Conceptual plot of the non-thermal states classified by QCNN.

Uncovering quantum many-body scars with quantum machine learning

Quantum convolutional neural networks successfully identify known quantum many-body scars with over 99% accuracy in simulations and 63% on IBM quantum hardware, while also discovering new non-thermal states that can be characterized as spin-wave modes of specific quasiparticles in complex quantum systems.

Quantum Dot Stabilization Breakthrough

Quantum Dot Stabilization Breakthrough

Lead halide perovskite quantum dots covered with stacked phenethylammonium ligands exhibit nearly non-blinking single photon emission with high purity (~98%) and extraordinary photostability (12+ hours), solving critical surface defect issues through π-π stacking interactions that create a stabilizing epitaxial ligand layer, enabling reliable room-temperature quantum emission for advanced computing and communication applications.

In the new method, two boron nitride (n-BN) layers twisted with respect to each other create an electric field in a molybdenum diselenide semiconductor (MoSe2). A light beam (red) is used to study the properties of the electrons in the semiconductor. Credit: ETH Zurich

Harnessing Coulomb Interactions in Nanoscale Ferroelectric Moiré Structures

Researchers created a nanoscale ferroelectric moiré pattern using hexagonal boron nitride layers to generate a purely electrostatic potential that enhances Coulomb interactions in transition metal dichalcogenides, enabling optical detection of electron correlations and ordered states while opening pathways to explore exotic quantum phenomena like chiral layer-pseudospin liquids and kinetic magnetism.

Boosted Bell-state measurements for photonic quantum computation: Schematic of the experimental setup.

Boosted Bell-state measurements for photonic quantum computation

Researchers achieved a groundbreaking advancement in photonic quantum computing by implementing a boosted Bell-state measurement with a success probability of 69.3%, significantly exceeding the conventional 50% limit and demonstrating a threefold improvement in photon-loss tolerance for fault-tolerant fusion-based quantum computing.

Thermoelectric Cooper Pair Splitter.

Quantum Correlations in Cooper Pair Splitters: A Comprehensive Analysis

Recent experiments with superconductor-quantum dot hybrids demonstrate that contact-induced level broadening and hybridization effects in thermoelectric Cooper pair splitters lead to shifted resonances and parity reversal in thermoelectric current, revealing new avenues for harnessing nonlocal quantum correlations in solid-state systems through gate voltage control.

Stabilisers for the planar surface code.

The Reset Dilemma: Optimizing Quantum Error Correction

Quantum error correction experiments face a trade-off where unconditional qubit reset can theoretically double error tolerance during logical operations, but no-reset approaches perform better in practice when reset operations are slow or error-prone, prompting the development of novel syndrome extraction circuits to mitigate these limitations.

chematic diagram of the Zuchongzhi-3 chip. 105 qubits and 182 couplers are integrated on the same chip to perform quantum random circuit sampling tasks. Credit: USTC

China Quantum Computing Breakthrough with Zuchongzhi-3

Researchers at China’s USTC have developed Zuchongzhi-3, a groundbreaking 105-qubit quantum computer that processes calculations 10^15 times faster than the most powerful supercomputers and one million times faster than Google’s latest quantum systems, marking a significant advancement in quantum supremacy.

Daniel Blumenthal. Credit: Matt Perko, UC Santa Barbara

Miniaturizing Quantum Technologies with Integrated Photonics

A quantum photonics researcher who pioneered the miniaturization of cold atom trapping systems through integrated photonics at UC Santa Barbara, successfully developing the first photonic integrated 3D magneto-optical trap (PICMOT) that enables portable quantum technologies with applications in precision sensing, timekeeping, and quantum computing.

Error mitigation by temperature extrapolation.

Quantum error mitigation in quantum annealing

Researchers developed practical zero-noise extrapolation techniques for quantum annealing that successfully mitigate both thermal and non-thermal errors in quantum systems without additional qubit overhead, demonstrated through experiments on a transverse-field Ising spin chain that aligned well with theoretical predictions.

Boosted quantum teleportation - Schematic of the experimental set-up.

Breaking Barriers in Quantum Teleportation

Researchers have achieved a breakthrough in quantum teleportation by using ancillary photonic states to surpass the 50% Bell-state measurement success probability limit of linear optics, demonstrating an impressive 69.71% acceptance rate with high fidelity (0.8677) on arbitrary input states from independent sources, representing the first practical implementation of Boosted Quantum Teleportation with significant implications for quantum repeaters, communications, and computation.

Matthew Chow, center, and Bethany Little discuss with Yuan-Yu Jau, off camera, the first practical way to detect atom loss for neutral atom quantum computing at Sandia National Laboratories. Credit: Craig Fritz, Sandia National Laboratories

Quantum Leap: Converting Atom-Loss Errors in Neutral-Atom Quantum Computing

Researchers have demonstrated circuit-based leakage-detection units that nondestructively identify atom-loss errors in neutral-atom quantum computers with 93.4% accuracy, including a “swap” variant that exchanges data and ancilla atoms, enabling quantum information to potentially outlive individual atoms in the quantum register.

