Quantifying Model Selection Uncertainty in Structural Analysis: Methodology and Application
ABSTRACT With increasing focus on complex engineering systems under rare events, computational models are critical for predictions due to the scarcity or absence of data. However, selecting an appropriate model can be challenging. Using a single model without available test calibration could result in significant bias in performance predictions. A case
Ya‐Heng Yang, Tracy C. Becker
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Beyond polysomnography: toward an etiology-driven management of obstructive sleep apnea. [PDF]
Yin M, Wu T.
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ABSTRACT Multivariate ground motion models (GMMs) that capture the correlation between different intensity measures (IMs) are essential for seismic risk assessment. Conventional GMMs are often developed using a two‐stage approach, where separate univariate models with predefined functional forms are fitted first, and correlation is addressed in a ...
Sayed Mohammad Sajad Hussaini +2 more
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From exchangeability to rational belief: a cognitive interpretation of de Finetti's theorem. [PDF]
Costa T.
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A Deep Learning Framework for Forecasting Medium‐Term Covariance in Multiasset Portfolios
ABSTRACT Forecasting the covariance matrix of asset returns is central to portfolio construction, risk management, and asset pricing. However, most existing models struggle at medium‐term horizons, several weeks to months, where shifting market regimes and slower dynamics prevail.
Pedro Reis, Ana Paula Serra, João Gama
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Leveraging large language models to populate structured clinical case report forms from unstructured medical notes in radiation oncology. [PDF]
Nachbar M +7 more
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Why Do Hedgers Hedge? The Role of Ambiguity
ABSTRACT This paper investigates whether ambiguity influences hedging behavior in commodity futures markets. Using high‐frequency crude oil futures data, distinct measures of risk and ambiguity are linked to weekly hedging positions from the Commodity Futures Trading Commission (CFTC).
Fiona Höllmann
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Spiritual Cannibalism in HRD: How Workplace Spirituality Devours Sacred Traditions
ABSTRACT This paper interrogates how the discourse of workplace spirituality in human resource development (HRD) operates as a tool of colonization. Through a systematic review of 48 articles published between 1997 and March 2025, the study uncovers recurring patterns of spiritual appropriation in which non‐Western traditions are detached from their ...
Shoaib Ul‐Haq
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Fuzzy-based numerical analysis of Sisko hybrid nanofluid bioconvective flow over a stretched cylinder for osteoarthritis drug delivery. [PDF]
Karthik V +5 more
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ABSTRACT In today's polarized sociopolitical climate, diversity, equity, and inclusion (DEI) efforts increasingly face backlash, with equity in particular becoming marginalized in both scholarly and practitioner discourse despite its central importance for ensuring fair allocation of opportunities and resources across the employee lifecycle.
Tiffany M. Trzebiatowski +2 more
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