Self-Supervised Learning for Time Series: Contrastive or Generative?

Kavli Affiliate: Xiang Zhang | First 5 Authors: Ziyu Liu, Azadeh Alavi, Minyi Li, Xiang Zhang, | Summary: Self-supervised learning (SSL) has recently emerged as a powerful approach to learning representations from large-scale unlabeled data, showing promising results in time series analysis. The self-supervised representation learning can be categorized into two mainstream: contrastive and generative. […]


Continue.. Self-Supervised Learning for Time Series: Contrastive or Generative?

Cervical collagen network porosity assessed by SHG endomicroscopy distinguishes preterm and normal pregnancy – a pilot study

Kavli Affiliate: Xingde Li | Authors: Wenxuan Liang, Yuehan Liu, Honghua Guan, Vorada Sakulsaengprapha, Katherine Luby-Phelps, Mala Mahendroo and Xingde Li | Summary: Background Preterm birth (PTB) is a global public health issue affecting millions of newborns every year. Orchestrated remodeling of the cervix is essential for normal pregnancy and birth, while PTB is closely […]


Continue.. Cervical collagen network porosity assessed by SHG endomicroscopy distinguishes preterm and normal pregnancy – a pilot study

Tidal evolution of cored and cuspy dark matter halos

Xiaolong Du, Andrew Benson, Zhichao Carton Zeng, Tommaso Treu, Annika H. G. Peter | Summary: [[{“value”:”The internal structure and abundance of dark matter halos and subhalos are powerful probes of the nature of dark matter. In order to compare observations with dark matter models, accurate theoretical predictions of these quantities are needed. We present a […]


Continue.. Tidal evolution of cored and cuspy dark matter halos

Tidal evolution of cored and cuspy dark matter halos

Xiaolong Du, Andrew Benson, Zhichao Carton Zeng, Tommaso Treu, Annika H. G. Peter | Summary: [[{“value”:”The internal structure and abundance of dark matter halos and subhalos are powerful probes of the nature of dark matter. In order to compare observations with dark matter models, accurate theoretical predictions of these quantities are needed. We present a […]


Continue.. Tidal evolution of cored and cuspy dark matter halos

Joint Port Selection and Beamforming Design for Fluid Antenna Assisted Integrated Data and Energy Transfer

Kavli Affiliate: Long Zhang | First 5 Authors: Long Zhang, Halvin Yang, Yizhe Zhao, Jie Hu, | Summary: Integrated data and energy transfer (IDET) has been of fundamental importance for providing both wireless data transfer (WDT) and wireless energy transfer (WET) services towards low-power devices. Fluid antenna (FA) is capable of exploiting the huge spatial […]


Continue.. Joint Port Selection and Beamforming Design for Fluid Antenna Assisted Integrated Data and Energy Transfer

Synchronized states of power grids and oscillator networks by convex optimization

Kavli Affiliate: David Gross | First 5 Authors: Carsten Hartmann, Philipp C. Böttcher, David Gross, Dirk Witthaut, | Summary: Synchronization is essential for the operation of AC power systems: All generators in the power grid must rotate with fixed relative phases to enable a steady flow of electric power. Understanding the conditions for and the […]


Continue.. Synchronized states of power grids and oscillator networks by convex optimization

Analysis of singular subspaces under random perturbations

Kavli Affiliate: Ke Wang | First 5 Authors: Ke Wang, , , , | Summary: We present a comprehensive analysis of singular vector and singular subspace perturbations in the context of the signal plus random Gaussian noise matrix model. Assuming a low-rank signal matrix, we extend the Wedin-Davis-Kahan theorem in a fully generalized manner, applicable […]


Continue.. Analysis of singular subspaces under random perturbations

Enhanced ClNO$_2$ formation at the interface of sea-salt aerosol

Kavli Affiliate: David T. Limmer | First 5 Authors: Seokjin Moon, David T. Limmer, , , | Summary: The reactive uptake of $mathrm{N_2O_5}$ on sea-spray aerosol plays a key role in regulating NO$_mathrm{x}$ concentration in the troposphere. Despite numerous field and laboratory studies, a microscopic understanding of its heterogeneous reactivity remains unclear. Here, we use […]


Continue.. Enhanced ClNO$_2$ formation at the interface of sea-salt aerosol

Fault Detection and Tolerant Control for Aero2 2D0F Two-rotor Helicopter

Kavli Affiliate: Long Zhang | First 5 Authors: Khalid Kabir Dandago, Long Zhang, Wei Pan, , | Summary: Stability and satisfactory performance are critical control requirements for Unmanned Aerial Vehicle (UAV) applications. While conventional control systems for UAVs aim to ensure flight stability and safe operation while accomplishing tasks, UAVs may experience various flight faults […]


Continue.. Fault Detection and Tolerant Control for Aero2 2D0F Two-rotor Helicopter

An Amygdalar Oscillator Coordinates Cellular and Behavioral Rhythms

Kavli Affiliate: Seth Blackshaw | Authors: Qiang Liu, Jiali Xiong, Dong Won Kim, Sang Soo Lee, Benjamin J. Bell, Chloe Alexandre, Seth Blackshaw, Alban Latremoliere and Mark N. Wu | Summary: Circadian rhythms are generated by the master pacemaker suprachiasmatic nucleus (SCN), in concert with local clocks throughout the body. While many brain regions exhibit […]


Continue.. An Amygdalar Oscillator Coordinates Cellular and Behavioral Rhythms