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PublicationDrugs that target pre-mRNA splicing hold great therapeutic potential, but the quantitative understanding of how these drugs work is limited. Here we introduce mechanistically interpretable quantitative models …
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PublicationSeparating signals from an additive mixture may be an unnecessarily hard problem when one is only interested in specific properties of a given signal. In this work, we …
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PublicationThe study of the brain encompasses multiple scales, including temporal, spatial, and functional aspects. To integrate understanding across these different levels and modalities, it requires developing quantification methods …
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PublicationNOVA1 is a neuronal RNA-binding protein identified as the target antigen of a rare autoimmune disorder associated with cancer and neurological symptoms, termed paraneoplastic opsoclonus-myoclonus ataxia …
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PublicationAs the size and ubiquity of artificial intelligence and computational machine learning models grow, the energy required to train and use them is rapidly becoming economically and environmentally …
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PublicationMost leading implementations of black-box variational inference (BBVI) are based on optimizing a stochastic evidence lower bound (ELBO). But such approaches to BBVI often converge slowly due …
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PublicationMany recent works have studied the eigenvalue spectrum of the Conjugate Kernel (CK) def ined by the nonlinear feature map of a feedforward neural network. However, existing results …
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PublicationProtein–protein interactions (PPIs) drive cellular processes and responses to environmental cues, reflecting the cellular state. Here we develop Tapioca, an ensemble machine learning framework for studying global …
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PublicationWe present a dedicated transit and radial velocity survey of planets orbiting subgiant stars observed by the TESS Mission. Using \(\sim 16\) nights on Keck/HIRES, we confirm …
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PublicationIn the fruit fly Drosophila melanogaster, two cells in a cyst of 16 interconnected cells have the potential to become the oocyte, but only one of these will …
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PublicationStandard Markov chain Monte Carlo (MCMC) admits three fundamental control parameters: the number of chains, the length of the warmup phase, and the length of the sampling phase …
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PublicationThis work concerns the design of perfectly conducting objects that are invisible to an incident transverse magnetic plane wave. The object in question is a finite planar waveguide …
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PublicationRapid advances in deep learning have brought not only myriad powerful neural networks, but also breakthroughs that benefit established scientific research. In particular, automatic differentiation (AD) tools and …
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PublicationIn protoplanetary disks, sufficiently massive planets excite pressure bumps, which can then be preferred locations for forming new planet cores. We discuss how this loop may affect the …
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PublicationWe confirm TOI-4201 b as a transiting Jovian mass planet orbiting an early M dwarf discovered by the Transiting Exoplanet Survey Satellite. Using ground based photometry and …
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Publicationars formed with initial mass over 50 Msun are very rare today, but they are thought to be more common in the early universe. The fates of those …
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PublicationUnder the assumption of a simple and time-invariant gravitational potential, many Galactic dynamics techniques infer the Milky Way's mass and dark matter distribution from stellar kinematic …
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PublicationStellar streams form through the tidal disruption of satellite galaxies or globular clusters orbiting a host galaxy. Globular cluster streams are exciting since they are thin (dynamically cold …
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PublicationWe use James Webb Space Telescope Near-Infrared Camera Wide Field Slitless Spectroscopy (NIRCam WFSS) and the Near-Infrared spectrograph (NIRSpec) in the Cosmic Evolution Early Release survey …
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PublicationOne of the open questions following the discovery of GW170817 is whether neutron star (NS) mergers are the only astrophysical sites capable of producing r-process elements. Simulations …
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PublicationWe demonstrate how to constrain the degree of absolute alignment of the total angular momenta of LIGO–Virgo binary black holes, looking for a special direction in space …
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PublicationWe are entering an era in which we will be able to detect and characterize hundreds of dwarf galaxies within the Local Volume. It is already known that …
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PublicationThe abundance of bright galaxies at z>8 can provide key constraints on models of galaxy formation and evolution, as the predicted abundance varies greatly when different physical …
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PublicationWe present cosmological constraints from a gravitational lensing mass map covering 9400 deg\(^{2}\) reconstructed from measurements of the cosmic microwave background (CMB) made by the Atacama Cosmology …
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PublicationWe present new measurements of cosmic microwave background (CMB) lensing over 9400 deg\(^{2}\) of the sky. These lensing measurements are derived from the Atacama Cosmology Telescope (ACT …
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PublicationWe use data from the Atacama Cosmology Telescope (ACT) DR4 to search for the presence of neutrino self-interaction in the cosmic microwave background. Consistent with prior works …
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PublicationThe disruption of a star by the tidal forces of a spinning black hole causes the stellar stream to precess affecting the conditions for triggering the tidal disruption …
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PublicationThe upcoming Nancy Grace Roman Space Telescope will carry out a wide-area survey in the near-infrared. A key science objective is the measurement of cosmic structure …
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PublicationA galaxy cluster as the most massive gravitationally bound object in the Universe, is dominated by dark matter, which unfortunately can only be investigated through its interaction with …
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PublicationThe second data release of ESA's \(Gaia\) mission revealed numerous signatures of disequilibrium in the Milky Way's disc. These signatures are seen in the planar kinematics …
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PublicationYoung stellar objects (YSOs) are the gold standard for tracing star formation in galaxies but have been unobservable beyond the Milky Way and Magellanic Clouds. But that all …
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PublicationObservational studies are finding stars believed to be relics of the earliest stages of hierarchical mass assembly of the Milky Way (i.e., proto-Galaxy). In this work …
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PublicationGalaxies comprise intricate networks of interdependent processes which together govern their evolution. Central among these are the multiplicity of feedback channels, which remain incompletely understood. One outstanding problem …
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PublicationObservations of local star-forming galaxies (SFGs) show a tight correlation between their singly ionized carbon line luminosity (\(L_{\rm [C_{II}]}\)) and star formation rate (SFR), suggesting …
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PublicationWe report the discovery of TOI-4641b, a warm Jupiter transiting a rapidly rotating F-type star with a stellar effective temperature of 6560 K. The planet has …