Deep Learning Coherent Diffractive Imaging

Kavli Affiliate: Alex Zettl | First 5 Authors: Dillan J. Chang, Colum M. O’Leary, Cong Su, Salman Kahn, Alex Zettl | Summary: We report the development of deep learning coherent electron diffractive imaging at sub-angstrom resolution using convolutional neural networks (CNNs) trained with only simulated data. We experimentally demonstrate this method by applying the trained […]


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Frustrated magnetic interactions in a Wigner-Mott insulator

Kavli Affiliate: Jie Shan | First 5 Authors: Yanhao Tang, Kaixiang Su, Lizhong Li, Yang Xu, Song Liu | Summary: Two-dimensional semiconductor moir’e materials have emerged as a highly controllable platform to simulate and explore quantum condensed matter. Compared to real solids, electrons in semiconductor moir’e materials are less strongly attracted to the moir’e lattice […]


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Peptidergic signaling controls the dynamics of sickness behavior in Caenorhabditis elegans

Kavli Affiliate: Cori Bargmann | Authors: Javier Marquina-Solis, Elke Vandewyver, Josh Hawk, Daniel Colon-Ramos, Isabel Beets and Cori Bargmann | Summary: Pathogenic infection elicits sickness behaviors that promote recovery and survival of the host. For example, following infection with the pathogenic bacterium Pseudomonas aeruginosa PA14, the nematode Caenorhabditis elegans modifies its sensory preferences to avoid […]


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Investigating the sources of low-energy events in a SuperCDMS-HVeV detector

Kavli Affiliate: D. B. Macfarlane | First 5 Authors: SuperCDMS Collaboration, M. F. Albakry, I. Alkhatib, D. W. P. Amaral, T. Aralis | Summary: Recent experiments searching for sub-GeV/$c^2$ dark matter have observed event excesses close to their respective energy thresholds. Although specific to the individual technologies, the measured excess event rates have been consistently […]


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Astrometric Gravitational-Wave Detection via Stellar Interferometry

Kavli Affiliate: Bruce Macintosh | First 5 Authors: Michael A. Fedderke, Peter W. Graham, Bruce Macintosh, Surjeet Rajendran, | Summary: We evaluate the potential for gravitational-wave (GW) detection in the frequency band from 10 nHz to 1 $mu$Hz using extremely high-precision astrometry of a small number of stars. In particular, we argue that non-magnetic, photometrically […]


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Context-dependent sensory modulation underlies Bayesian vocal sequence perception

Kavli Affiliate: Ali Brivanlou, Eric Siggia | Authors: Anna Yoney, Lu Bai, Ali H. Brivanlou and Eric D Siggia | Summary: Vocal communication in both songbirds and humans relies on categorical perception of smoothly varying acoustic spaces. Vocal perception can be biased by expectation and context, but the mechanisms of this bias are not well […]


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Relation between Black Hole Mass and Bulge Luminosity in Hard X-ray selected Type 1 AGNs

Kavli Affiliate: Luis C. Ho | First 5 Authors: Suyeon Son, Minjin Kim, Aaron J. Barth, Luis C. Ho, | Summary: Using $I$-band images of 35 nearby ($z<0.1$) type 1 active galactic nuclei (AGNs) obtained with Hubble Space Telescope, selected from the 70-month Swift-BAT X-ray source catalog, we investigate the photometric properties of the host […]


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MVSTER: Epipolar Transformer for Efficient Multi-View Stereo

Kavli Affiliate: Zheng Zhu | First 5 Authors: Xiaofeng Wang, Zheng Zhu, Fangbo Qin, Yun Ye, Guan Huang | Summary: Learning-based Multi-View Stereo (MVS) methods warp source images into the reference camera frustum to form 3D volumes, which are fused as a cost volume to be regularized by subsequent networks. The fusing step plays a […]


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Ensemble diverse hypotheses and knowledge distillation for unsupervised cross-subject adaptation

Kavli Affiliate: Jing Wang | First 5 Authors: Kuangen Zhang, Jiahong Chen, Jing Wang, Xinxing Chen, Yuquan Leng | Summary: Recognizing human locomotion intent and activities is important for controlling the wearable robots while walking in complex environments. However, human-robot interface signals are usually user-dependent, which causes that the classifier trained on source subjects performs […]


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Large-scale Dynamics of Winds Driven by Line Force from a Thin Accretion Disk

Kavli Affiliate: Feng Yuan | First 5 Authors: Yi Zhu, De-Fu Bu, Xiao-Hong Yang, Feng Yuan, Wen-Bin Lin | Summary: Winds play a significant role in active galactic nuclei feedback process. Previous simulations studying winds only focus on a small dynamical range. Therefore, it is unknown how far the winds can go and what the […]


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