Centre for Quantum Technologies

@quantumlah

91 tuit · page 2/3

Formal & Physical Sciences Computing & Cybersecurity

QTML 2025: Productionizing Quantum Mass Production

William J. Huggins

March 12, 2026 14 min

★ ★ ★ ★ ☆ 4/5

Quantum ComputingData LoadingQROM

Formal & Physical Sciences AI — Models & Research

QTML 2025: Polynomial Speed-Up in Photonic Neural Networks via Adaptive State Injection

Léo Monbroussou

March 12, 2026 11 min

★ ★ ★ ★ ☆ 4/5

Quantum Machine LearningPhotonic Neural NetworksState Injection

Formal & Physical Sciences Physics

QTML 2025: Pauli Propagation: A Framework For Simulating Quantum Systems

Manuel Rudolph

March 12, 2026 13 min

★ ★ ★ ★ ☆ 4/5

Quantum SimulationPauli PropagationClassical Simulation

Formal & Physical Sciences Physics

QTML 2025: Optimal Haar random fermionic linear optics circuits

Paolo Braccia

March 12, 2026 16 min

★ ★ ★ ★ ☆ 4/5

Quantum ComputingFermionic Linear OpticsHaar Measure

Formal & Physical Sciences Physics

QTML 2025: On the dynamical Lie algebras of quantum approximate optimization algorithms

Jonathan Allcock

March 12, 2026 18 min

★ ★ ★ ★ ☆ 4/5

Dynamical Lie AlgebrasQAOABarren Plateaus

Formal & Physical Sciences AI — Models & Research

QTML 2025: On The Cost Of Training (Adversarially-Robust) Quantum Models

Sayantan Pramanik

March 12, 2026 16 min

★ ★ ★ ★ ☆ 4/5

Quantum Machine LearningVariational Quantum AlgorithmsOptimization

Formal & Physical Sciences Physics

QTML 2025: Nearly query-optimal classical shadow estimation of unitary channels

Zihao Li

March 12, 2026 14 min

★ ★ ★ ★ ☆ 4/5

Quantum ComputingClassical Shadow EstimationUnitary Channels

Formal & Physical Sciences AI — Models & Research

QTML 2025: Natural gradient for quantum Boltzmann machines

Mark Wilde

March 12, 2026 17 min

★ ★ ★ ★ ☆ 4/5

Quantum ComputingQuantum Machine LearningNatural Gradient

Formal & Physical Sciences Computing & Cybersecurity

QTML 2025: Multiple-Basis Representation Of Quantum States

Adrián Pérez-Salinas

March 12, 2026 11 min

★ ★ ★ ★ ☆ 4/5

Quantum ComputingQuantum StatesTensor Networks

Formal & Physical Sciences Computing & Cybersecurity

QTML 2025: Modern techniques in quantum algorithms

Zane Rossi

March 12, 2026 62 min

★ ★ ★ ★ ☆ 4/5

Quantum AlgorithmsQuantum Signal ProcessingQSVT

Formal & Physical Sciences Computing & Cybersecurity

QTML 2025: Models of Learning for Quantum Processes: with noise, limitations and adversaries!

