum Speedup in Simulating Coupled Classical Oscillators | [paper](https://journals.aps.org/prx/abstract/10.1103/PhysRevX.13.041041), [slides](https://docs.google.com/presentation/d/1liQ5GtFj5jMRv2woASsO00YUl1SxoLB3ng7vTwR3MyM/) |
| 2023-12-20 | Farrokh | Amplitude estimation using Fourier analysis | [notes](https://drive.google.com/file/d/11OhmaNHHsn7q8U5vIZ5CapO_IEIhW3jo/) |
| 2023-12-13 | UF Team | QOSS Survery Results | [survey results](https://unitaryfund.github.io/survey-website/) |
| 2023-12-06 | Nate | Enabling Dataflow Optimization for Quantum Programs | [paper](https://arxiv.org/abs/2101.11030), [slides](https://drive.google.com/file/d/1Cszym15tTVOSG6XtO_lskrFtjteIOJQ2/) |
| 2023-11-29 | Haoran Liao | Guest talk: Machine Learning for Practical Quantum Error Mitigation | [paper](https://arxiv.org/abs/2309.17368), [slides](https://drive.google.com/file/d/13SnBLwpuZsxam68w3TW-tCOdSBN_AGTe/) |
| 2023-09-27 | Nate | Interesting things from IEEE QCE | |
| 2023-09-13 | Misty Wahl | Preview of Technical Paper presentation: Zero noise extrapolation on logical qubits by scaling the error correction code distance | [paper](https://arxiv.org/abs/2304.14985), [slides](https://docs.google.com/presentation/d/1c9PhGv8witH_wJ0EXKgwXw4tvF7bfLctpHELUiEYalA/edit?usp=sharing) |
| 2023-09-06 | UF Team    | Exploring Quantum Noise |[slides](https://docs.google.com/presentation/d/1eYUEobc4NL9scAyJB2jf-IzOZF8Gf-gL-6ZI9qqXyTQ/edit#slide=id.p), [IBM resources on quantum noise](https://www.linkedin.com/posts/zlatko-minev_introduction-to-quantum-noise-part-1-activity-7112949810113953792-LQF6) |
| 2023-08-23 | Misty Wahl | Fault Tolerant Quantum Error Mitigation | [paper](https://arxiv.org/abs/2308.05403), [slides](https://docs.google.com/presentation/d/1cor_hJ5UaXk_8y3CU4TNKpqHqou280c6bPP5h7s6qfo/) |
| 2023-08-02 | Ali Gedawi | IBM recent quantum error mitigation results and related classical simulations | [paper](https://www.nature.com/articles/s41586-023-06096-3), [slides](https://docs.google.com/presentation/d/1qZ7zkizcR2IVX4oLgA9BLIX5btXY4gwxqUSqam6DprQ/) |
| 2023-07-26 | Srilakshmi Palanikumar | A review of Google's Quantum Supremacy results | [paper](https://www.nature.com/articles/s41586-022-05434-1), [slides](https://docs.google.com/presentation/d/1BHY9GWCFUKXHXifu00JLafg7QtX2MMkPt04vpNYMez0/) |
| 2023-05-28 | Min Li | Classical Shadow and its implementation on Mitiq | [paper](https://arxiv.org/abs/2002.08953), [slides](https://www.dropbox.com/s/ztgh4y9nsgf4rjl/Summer_proposal__Copy_%20%283%29.pdf) |
| 2023-05-23 | Nate | Focussed discussion/forum: unitaryHACK 2023 Q&A  | [`unitaryhack.dev`](https://unitaryhack.dev/) |
| 2023-05-11 | Dan | Phase transition in magic with random quantum circuits | [paper](https://arxiv.org/abs/2304.10481), [slides](https://docs.google.com/presentation/d/1IzykmJ37atm6pZXpmfhU_u5O5rYSDA3NUE-c8xYq3n8/)|
| 2023-05-03 | Nate | `python: typing = discussion` | [slides](https://docs.google.com/presentation/d/18NwREd-MFpVGZAT785hBbeecwpsElQ-GdaoXDbSTIBI/) | 
