Guidelines for Augmentation Selection in Contrastive Learning for Time Series Classification

Kavli Affiliate: Xiang Zhang | First 5 Authors: Ziyu Liu, Azadeh Alavi, Minyi Li, Xiang Zhang, | Summary: Self-supervised contrastive learning has become a key technique in deep learning, particularly in time series analysis, due to its ability to learn meaningful representations without explicit supervision. Augmentation is a critical component in contrastive learning, where different […]


Continue.. Guidelines for Augmentation Selection in Contrastive Learning for Time Series Classification

Measurement of $CP$ asymmetries in $B^0 to K^0_S π^0 γ$ decays at Belle II

Kavli Affiliate: T. Higuchi | First 5 Authors: , , , , | Summary: We report measurements of time-dependent $CP$ asymmetries in $B^0 to K^0_S pi^0 gamma$ decays based on a data sample of $(388pm6)times10^6$ $BbarB$ events collected at the $Upsilon(4S)$ resonance with the Belle II detector. The Belle II experiment operates at the SuperKEKB […]


Continue.. Measurement of $CP$ asymmetries in $B^0 to K^0_S π^0 γ$ decays at Belle II

Measurement of $CP$ asymmetries in $B^0 to K^0_S π^0 γ$ decays at Belle II

Kavli Affiliate: T. Higuchi | First 5 Authors: Belle II Collaboration, I. Adachi, L. Aggarwal, H. Ahmed, H. Aihara | Summary: We report measurements of time-dependent $CP$ asymmetries in $B^0 to K^0_S pi^0 gamma$ decays based on a data sample of $(388pm6)times10^6$ $Bbar{B}$ events collected at the $Upsilon(4S)$ resonance with the Belle II detector. The […]


Continue.. Measurement of $CP$ asymmetries in $B^0 to K^0_S π^0 γ$ decays at Belle II

Limitations of Affine Integer Relaxations for Solving Constraint Satisfaction Problems

Kavli Affiliate: G. Ravichandran| First 5 Authors: [#item_custom_name[1, [#item_custom_name[2, [#item_custom_name[3, [#item_custom_name[4, [#item_custom_name[5| Summary:We show that various recent algorithms for finite-domain constraint satisfaction problems (CSP), which are based on solving their affine integer relaxations, do not solve all tractable and not even all Maltsev CSPs. This rules them out as candidates for a universal polynomial-time CSP […]


Continue.. Limitations of Affine Integer Relaxations for Solving Constraint Satisfaction Problems

Measurement of branching fractions, CP asymmetry, and isospin asymmetry for $boldsymbol{Brightarrowργ}$ decays using Belle and Belle II data

Kavli Affiliate: T. Higuchi | First 5 Authors: Belle II Collaboration, I. Adachi, K. Adamczyk, L. Aggarwal, H. Aihara | Summary: We present measurements of $B^{+}rightarrowrho^{+}gamma$ and $B^{0}rightarrowrho^{0}gamma$ decays using a combined data sample of $772 times 10^6$ $Boverline{B}$ pairs collected by the Belle experiment and $387times 10^6$ $Boverline{B}$ pairs collected by the Belle II […]


Continue.. Measurement of branching fractions, CP asymmetry, and isospin asymmetry for $boldsymbol{Brightarrowργ}$ decays using Belle and Belle II data

Measurement of branching fractions, CP asymmetry, and isospin asymmetry for $boldsymbol{Brightarrowργ}$ decays using Belle and Belle II data

Kavli Affiliate: T. Higuchi | First 5 Authors: Belle II Collaboration, I. Adachi, K. Adamczyk, L. Aggarwal, H. Aihara | Summary: We present measurements of $B^{+}rightarrowrho^{+}gamma$ and $B^{0}rightarrowrho^{0}gamma$ decays using a combined data sample of $772 times 10^6$ $Boverline{B}$ pairs collected by the Belle experiment and $387times 10^6$ $Boverline{B}$ pairs collected by the Belle II […]


Continue.. Measurement of branching fractions, CP asymmetry, and isospin asymmetry for $boldsymbol{Brightarrowργ}$ decays using Belle and Belle II data

Scalable microwave-to-optical transducers at single photon level with spins

Kavli Affiliate: Andrei Faroan | Summary:Microwave-to-optical transduction of single photons will play an essential role in interconnecting future superconducting quantum devices, with applications in distributed quantum computing and secure communications. Various transducers that couple microwave and optical modes via an optical drive have been developed, utilizing nonlinear phenomena such as the Pockels effect and a […]


Continue.. Scalable microwave-to-optical transducers at single photon level with spins

Design of an 8-Channel 40 GS/s 20 mW/Ch Waveform Sampling ASIC in 65 nm CMOS

Kavli Affiliate: Eric Oberla | Summary:1 ps timing resolution is the entry point to signature based searches relying on secondary/tertiary vertices and particle identification. We describe a preliminary design for PSEC5, an 8-channel 40 GS/s waveform-sampling ASIC in the TSMC 65 nm process targetting 1 ps resolution at 20 mW power per channel. Each channel […]


Continue.. Design of an 8-Channel 40 GS/s 20 mW/Ch Waveform Sampling ASIC in 65 nm CMOS

Spectral-switching analysis reveals real-time neuronal network representations of concurrent spontaneous naturalistic behaviors in human brain

Kavli Affiliate: Elizabeth Hillman | Authors: Hongkun Zhu, Andrew J Michalak, Edward M Merricks, Alexander H. C. W. Agopyan-Miu, Joshua Jacobs, Marla J Hamberger, Sameer Sheth, Guy M McKhann, Neil Feldstein, Catherine Schevon and Elizabeth M. C. Hillman | Summary: Despite abundant evidence of functional networks in the human brain, their neuronal underpinnings, and relationships […]


Continue.. Spectral-switching analysis reveals real-time neuronal network representations of concurrent spontaneous naturalistic behaviors in human brain

AuNR-SMA: Automated Gold Nanorod Spectral Morphology Analysis Pipeline

Kavli Affiliate: Paul Alivisatos | Summary:The development of a colloidal synthesis procedure to produce nanomaterials of a specific size with high shape and size purity is often a time consuming, iterative process. This is often due to the time, resource and expertise intensive characterization methods required for quantitative determination of nanomaterial size and shape. Absorption […]


Continue.. AuNR-SMA: Automated Gold Nanorod Spectral Morphology Analysis Pipeline