Mina Doosti

March 12, 2026 45 min

★ ★ ★ ★ ☆ 4/5

Quantum Learning TheoryQuantum Process TomographyStatistical Queries

Formal & Physical Sciences Physics

QTML 2025: Mildly-Interacting Fermionic Unitaries are Efficiently Learnable

Vishnu Iyer

March 12, 2026 16 min

★ ★ ★ ★ ☆ 4/5

Quantum ComputingFermionic UnitariesLearning Theory

Formal & Physical Sciences Physics

QTML 2025: LOCC-Assisted Quantum Circuits for Long-Range Entangled States

Yuxuan Yan

March 12, 2026 11 min

★ ★ ★ ★ ☆ 4/5

Quantum ComputingLOCCVariational Quantum Eigensolver

Formal & Physical Sciences AI — Models & Research

QTML 2025: Learning Quantum States with Tunable Loss Functions

Yixian Qiu, Lirandë Pira, Patrick Rebentrost

March 12, 2026 15 min

★ ★ ★ ★ ☆ 4/5

Quantum Machine LearningTilted Empirical Risk MinimizationSample Complexity

Formal & Physical Sciences Physics

QTML 2025: Learning pure quantum states (almost) without regret

Josep Lumbreras

March 12, 2026 16 min

★ ★ ★ ★ ☆ 4/5

Quantum State TomographyRegret MinimizationQuantum Bandits

Formal & Physical Sciences Computing & Cybersecurity

QTML 2025: Interactive proofs for verifying (quantum) learning and testing

Matthias C. Caro

March 12, 2026 17 min

★ ★ ★ ★ ☆ 4/5

Interactive ProofsQuantum LearningQuantum Verification

Formal & Physical Sciences Physics

QTML 2025: Hamiltonian Locality Testing via Trotterized Postselection

John Kallaugher

March 12, 2026 15 min

★ ★ ★ ★ ☆ 4/5

Quantum ComputingHamiltonian LocalityProperty Testing

Formal & Physical Sciences Computing & Cybersecurity

QTML 2025: Fourier Fingerprints of Ansatzes in Quantum Machine Learning

Melvin Strobl, Emre Sahin, Lucas van der Horst, Eileen Kuehn, Achim Streit, Ben Jaderberg

March 12, 2026 15 min

★ ★ ★ ★ ☆ 4/5

Quantum Machine LearningFourier AnalysisAnsatz

Formal & Physical Sciences Computing & Cybersecurity

QTML 2025: Efficient quantum-enhanced classical simulation for patches of quantum landscapes

Sacha Lerch

March 12, 2026 14 min

★ ★ ★ ★ ☆ 4/5

Quantum ComputingClassical SimulationVariational Quantum Algorithms

Formal & Physical Sciences Computing & Cybersecurity

QTML 2025: Efficient quantum state preparation of multivariate functions using tensor networks

Marco Ballarin

March 12, 2026 14 min

★ ★ ★ ★ ☆ 4/5

Quantum State PreparationTensor NetworksVariational Quantum Circuits

Formal & Physical Sciences Computing & Cybersecurity

QTML 2025: Efficient learning for linear properties of bounded-gate quantum circuits

Yuxuan Du, Min-Hsiu Hsieh, Dacheng Tao

March 12, 2026 14 min

★ ★ ★ ★ ☆ 4/5

Quantum ComputingMachine LearningClassical Shadows

Formal & Physical Sciences Computing & Cybersecurity

QTML 2025: Do You Know What Q-Means?

Arjan Cornelissen

March 12, 2026 21 min

★ ★ ★ ★ ☆ 4/5

Quantum ComputingK-Means ClusteringDequantization

Formal & Physical Sciences AI — Models & Research

QTML 2025: Designing Quantum Machine Learning Models for Graphs

Frederic Sauvage, Pranav Kalidindi, Frederic Rapp, Martin Larocca

March 12, 2026 15 min

★ ★ ★ ★ ☆ 4/5

Quantum Machine LearningGraph Neural NetworksEquivariance

Formal & Physical Sciences Physics

QTML 2025: Decoded Quantum Interferometry

Centre for Quantum Technologies

March 12, 2026 20 min

★ ★ ★ ★ ☆ 4/5

Quantum ComputingQuantum AlgorithmsOptimization

Formal & Physical Sciences Computing & Cybersecurity

QTML 2025: Classical simulation of quantum circuits

Armando Angrisani

March 12, 2026 88 min

★ ★ ★ ★ ☆ 4/5

Quantum SimulationPauli PropagationQuantum Advantage

Formal & Physical Sciences Physics

QTML 2025: Beyond Penrose tensor diagrams with the ZX-calculus

Richard East, Quanlong Wang, Razin Shaikh, Lia Yeh, Boldizsár Poór, Bob Coecke

March 12, 2026 17 min

★ ★ ★ ★ ☆ 4/5

ZX-CalculusSU(2)Quantum Computing

Formal & Physical Sciences Computing & Cybersecurity

QTML 2025: Auxiliary-Free Replica Shadows Estimation

You Zhou (presenter)