| 2023-04-26 | Ammar Jahin, Dariel Mok, Preksha Naik, Abdulrahman Sahmoud | RFC: Error Mitigation by Subspace Expansion | [RFC](https://docs.google.com/document/d/1JyQAwiw8BRT_oucZ6tQv0id6UhSdd3df1mNSPpOvu1I/), [slides](https://docs.google.com/presentation/d/1-_55elR06V0qsgaEUsFd6boUm3tA_J1bWe_JoBgT8pI/)
| 2023-04-19 | Nate | Locality and Error Mitigation of Quantum Circuits | [paper](https://arxiv.org/abs/2303.06496), [slides](https://raw.githubusercontent.com/natestemen/talks/main/2023-04-19-locality/prez.pdf) |
| 2023-04-12 | Nathan | Defining Standard Strategies for Quantum Benchmarks | [paper](https://arxiv.org/abs/2303.02108), [slides](https://docs.google.com/presentation/d/1QYxCFBS9EhA8A9ESBGAlN0CKxeisAPSR73_6Jrd1kA4/) |
| 2023-03-22 | Qiskit Seminar Series with Kenneth Brown | Quantum Error Correction and Machine Noise | [video link](https://www.youtube.com/watch?v=J0ic8A3u6Ks) |
| 2023-03-15 | Dan | Benchmarking the QFT/DFT (with Qrack)| [slides](https://docs.google.com/presentation/d/1ArPXUowpt-DsOzxcnfice6mhXQkFMJ32oXvX_QaDrLQ/) |
| 2023-03-08 | Nate | Hypothesis Testing for Error Mitigation: How to Evaluate Error Mitigation | [paper](https://arxiv.org/abs/2301.02690), [slides](https://drive.google.com/file/d/1uynJDM1qIxNUPUJQDUYO_IwoZEOnyfSa/) |
| 2023-03-01 | Purva Thakre | Circuit knitting with classical communication | [paper](https://arxiv.org/abs/2205.00016), [slides](https://drive.google.com/file/d/1QWnmPV2BD9zh57AK829gf7g-E03jEA0y/) |
| 2023-02-22 | Vincent | Quantum circuit debugging and sensitivity analysis via local inversions | [paper](https://arxiv.org/abs/2204.06056), [slides](https://docs.google.com/presentation/d/1THv95c9IBXVHA-mHen-M5KemCMm7enI6SGlRGLA94dQ/) |
| 2023-02-15 | Misty | Quantum error mitigation as a universal error-minimization technique: applications from NISQ to FTQC eras | [paper](https://arxiv.org/abs/2010.03887), [slides](https://docs.google.com/presentation/d/10u1XHHcCNDasvHnO6FlJOhaZ-onbjkbUWS-JlJg3qHI/) |
| 2023-02-08 | Nate | Optimization of Richardson extrapolation for quantum error mitigation | [paper](https://arxiv.org/abs/2201.08080), [slides](https://drive.google.com/file/d/1hDevCZF23omlUTd3VXA2iUxG6a1HLqQb/) |
| 2023-02-01 | | Social coding | |
| 2023-01-25 | Andrea | A Polynomial-Time Classical Algorithm for Noisy Random Circuit Sampling | [paper](https://arxiv.org/abs/2211.03999), [slides](https://docs.google.com/presentation/d/1dzyxVgqj-taNoJS94t6mQwGXdWjypI0zjR3YG2y0Gl8/) |
| 2023-01-18 | Nathan | Quantum simulation of dynamical phase transitions in noisy quantum devices | [paper](https://arxiv.org/abs/2211.08318), [slides](https://docs.google.com/presentation/d/1fMXjncts0nZ7poeRAnwJuCaN_3OGX8DOpakA7r7GYtQ/) |
| 2023-01-11 | Dan | Qrack simulations of the 2019 Google quantum supremacy experiment | [slides](https://docs.google.com/presentation/d/1vBpoOIDgKLQJTlGOO_pMWMQ_aU8vi50M093oJ31Gas0/) |
| 2023-01-04 | youtube | Ultimate potential and limitations of quantum error mitigation | [youtube](https://www.youtube.com/watch?v=ZMB5DHfludw) |
