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All-Electron Relativistic Fully Self-Consistent $GW$ Study of Heteronuclear Actinide-Containing Diatomics

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All-Electron Relativistic Fully Self-Consistent $GW$ Study of Heteronuclear Actinide-Containing Diatomics

·8 min read·Jacob Adamski, Vibin Abraham, Dominika Zgid

This paper addresses the challenge of accurately modeling electronic structure and spectroscopic properties of uranium-containing diatomic molecules (UC, UN, UO, UF), which are archetypal actinide …

researchrelativistic-electronic-structuremany-body-perturbation-theoryself-consistent-gwactinide-molecules

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BERS — Locally Optimal Continuous Algorithm for Maritime Weather Routing with Just-in-Time Arrival

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BERS — Locally Optimal Continuous Algorithm for Maritime Weather Routing with Just-in-Time Arrival

·9 min read·Daniel Precioso, Francisco Suárez, Javier Jiménez de la Jara et al.

This paper addresses the challenging problem of maritime weather routing, which requires optimally planning vessel trajectories under dynamically changing wind, wave, and current conditions, while …

researchmaritime-weather-routingevolutionary-optimizationvariational-methodsbezier-curves

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Can Generative AI help people navigate Radical Moral Disagreements? The CONSIDER prototype

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Can Generative AI help people navigate Radical Moral Disagreements? The CONSIDER prototype

·7 min read·William Hohnen-Ford, Sarah Chen, Kathryn B. Francis et al.

This paper addresses the challenge of Radical Moral Disagreements (RMDs), highly polarizing issues that are identity-relevant, resistant to compromise, and often censored in public discourse

researchradical-moral-disagreementlarge-language-modelsethical-deliberationvalue-clarification

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CoFiDA-M — Concept-Aware Feature Modulation for Cross-Domain Adaptation with Image-Only Inference

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CoFiDA-M — Concept-Aware Feature Modulation for Cross-Domain Adaptation with Image-Only Inference

·8 min read·Nurjahan Sultana, Moi Hoon Yap, Xinqi Fan et al.

This paper addresses the challenge of domain shift in AI-based skin cancer screening, specifically the drop in performance when models trained on expert dermoscopic images (source domain) are appli…

researchdomain-adaptationprivileged-informationmedical-imagingknowledge-distillation

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GETA — Generalized Encrypted Traffic Analysis

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GETA — Generalized Encrypted Traffic Analysis

·8 min read·Ransika Gunasekara, Rahat Masood, Salil Kanhere

This paper addresses the rising challenge that encryption poses for traditional traffic analysis methods which rely on inspecting packet payloads or headers

researchencrypted-traffic-analysisfew-shot-learningmeta-learningnetwork-security

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