Dynamic Programming for Value-at-risk Markov Decision Processes in Continuous Spaces

Kavli Affiliate: Xian Chen| Summary: Value-at-Risk (VaR) is a widely adopted quantile-based risk measure in practice, yet incorporating VaR objectives into Markov decision processes (VaR MDPs) remains a longstanding challenge. Recent work has derived dynamic programming equations for VaR MDPs in finite state and action spaces but left the case of more general spaces unresolved. […]


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Reticulating Local Dynamics in Three-Dimensional Covalent Organic Frameworks

Kavli Affiliate: Omar M. Yaghi | Summary:In covalent organic frameworks (COFs), the geometry of the building units predetermines the structure of the framework, yet comparable design principles relating the COF linkers to the local motions that govern guest adsorption and diffusion as well as mechanical response have remained beyond reach. Here, we combine synchrotron X-ray […]


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Can Blue UV-Bright Galaxies Drive Reionization at Cosmic Dawn? An $M_rm UV=-19.6$ Galaxy with $f_rm escapprox0.85$ at $z=9.244$

Kavli Affiliate: Khee-Gan Lee | Summary:We revisit EBG-1, a gravitationally lensed galaxy at $z = 9.244$, using newly obtained deep (14 hr) JWST/NIRSpec G235M ($R sim 1000$) spectroscopy. EBG-1 is one of the bluest galaxies observed at $z > 9$. Along with its remarkably blue continuum of $β= -2.99 pm 0.15$, we find very weak […]


Continue.. Can Blue UV-Bright Galaxies Drive Reionization at Cosmic Dawn? An $M_rm UV=-19.6$ Galaxy with $f_rm escapprox0.85$ at $z=9.244$

pymatgen: 15 years of community growth, new functionality, and future prospects

Kavli Affiliate: Kristin Persson | Summary:We present a retrospective on the Python Materials Genomics (pymatgen) library, reflecting on 15 years of community growth and established best practices. The current version of pymatgen builds on its robust, open-source foundation, emphasising its collaborative nature. Over the past decade, pymatgen has thrived as one of the largest open-source […]


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Laboratory Characterization of a Ge-CCD Prototype for Future Near-Infrared Astronomical Instrumentation

Kavli Affiliate: Sven Herrmann | Summary:Germanium charge-coupled devices (Ge-CCDs) extend CCD imaging beyond the silicon cutoff and are candidate detectors for the near-infrared channel of future astronomical instruments, in particular the spectrographs of next-generation wide-field surveys. We report the laboratory characterization at Brookhaven National Laboratory (BNL) of a prototype fabricated at MIT Lincoln Laboratory. We […]


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Physics-Informed Machine Learning for Response Tensors in Crystalline Magnets: Application to Kagome Metals

Kavli Affiliate: Joel Moore | Summary:The prediction of response tensors from magnetic textures is a crucial challenge in the study of noncollinear magnets. Existing methods for constructing descriptors of a given response tensor are limited to first-order multipole expansions or restricted to simple magnetic structures. In this work, we construct a complete symmetry-invariant descriptor basis […]


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The LSST Science Pipelines Software: Optical Survey Pipeline Reduction and Analysis Environment

Kavli Affiliate: Eli Rykoff | Summary:The NSF-DOE Vera C. Rubin Observatory is executing the Legacy Survey of Space and Time (LSST) as its prime mission, producing a series of data releases over the ten-year survey. The LSST Science Pipelines Software will be used to create these data releases and to perform the nightly prompt processing […]


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Band-Resolved Superconducting Gaps via the Thermal Hall Effect in CeRu2

Kavli Affiliate: Joel Moore | Summary:Standard bulk probes of multiband superconductors cannot assign pairing gaps to specific electron or hole Fermi surfaces. Here we show that thermal Hall transport ($κ_xy$), constrained by specific heat and normal-state magnetotransport, resolves this ambiguity in the compensated heavy-fermion superconductor CeRu$_2$. Fixing the gap magnitudes ($Δ_e/k_Bapprox 13$K, $Δ_h/k_Bapprox 8$K) and […]


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A Sample of Thick-Disk Stars Hosting Hot Jupiters

Kavli Affiliate: Andrew Vanderburg | Summary:We present a homogeneous analysis of 268 confirmed and candidate transiting hot-Jupiter host stars with 4800K < Teff < 6200K. We combine high-resolution TRES spectra, Gaia, 2MASS and WISE photometry, and Gaia astrometry to determine these stars’ Teff, log g, Rstar, [alpha/Fe] and [Fe/H]. Based on their [alpha/Fe] and [Fe/H], […]


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Properties and limitations of linear models for mutual coupling in 21 cm arrays

Kavli Affiliate: Jacqueline Hewitt | Summary:Mutual coupling between elements of low-frequency arrays is a leading systematic for 21 cm cosmology, leaking bright foregrounds into otherwise clean regions of the power spectrum. Many mitigation models describe coupling as a linear combination of uncoupled signals re-radiated from neighboring feeds, but data suggest additional mechanisms. Inspired by antenna […]


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