| 2022-12-14 | bubakazouba1 | Subspace expansion/shadow tomography | [paper](https://arxiv.org/abs/2203.07263) |
| 2022-11-30 | Misty | Q2B Presentation Preview | [slides](https://docs.google.com/presentation/d/13EZlBUvlvYUpA1CegppBajm8EKMkRMlO/) |
| 2022-11-23 | Nathan | QOSS Survey: Community, Diversity & Inclusion | [results](https://unitary.fund/posts/2022_survey_results.html) [slides](https://docs.google.com/presentation/d/1beLF9pClDYeJnzbTjc2V7O86Ze3PgMI78J4ZWpkOKW0/) |
| 2022-11-16 | Nate | Efficiently improving the performance of noisy quantum computers | [paper](https://arxiv.org/abs/2201.10672), [slides](https://drive.google.com/file/d/1NpphNhBLGo4CU6ehvTVW-JsHU7qBrFmq/) |
| 2022-11-09 | Nathan | Quantum Open Source Software Results | [results](https://unitary.fund/posts/2022_survey_results.html) [slides](https://docs.google.com/presentation/d/1beLF9pClDYeJnzbTjc2V7O86Ze3PgMI78J4ZWpkOKW0/) |
| 2022-10-26 | Christian Staufenbiel | DevOps for Jupyter Notebooks in QuTiP - GSoC '22 | [project](https://gist.github.com/christian512/41ec4461f70b28c4f9ebc56fc4eae5cb) |
| 2022-09-21 | Peter P. Orth | Error-Mitigated Simulation of Quantum Many-Body Scars on Quantum Computers with Pulse-Level Control | [paper](https://arxiv.org/abs/2203.08291) |
| 2022-09-14 | Ben McDonough | Improving the Scalability of  Scalable Probabilistic Error Cancellation | [slides](https://drive.google.com/file/d/1zcC2ld5x3feIE5BRb3zY4FeN68Odh_d-/) |
| 2022-09-07 | Misty | Doubling the size of quantum simulators by entanglement forging | [paper](https://arxiv.org/abs/2104.10220), [slides](https://docs.google.com/presentation/d/1VV4bj0Tmf8ndb_EPEsWyskXczi_eMX_OnOKS0n93kgU/)
| 2022-08-24 | Nate | Poetry with Mitiq | [project](https://python-poetry.org/), [slides](https://docs.google.com/presentation/d/1OBxlXixbVobO-qI9ypqct1VCdKFqy3tTnVxVwNwnmoY/) |
| 2022-08-17 | Nathan | Office hour | |
| 2022-07-13 | Leonardo Disilvestro | OpenQAOA: An Open Source SDK for QAOA | [paper](https://arxiv.org/abs/2210.08695) |
| 2022-07-06 | Mitiq team | Mitiq: 0.17 release, milestone & integrations | [milestone](https://github.com/unitaryfund/mitiq/milestone/21) |
| 2022-06-22 | Victor Zhou | Quantum Crosstalk Robust Quantum Control  | [paper](https://arxiv.org/abs/2208.05978) |
| 2022-06-15 | Dan | unitaryHACK office hours | |
| 2022-06-08 | Misty | unitaryHACK Mitiq Office Hours | |
| 2022-05-25 | Mitiq team | Mitiq: Examples & general discussion | |
| 2022-05-18 | Misty | Out-of-distribution generalization for learning quantum dynamics | [paper](https://arxiv.org/pdf/2204.10268.pdf), [slides](https://docs.google.com/presentation/d/10MUGf_dF_Q5MwYH6KFKueyPPj58k2CAbJqFutmNsHMk/)|
| 2022-04-27 | Metriq team | Metriq Submission Launch Party | [project](https://metriq.info) |
| 2022-03-30 | Andrea | Magic states and T-gadgets with Qiskit | |
| 2022-03-16 | Andrea | Error mitigation for universal gates on encoded qubits | [paper](https://arxiv.org/abs/2103.04915), [slides](https://docs.google.com/presentation/d/1iciSinpgpEK02PDFdVp1vus1_BFTI1FDZuktRqVrjmo/) |
