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This https://arxiv.org/abs/2505.24765 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_qu…

Supervised Quantum Machine Learning: A Future Outlook from Qubits to Enterprise Applications
Supervised Quantum Machine Learning (QML) represents an intersection of quantum computing and classical machine learning, aiming to use quantum resources to support model training and inference. This paper reviews recent developments in supervised QML, focusing on methods such as variational quantum circuits, quantum neural networks, and quantum kernel methods, along with hybrid quantum-classical workflows. We examine recent experimental studies that show partial indications of quantum advantag…

QuanUML: Towards A Modeling Language for Model-Driven Quantum Software Development
Xiaoyu Guo, Shinobu Saito, Jianjun Zhao
https://arxiv.org/abs/2506.04639

QuanUML: Towards A Modeling Language for Model-Driven Quantum Software Development
This paper introduces QuanUML, an extension of the Unified Modeling Language (UML) tailored for quantum software systems. QuanUML integrates quantum-specific constructs, such as qubits and quantum gates, into the UML framework, enabling the modeling of both quantum and hybrid quantum-classical systems. We apply QuanUML to Efficient Long-Range Entanglement using Dynamic Circuits and Shor's Algorithm, demonstrating its utility in designing and visualizing quantum algorithms. Our approach supports…

Boulder, CO-based quantum computing startup Infleqtion raised a $100M Series C and partnered with US government services contractor SAIC to pursue defense deals (Stephen Nellis/Reuters)
https://www.reuters.com/technology/quantum

Quantum Index Report 2025
Jonathan Ruane, Elif Kiesow, Johannes Galatsanos, Carl Dukatz, Edward Blomquist, Prashant Shukla
https://arxiv.org/abs/2506.04259

Quantum Index Report 2025
The inaugural edition of the MIT Quantum Index Report (QIR). Quantum technologies are evolving from theoretical concepts into tangible technologies with commercial promise. Their rapid progress is capturing global attention and suggests we stand on the cusp of a second quantum revolution. Unlocking the quantum opportunity is not simple. One challenge is that quantum technologies can present a high barrier to understanding for nonexperts because they often rely on complex principles and concepts…

This https://arxiv.org/abs/2504.07732 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_csPL_…

Efficient Formal Verification of Quantum Error Correcting Programs
Quantum error correction (QEC) is fundamental for suppressing noise in quantum hardware and enabling fault-tolerant quantum computation. In this paper, we propose an efficient verification framework for QEC programs. We define an assertion logic and a program logic specifically crafted for QEC programs and establish a sound proof system. We then develop an efficient method for handling verification conditions (VCs) of QEC programs: for Pauli errors, the VCs are reduced to classical assertions t…

This https://arxiv.org/abs/2412.20925 has been replaced.
link: https://scholar.google.com/scholar?q=a

Active Learning with Variational Quantum Circuits for Quantum Process Tomography
Quantum process tomography (QPT) is a fundamental tool for fully characterizing quantum systems. It relies on querying a set of quantum states as input to the quantum process. Previous QPT methods typically employ a straightforward strategy for randomly selecting quantum states, overlooking differences in informativeness among them. In this work, we propose a general active learning (AL) framework that adaptively selects the most informative subset of quantum states for reconstruction. We desig…

“It is better to remain silent at the risk of being thought a fool, than to talk and remove all doubt of it.”
– Maurice Switzer https://ec.social-network.europa.eu/@EUCommission/114789191589954642

European Commission (@EUCommission@ec.social-network.europa.eu)
Attached: 1 image As temperatures soar, here is something cool for Europe’s future. ⚛️ Introducing the Quantum Europe Strategy: A plan to bring together EU countries, industry, academia and society to unlock the full power of quantum tech. Europe is well-positioned to lead the ongoing quantum revolution, focusing our strategy on: 🔬 R&I 🏗️ Infrastructures 🛰️ Space and Dual-use 🎓 Skills 🌐 Quantum ecosystem Quantum will transform key sectors and Europe will lead the…

Tel Aviv-based Qedma, which is developing an error mitigation software called QESEM for quantum computers, raised a $26M Series A led by Glilot Capital Partners (Anna Heim/TechCrunch)
https://techcrunch.com/2025/07/03/isra

Israeli quantum startup Qedma just raised $26 million, with IBM joining in | TechCrunch
Qedma specializes in error mitigation software. Its main piece of software, QESEM, standing for Quantum Error Suppression and Error Mitigation, analyzes noise patterns to suppress some classes of errors while the algorithm is running and mitigate others in post-processing.

President Trump signs an EO scrapping or revising several Biden- and Obama-era cybersecurity programs, including for AI security and post-quantum cryptography (Eric Geller/Cybersecurity Dive)
https://www.cybersecuritydive.com/news/tru

Trump scraps Biden software security, AI, post-quantum encryption efforts in new executive order
The White House accused the Biden administration of trying to “sneak problematic and distracting issues into cybersecurity policy.” 

This https://arxiv.org/abs/2505.20863 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_qu…

Leveraging Diffusion Models for Parameterized Quantum Circuit Generation
Quantum computing holds immense potential, yet its practical success depends on multiple factors, including advances in quantum circuit design. In this paper, we introduce a generative approach based on denoising diffusion models (DMs) to synthesize parameterized quantum circuits (PQCs). Extending the recent diffusion model pipeline of Fürrutter et al. [1], our model effectively conditions the synthesis process, enabling the simultaneous generation of circuit architectures and their continuous…