March 12, 2026 15 min

★ ★ ★ ★ ☆ 4/5

Quantum ComputingShadow EstimationQuantum Measurements

Formal & Physical Sciences Computing & Cybersecurity

QTML 2025: An efficient approach to realize Quantum Random Features

Akitada Sakurai

March 12, 2026 15 min

★ ★ ★ ★ ☆ 4/5

Quantum Machine LearningRandom Fourier FeaturesImage Classification

Formal & Physical Sciences Computing & Cybersecurity

QTML 2025: AI for Quantum: Toward AI-Enhanced Quantum Computing Applications

Kouhei Nakaji

March 12, 2026 38 min

★ ★ ★ ★ ☆ 4/5

AI for QuantumQuantum AlgorithmsGenerative Models

Formal & Physical Sciences AI — Models & Research

QTML 2025: Accelerating Inference for Multilayer Convolutional Neural Networks

Arthur Rattew

March 12, 2026 13 min

★ ★ ★ ★ ☆ 4/5

Quantum ComputingMachine LearningConvolutional Neural Networks

Formal & Physical Sciences Physics

QTML 2025: A Universal Script for Machine Learning Derived Entanglement Witnesses

Aiden Rosebush

March 12, 2026 13 min

★ ★ ★ ★ ☆ 4/5

Quantum EntanglementMachine LearningEntanglement Witnesses

Formal & Physical Sciences Computing & Cybersecurity

QTML 2025: A unifying account of warm start guarantees for patches of quantum landscapes

Hela Mhiri

March 12, 2026 11 min

★ ★ ★ ★ ☆ 4/5

Quantum ComputingVariational Quantum AlgorithmsBarren Plateaus

Formal & Physical Sciences AI — Models & Research

QTML 2025: A Unified Theory of Quantum Neural Network Loss Landscape

Eric Anschuetz

March 12, 2026 15 min

★ ★ ★ ★ ☆ 4/5

Quantum Neural NetworksWishart ProcessesJordan Algebras

Formal & Physical Sciences AI — Models & Research

QTML 2025: A PAC-Bayesian Approach To Generalization For Quantum models

Pablo Rodriguez-Grasa

March 12, 2026 13 min

★ ★ ★ ★ ☆ 4/5

PAC-BayesianQuantum Machine LearningGeneralization Bounds

Formal & Physical Sciences AI — Models & Research

QTML 2025: A Bit of Freedom Goes a Long Way: Quantum and Classical Algorithms

Debbie Huey Chih Lim

March 12, 2026 18 min

★ ★ ★ ★ ☆ 4/5

Reinforcement LearningQuantum AlgorithmsMarkov Decision Processes

Formal & Physical Sciences AI — Models & Research

QTML 2025: StoCQS: Stochastic Strategy For Ansatz Tree Construction In Krylov-Based Linear Solver

Xiufan Li

March 12, 2026 13 min

★ ★ ★ ★ ☆ 4/5

Quantum ComputingLinear SystemsStochastic Gradient Descent

Formal & Physical Sciences Computing & Cybersecurity

QTML 2025: Quantum Simulation By Sum Of Squares Spectral Amplification

Centre for Quantum Technologies

March 12, 2026 15 min

★ ★ ★ ★ ☆ 4/5

Quantum SimulationPhase EstimationSum of Squares

Formal & Physical Sciences Physics

An Agential Perspective on Sequential Quantum Work Extraction with Limited Information

Huang Ruo Cheng

February 10, 2026 48 min

★ ★ ★ ★ ☆ 4/5

Quantum ThermodynamicsWork ExtractionQuantum Information

Formal & Physical Sciences Physics

Quantum Manipulation with Ultracold Atoms

Yu-Ao Chen

February 5, 2026 58 min

★ ★ ★ ★ ☆ 4/5

Ultracold AtomsQuantum SimulationFermi-Hubbard Model

Formal & Physical Sciences Physics

Quantum limits on matter-wave guiding

Wolf von Klitzing

February 5, 2026 48 min

★ ★ ★ ★ ☆ 4/5

AtomtronicsBose-Einstein CondensateMatter-Wave Interferometry