output
19922026
most citedPractical Bayesian Optimization of Machine Learning Algorithms

5.7k citations

Showing 2025Show all

57 papers · 1 filter

cond-mat.supr-con2025

Charge order in the Pr substituted YBaCuO from high-field Hall effect measurements

C. M. Duffy, M. Altangerel, S. Badoux +8

The mechanism of doping in the composite PrYBaCuO (Pr-YBCO) system is distinct from that of pure YBCO, offering a means to explore the requirements for…

cond-mat.mtrl-sci2025★ 12 cited

Controlling Carbon Nanostructure Synthesis in Thermal Plasma Jet: Correlation of Process Parameters, Plasma Characteristics, and Product Morphology

Taki Aissou, Jerome Menneveux, Fanny Casteignau +2

Thermal plasma has emerged as an effective approach for producing carbon nanostructures without the need for specific catalysts nor substrates. While efforts have focused on the ef…

quant-ph2025★ 1 cited

DC-powered broadband quantum-limited microwave amplifier

N. Nehra, N. Bourlet, A. H. Esmaeili +7

Fast, high-fidelity, single-shot readout of superconducting qubits in quantum processors demands quantum-limited amplifiers to preserve the optimal signal-to-noise ratio. Typically…

cond-mat.mtrl-sci2025

Tight-binding and density-functional study of the Raman tensor in two-dimensional massive Dirac fermion systems

Selçuk Parlak, Abhishek Kumar, Runhan Li +2

Recently, two unusual features were theoretically predicted for the Raman response of out-of-plane phonons in magnetic two-dimensional materials hosting massive Dirac fermions. Fir…

cond-mat.str-el2025

Dynamics of superconducting pairs in the two-dimensional Hubbard model

G. Sordi, E. M. O'Callaghan, C. Walsh +3

The frequency structure of the superconducting correlations in cuprates gives insights on the pairing mechanism. Here we present an exhaustive study of this problem in the two-dime…

cs.CV2025

Fusion or Confusion? Assessing the impact of visible-thermal image fusion for automated wildlife detection

Camille Dionne-Pierre, Samuel Foucher, Jérôme Théau +4

Efficient wildlife monitoring methods are necessary for biodiversity conservation and management. The combination of remote sensing, aerial imagery and deep learning offer promisin…

cs.CV2025★ 3 cited

Lacking Data? No worries! How synthetic images can alleviate image scarcity in wildlife surveys: a case study with muskox (Ovibos moschatus)

Simon Durand, Samuel Foucher, Alexandre Delplanque +2

Accurate population estimates are essential for wildlife management, providing critical insights into species abundance and distribution. Traditional survey methods, including visu…

cond-mat.supr-con2025

Quantifying Twist Angles in Cuprate Heterostructures with Anisotropic Raman Signatures

Flavia Lo Sardo, Marina Esposito, Tommaso Confalone +9

Artificially engineered twisted van der Waals (vdW) heterostructures have unlocked new pathways for exploring emergent quantum phenomena and strongly correlated electronic states.…

cs.LG2025

wa-hls4ml: A Benchmark and Surrogate Models for hls4ml Resource and Latency Estimation

Benjamin Hawks, Jason Weitz, Dmitri Demler +13

As machine learning (ML) is increasingly implemented in hardware to address real-time challenges in scientific applications, the development of advanced toolchains has significantl…

cs.CV2025★ 4 cited

Estimation of Segmental Longitudinal Strain in Transesophageal Echocardiography by Deep Learning

Anders Austlid Taskén, Thierry Judge, Erik Andreas Rye Berg +8

Segmental longitudinal strain (SLS) of the left ventricle (LV) is an important prognostic indicator for evaluating regional LV dysfunction, in particular for diagnosing and managin…

math.DG2025

Lax-Kirchhoff moduli spaces and Hamiltonian 2D TQFT

Mohamed Moussadek Maiza, Maxence Mayrand

We introduce the Lax-Kirchhoff moduli space associated with a finite quiver and a compact connected Lie group . On each oriented edge we consider the Lax equation $\dot{A}_1…

cond-mat.supr-con2025

Soft Mode Origin of Charge Ordering in Superconducting Kagome CsVSb

Philippa Helen McGuinness, Fabian Henssler, Manex Alkorta +12

Charge-density-wave (CDW) order and superconductivity coexist in the kagome metals AVSb (A=K, Cs, Rb), raising fundamental questions about the mechanisms driving their inte…