| 2022-03-09 | | Social coding | [discord](http://discord.unitary.fund) |
| 2022-02-23 | Mitiq team | Office hour | [discord](http://discord.unitary.fund) |
| 2022-02-16 | Ryan Levy | Classical Shadows for Quantum Process Tomography on Near-term Quantum Computers | [paper](https://arxiv.org/abs/2110.02965) |
| 2022-02-02 | Andrea | Planning Digital Dynamical Decoupling for Mitiq | [rfc](https://docs.google.com/document/d/1cRwFCTn6kUjI1P0kNydtevxIYtE4r8Omd_iWK0Pe8qo/) |
| 2022-01-26 | Metriq team | Test submission party to `Metriq.info` | [project](https://metriq.info) |
| 2021-12-08 | Emilie Huffman | Real-time dynamics of Plaquette Models using NISQ Hardware | [paper](https://arxiv.org/abs/2109.15065) |
| 2021-12-01 | | Social coding | [discord](http://discord.unitary.fund) |
| 2021-11-17 | | Social coding | [discord](http://discord.unitary.fund) |
| 2021-11-10 | Ryan | Towards Quantum Subspace Expansion in Mitiq | [colab](https://colab.research.google.com/drive/1hN8jtBK9PBVCVvT8WkcNmgHSQbBkSq00)|
| 2021-11-03 | | Social coding | [discord](http://discord.unitary.fund) |
| 2021-10-20 | | Social coding | [discord](http://discord.unitary.fund) |
| 2021-10-13 | Nathan | Any-to-any connected cavity-mediated architecture for quantum computing with trapped ions or Rydberg arrays | [paper](https://arxiv.org/abs/2109.11551), [slides](https://docs.google.com/presentation/d/18KPqbNx_KaXOd9C0kfQ9LMHIrAJaeVesXvyfObgPH98/) |
| 2021-10-06 | | Social coding | [discord](http://discord.unitary.fund) |
| 2021-09-29 | Andrea | Fundamental limits of quantum error mitigation | [paper](https://arxiv.org/abs/2109.04457), [slides](https://drive.google.com/file/d/1oOwTT6Wv6K7cu-0PfNbwnNO4Jtv8LruO/) |
| 2021-09-22 | Danny Samuel | Effect of Error Mitigation of VQA Trainability | [paper](https://arxiv.org/abs/2109.01051), [slides](https://docs.google.com/presentation/d/1TOmk3kmrJ73poMeIj8pONTaglqM0DlvaPtnqyO76CQw/)|
| 2021-09-08 | | Mitiq feedback review | |
| 2021-08-11 | youtube | Towards physical Quantum relevancy of superconducting Quantum computers | [youtube](https://www.youtube.com/watch?v=E2HJFfjU8v0) |
| 2021-07-07 | | Mitiq paper draft review | |
| 2021-06-23 | Eliott Rosenberg | Experimental error mitigation using linear rescaling for variational quantum eigensolving with up to 20 qubits | [paper](https://arxiv.org/abs/2106.01264) |
| 2021-06-16 | | Mitiq paper draft | |
| 2021-06-02 | Dan + Vincent | Metriq: State-of-the-art in quantum benchmarks | [slides](https://docs.google.com/presentation/d/1qicprSBv9Bn1N3sNfO5-hgiB_skcVKWWzsugG9Qsfgo/) |
| 2021-05-21 | | Mitiq paper v2 resubmission | |
| 2021-04-21 | Filip Maciejewski| Modeling and mitigation of realistic readout noise with applications to QAOA | [repo](https://github.com/fbm2718/QREM) |
| 2021-04-07 | Sarah | Some Size and Structure Metrics for Quantum Software | [paper](https://arxiv.org/abs/2103.08815), [slides](https://docs.google.com/presentation/d/1U-W4szYjVFELMBaI9K7uXCqo5HfBRMJ2f_mQW4Sa8BQ/) |