Babak Seradjeh. Credit: Indiana University

Majorana Fermions Reveal New Patterns in Josephson Junctions

Researchers theoretically demonstrate that Floquet Majorana fermions in periodically driven topological superconductors create 4π-periodic Josephson currents with amplitudes that can be tuned by aligning chemical potentials with drive frequency harmonics, yielding a novel “Josephson Floquet sum rule.”

Schematic of a quantum network link based on multiple 171Yb qubits in nanophotonic cavities.

Multi-Qubit Nodes Expands Quantum Network Potential

Researchers have achieved a breakthrough in quantum networking by creating a two-node system with multiple rare-earth ions per node that enables multiplexed entanglement distribution and multipartite state preparation, overcoming traditional single-qubit limitations and laying the groundwork for scalable quantum networks with applications in computing, communication, and sensing.

Recurrent quantum circuit for locally generating quantum sample states (q-samples).

Lossy Quantum Dimension Reduction for Stochastic Process Sampling

The research introduces lossy quantum dimension reduction for stochastic process sampling that compresses memory requirements beyond current quantum and classical approaches while maintaining high-fidelity approximations for both Markovian and non-Markovian processes, with applications across numerous scientific fields.

The pair of silicon microchips that compose the Ocelot logical-qubit memory chip.

Amazon announces Ocelot quantum chip

Amazon Web Services has unveiled Ocelot, a groundbreaking quantum chip that uses cat qubits and bosonic quantum error correction to significantly reduce resource requirements, achieving bit-flip times approaching one second while requiring only one-tenth the resources of traditional approaches, potentially revolutionizing the path to commercially viable quantum computing.

IonQ to acquire ID Quantique to form the world’s largest quantum-safe networks and quantum networking provider

IonQ to Acquire Controlling Stake in ID Quantique

IonQ is acquiring a controlling stake in quantum safe networking leader ID Quantique (IDQ) to strengthen its global quantum ecosystem, accelerate quantum networking development, and establish a strategic partnership with SK Telecom, with the acquisition expected to close in Q2 2025.

Illustration of the CAB procedure for assessing the fidelity of an n-qubit gate, U.

Calibrating quantum gates up to 52 qubits in a superconducting processor

Researchers successfully benchmarked quantum gates up to 52 qubits using a character-average benchmarking protocol, achieving a 63.09% ± 0.23% fidelity for a 44-qubit parallel CZ gate while demonstrating that optimizing global gate fidelity, rather than individual gate fidelities, yields superior performance by accounting for inter-gate correlations.

Quantum Machines Raises $170M as Its Customer Base Exceeds 50% of Companies Developing Quantum Computers

Quantum Machines Raises $170M

Quantum Machines has raised $170 million in Series C funding, bringing its total to $280 million, as the company’s hybrid control technology for quantum computing systems gains widespread adoption across the industry during a breakthrough year marked by significant hardware and error correction advancements.

The overview of training formalism for the parameterized quantum comb framework.

Revolutionizing Quantum Process Transformation with PQComb

PQComb revolutionizes quantum information processing by employing parameterized quantum circuits to efficiently transform quantum processes, demonstrating significant improvements in resource efficiency and noise resilience while solving previously intractable problems in quantum unitary transformations.

The illustration shows the layers of semiconductor crystal stacked together. Electron orbitals within the layers are represented as sitting atop them. The double-lobed orbitals indicate the locations of excited electrons while single ellipsoids show the ground state, where empty spaces called holes are left behind. Although similar orbitals might be expected running front to back, or in and out of the layers, the research team co-led by the University of Regensburg and University of Michigan showed why excited electrons are mainly funneled into one orientation of this orbital. Credit: Brad Baxley, Part to Whole, edited; Copyright: DOI: 10.1038/s41563-025-02120-1

Quantum “Miracle Material” Enables Magnetic Switching

Researchers from the University of Regensburg and the University of Michigan discovered that chromium sulfide bromide functions as a quantum “miracle material” capable of encoding information in multiple forms (charge, light, magnetism, and vibrations) while its unique magnetic properties confine excitons to single layers or lines, significantly extending quantum information longevity and potentially enabling rapid conversion between photon and spin-based quantum information.

Emergence of opposing arrows of time in open quantum systems

Time May Flow Both Ways: Quantum Physics Reveals New Truth

A groundbreaking study from the University of Surrey reveals that time at the quantum level may flow in both directions, as researchers discovered a mathematical “memory kernel” in open quantum systems that maintains time symmetry even when considering energy dissipation into the universe, challenging our conventional understanding of time’s unidirectional nature.

Schematic illustration of the batch versus in-flow bandgap engineering of LHP NCs via PIAER featuring the reaction time and volume differences

Quantum Dots Get a Precise Photonic Makeover

Scientists at North Carolina State University have developed a groundbreaking light-driven method to precisely tune quantum dots’ optical properties through a microfluidic system, offering a faster, more energy-efficient, and sustainable alternative to traditional chemical modification techniques for applications in LEDs, solar cells, displays, and quantum technologies.