cond-mat.str-el2025

Evidence for a field-induced Lifshitz transition in the Weyl semimetal CeAlSi

M. M. Piva, T. Helm, J. C. Souza +4

The Weyl semimetal CeAlSi crystallises in the noncentrosymmetric tetragonal space group and exhibits ferromagnetic order below 8 K, thereby breaking both spatial inversion…

cond-mat.quant-gas2025★ 1 cited

Vacuum tunneling of vortices in two-dimensional He superfluid films

Michael J. Desrochers, Dominic Marchand, P. C. E. Stamp

At low temperature T we expect vacuum tunneling processes to occur in superfluid He films. We distinguish between extrinsic processes, in which single vortices nucleate by t…

cond-mat.mes-hall2025★ 1 cited

Light-induced pseudo-magnetic fields in three-dimensional topological semimetals

Arpit Raj, Swati Chaudhary, Martin Rodriguez-Vega +3

In this work, we show that suitably designed spatially varying linearly polarized light provides a versatile route to generate and control pseudo-magnetic fields in Weyl semimetals…

cond-mat.mes-hall2025

Amplification and Detection of Single Itinerant Microwave Photons

Lukas Danner, Max Hofheinz, Nicolas Bourlet +3

Single-photon detectors are an essential part of the toolbox of modern quantum optics for implementing quantum technologies and enabling tests of fundamental physics. The low energ…

cond-mat.mes-hall2025

Superconducting meander-line surface coil for NMR spectroscopy of nanoscale thin films

Louis Beaudoin, Aimé Verrier, Youcef A. Bioud +3

Nuclear magnetic resonance (NMR) spectroscopy is a powerful technique to study local magnetism in a variety of materials. However, the inherently low sensitivity of conventional in…

physics.ins-det2025

Performance of FBK VUV-HD3 and HPK VUV4 SiPMs in the Light-only Liquid Xenon (LoLX) Detector

Xiang Li, David Gallacher, Stephanie Bron +10

Silicon Photomultipliers (SiPMs) are a critical technology for the next generation of rare-event search experiments using liquid xenon (LXe). LXe scintillation is emitted primarily…

quant-ph2025

Leveraging Analog Neutral Atom Quantum Computers for Diversified Pricing in Hybrid Column Generation Frameworks

Cédrick Perron, Yves Bérubé-Lauzière, Victor Drouin-Touchette

In this work, we develop new pulse designs and embedding strategies to improve the analog quantum subroutines of hybrid column generation (CG) algorithms based on neutral-atoms qua…

physics.med-ph2025★ 2 cited

Millennium Pathways for Tractography: 40 grand challenges to shape the future of tractography

Maxime Descoteaux, Kurt G. Schilling, Dogu Baran Aydogan +44

In the spirit of the historic Millennium Prize Problems that heralded a new era for mathematics, the newly formed International Society for Tractography (IST) has launched the Mill…

cond-mat.mes-hall2025★ 1 cited

Rapid Autotuning of a SiGe Quantum Dot into the Single-Electron Regime with Machine Learning and RF-Reflectometry FPGA-Based Measurements

Marc-Antoine Roux, Joffrey Rivard, Victor Yon +18

Spin qubits need to operate within a very precise voltage space around charge state transitions to achieve high-fidelity gates. However, the stability diagrams that allow the ident…

cond-mat.mes-hall2025

Absence of skewness in the voltage fluctuations of a tunnel junction in the quantum regime

Clovis Farley, Bertrand Reulet

Current fluctuations in a tunnel junction have a remarkable property: On the one hand, their variance corresponds to vacuum fluctuations at low voltage bias , when the electron…

cond-mat.supr-con2025

Orbital-Selective Band Structure Evolution in BaFeMAs (M = Cr, Co, Cu, Ru and Mn) Probed by Polarization-Dependent ARPES

K. R. Pakuszewski, M. R. Cantarino, I. Romanenko +7

We present a systematic study of the evolution of the band structure in the Fe-based superconductor family BaFeMAs (M = Cr, Co, Cu, Ru and Mn) using polarization-de…

cond-mat.str-el2025

The Frenkel line and the pseudogap: an analogy between classical and electronic fluids

J. Fournier, P. -O. Downey, O. Gingras +3

Asymptotically close to critical end-points of first-order transitions, maxima in thermodynamic quantities occur along a line called the Widom line, a concept first introduced in c…