| 2021-03-31 | Tudor | Predicting Many Properties of a Quantum System from Very Few Measurements | [paper](https://arxiv.org/abs/2002.08953) |
| 2021-03-24 | Andrea | Decoding quantum errors with subspace expansions | [paper](https://arxiv.org/abs/1903.05786), [notes](https://drive.google.com/file/d/1J35DVak6vrHqvwrg6l_o9Ao9zoZWwaNi/) |
| 2021-03-11 | Chen Wang | Protecting a bosonic qubit with autonomous quantum error correction | [paper](https://arxiv.org/abs/2004.09322) |
| 2021-03-03 | Sarah | Noisy intermediate-scale quantum (NISQ) algorithms | [paper](https://arxiv.org/abs/2101.08448) |
| 2021-02-24 | Chris Granade | AMA on RB, QCVV, baysean stats, and whatever else we want :) | |
| 2021-02-10 | Nathan | Quantum Error Mitigation using Symmetry Expansion | [paper](https://arxiv.org/abs/2101.03151), [slides](https://docs.google.com/presentation/d/1ki18BYDLKU6f6iMzMSQd2EjWQguKDQ--le_B05f6hCQ/) |
| 2021-02-03 | Balint Koczor | Exponential Error Suppression for Near-Term Quantum Devices | |
| 2021-01-27 | Tudor | Quantum Thermo | |
| 2021-01-14 | Will | Draft run through of UF presentation deck | |
| 2021-01-07 | Andrea | Free Research Chat | |
| 2020-12-10 | Daniel Burgarth | Control vs Noise | |
| 2020-11-05 | Andrea | Error mitigation via verified phase estimation | [paper](https://arxiv.org/abs/2010.02538), [slides](https://drive.google.com/file/d/11L-c3tIbD-Wf37LZr5tRyyOrzTJAzKfW/) |
| 2020-10-29| Ryan | Quantum error mitigation as a universal error-minimization technique: applications from NISQ to FTQC eras | [paper](https://arxiv.org/abs/2010.03887) |
| 2020-10-22| Sarah | Q# introduction + QIR Spec | [repo](https://github.com/crazy4pi314/uf-qsharp-intro) |
| 2020-10-15| Andrea | Hybridizing probabilistic error cancellation and zero-noise extrapolation | [slides](https://drive.google.com/file/d/1eBa8c2mfU95eoOCdptZ0H-g5ei0cyC8l/) |
| 2020-10-08| Will | Q4 Planning | |
| 2020-10-01| Nathan | Mitigating measurement errors in multi-qubit experiments | [paper](https://arxiv.org/abs/2006.14044), [slides](https://docs.google.com/presentation/d/1tJt_ZY8Yhl4v3eHP94n8uNrC1ENqnMBG82NW6BIaJA4/) |
| 2020-09-03| | disussion of arXiv manuscript | |
| 2020-08-27| Ryan + Andrea | Discussion of PEC notebooks | [slides](https://docs.google.com/presentation/d/1ZanabbyPOUa7avnnvRPQXQF8o4VpJiltXAG8sSEwcvE/) |
| 2020-08-13| | Social coding | [discord](http://discord.unitary.fund) |
| 2020-08-06| | dZNE + mitiq paper discussions | |
| 2020-07-30 | | Review digital ZNE feeback | |
| 2020-07-23 | | Social coding | [discord](http://discord.unitary.fund) |
| 2020-07-16 | Andrea | Resource theory of error mitigation | [paper](https://arxiv.org/abs/2006.12509), [slides](https://drive.google.com/file/d/1at-Gr8AY7_HrDm54969JLVBPMGQVRiIM/) |
| 2020-07-09 | Will | What limits the simulation of quantum computers? | [paper](https://arxiv.org/abs/2002.07730), [slides](https://docs.google.com/presentation/d/1A3x-ZjcemcIjxRAR68i-O3LZGRSbjV1lmjV2iuEITs4/) |
| 2020-07-02 | Roger Luo | Domain specific quantum programming in Yao.jl | [project](https://yaoquantum.org/) |
| 2020-06-18 | Yousef | Recovering noise-free quantum observables | [paper](https://arxiv.org/abs/1806.07860), [slides](https://docs.google.com/presentation/d/1h5wj-viNujCKEOdUxJV6-m6iu_Bzz50UmvaCl3bmQYg/) |
| 2020-06-11 | Alex McCaskey | On the XaCC quantum software architecture and the AIDE-QC project | [slides](https://drive.google.com/file/d/1fRBMU4L9bruSV5SeHC8EyMUJWkFL-tzm/) |
| 2020-05-28 | Clader group | On SchWARMA | [paper](https://arxiv.org/abs/2010.04580) |
| 2020-05-21 | Tudor | Town hall for new ideas | |
| 2020-05-14 | Andrea | Mixing error mitigation and classical simulation: existing results and new ideas.| [slides](https://drive.google.com/open?id=16nLqlEZfSiirhLZme5Up_TPzUwc9X4iF)|
| 2022-04-30 | Nathan | An overview of QuTiP (with pulse-level control of quantum circuits) | [slides](https://drive.google.com/file/d/1vi2AzSduNpHE80Kh27LAFtOb0pLOFQwt/) |
| 2020-04-23 | Tudor + Yousef | Angle Sampling Discussion | [slides](https://docs.google.com/presentation/d/1C4p3lK38p5dLQl3tARQW6yEAdoPvOKbKr88hHysI7XY/)|
| 2020-04-16 | Will | Noise tailoring for scalable quantum computation via randomized compiling | [paper](https://arxiv.org/abs/1512.01098), [slides](https://docs.google.com/presentation/d/1ptQjUR4aZvsci-xKnD9luefTg_Ay88fHb5MpJTIwk8o/) |
| 2020-04-09 | Andrea | Randomized Benchmarking | [slides](https://drive.google.com/file/d/1akAIstTAm0LRl51cDkmPlZV9Jb_xDV6Y/) |
| 2020-03-31 | Nathan | Open quantum systems and Liouvillian properties | [paper](https://arxiv.org/abs/1702.01853), [slides](https://drive.google.com/file/d/1djDgh6b91j4C2QtFViHdTWlduCnFbbLA/) |
| 2020-03-17 | Ryan | Benchmarking Noise Extrapolation with OpenPulse | [paper](https://arxiv.org/abs/1909.05219), [slides](https://docs.google.com/presentation/d/1reTw56xp8lQTqpIBnBiwB9CViKohkEpj91xa3eV6oLA/) |
| 2020-03-10 | Tudor | Natural Gradients: Classical and Quantum (part 2) | [paper](https://arxiv.org/abs/1909.02108), [slides](https://drive.google.com/file/d/1rRwDH3jwoDGyZmO4kFECcJ0_8MMT5v0J/view) |
| 2020-03-03 | Tudor | Natural Gradients: Classical and Quantum | [paper](https://arxiv.org/abs/1909.02108), [slides](https://drive.google.com/file/d/1rRwDH3jwoDGyZmO4kFECcJ0_8MMT5v0J/view) |
| 2020-02-25 | Will | Practical Quantum Error Mitigation for Near-Future Applications | [paper](https://arxiv.org/abs/1712.09271), [slides](https://docs.google.com/presentation/d/1PyrOIsyilJ_7mr-3PQg3ZQfva_AO1MHn5_v5MErQP7E/) |
| 2020-02-18 | Tudor + Andrea | Update on adaptive exponential fitting research |  |
| 2020-02-11 | Yousef | Probabilistic Error Cancellation | [paper](https://arxiv.org/abs/1612.02058), [slides](https://docs.google.com/presentation/d/1JoFjtXkffLEnvYRVkpw63Agw7iZE8YNzzwnOGJ60wbc/)  |
| 2020-02-04 | Andrea | Quantum Transfer Learning | [paper](https://arxiv.org/abs/1912.08278) |

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