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Dastawez Jahan-Numa

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Health

988 stories

Public health and medicine worldwide — sourced from WHO News.

Dastawez Jahan-Numa

Assessing the impact of Open Research Information Infrastructures using NLP driven full-text Scientometrics: A case study of the LXCat open-access platform

arXiv:2602.07664v2 Announce Type: replace-cross Abstract: Open research information (ORI) play a central role in shaping how scientific knowledge is produced, disseminated, validated, and reused across the research lifec…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Autoregressive Guidance of Deep Spatially Selective Filters using Bayesian Tracking for Efficient Extraction of Moving Speakers

arXiv:2603.23723v2 Announce Type: replace-cross Abstract: Deep spatially selective filters achieve high-quality enhancement with real-time capable architectures for stationary speakers of known directions. To retain this…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Lecture notes on Machine Learning applications for global fits

arXiv:2604.07520v2 Announce Type: replace-cross Abstract: These lecture notes provide a comprehensive framework for performing global statistical fits in high-energy physics using modern Machine Learning (ML) surrogates.…

arXiv (cs)3h ago
Dastawez Jahan-Numa

On additive averaging kernels for finite Markov chains

arXiv:2604.12334v2 Announce Type: replace-cross Abstract: We study additive mixtures of Markov kernels of the form $A_\alpha = \alpha P + (1-\alpha)G$, where $\alpha \in [0,1]$, $P$ is a baseline sampler and $G$ is a Gib…

arXiv (cs)3h ago
Dastawez Jahan-Numa

An architectural capacity ceiling, not a barren plateau: why a fixed-encoding variational quantum circuit cannot fit the Lorenz-63 attractor

arXiv:2604.23743v2 Announce Type: replace-cross Abstract: Variational quantum circuits train poorly on chaotic forecasting, usually blamed on barren plateaus (exponentially vanishing gradients). Using an exactly simulabl…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Generative Synthetic Data for Causal Inference: Pitfalls, Remedies, and Opportunities

arXiv:2604.23904v3 Announce Type: replace-cross Abstract: Synthetic tabular data are often evaluated by distributional similarity, privacy distance, or train-on-synthetic-test-on-real predictive performance, but these cr…

arXiv (cs)3h ago
Dastawez Jahan-Numa

New non-Euclidean neural quantum states from additional types of hyperbolic recurrent neural networks

arXiv:2604.24337v2 Announce Type: replace-cross Abstract: In this work, we extend the class of previously introduced non-Euclidean neural quantum states (NQS) which consists only of Poincare hyperbolic GRU, to new varian…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Guaranteed cost structured control in infinite-horizon linear-quadratic cooperative differential games

arXiv:2605.13103v2 Announce Type: replace-cross Abstract: In this paper, we consider the infinite-horizon linear-quadratic cooperative differential games with output feedback information structure. We first show that com…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Seasonal Statistics of Shannon Rate in a Dynamical Poisson-Voronoi Cellular Network

arXiv:2605.16560v2 Announce Type: replace-cross Abstract: In this work we consider a dynamical cellular communication network in which mobile base stations (BSs) are modeled as a homogeneous Poisson point process on $\ma…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Frobenius orbit codes and finite-field Fourier spectra: exact distance and coset distributions

arXiv:2605.20062v2 Announce Type: replace-cross Abstract: Let $q$ be a prime power, let $m\ge1$, put $Q=q^m$, and let a permutation $\pi$ of a finite index set $I$ satisfy $\pi^m=1$. We study the $\F q$-linear code \[ \m…

arXiv (cs)3h ago
Dastawez Jahan-Numa

A Proof in Coq that Core Logic is not Paraconsistent

arXiv:2606.05953v2 Announce Type: replace-cross Abstract: Tennant claims that his Core logic $\mathbb{C}$ is \emph{paraconsistent}. It means that the sequent of the First Lewis Paradox, i.e. $$\lnot A, A \vdash B$$ is de…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Governing Generative AI Across Financial Institutions: A Framework for Generative AI Risk Control

arXiv:2607.04103v3 Announce Type: replace-cross Abstract: Generative artificial intelligence is moving from general-purpose experimentation toward specialized applications across banking, capital markets, insurance, paym…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Tight Formulations for Unit Commitment with Different Levels of Details -- Part I: Models and Theoretical Insights

arXiv:2607.07421v2 Announce Type: replace-cross Abstract: The unit commitment (UC) problem is paramount for optimal operation of power systems, but it faces computational limitations in large-scale settings, especially i…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Small Matrices with Large Inverses: Unimodular $4 \times 4$ Cases

arXiv:2607.07688v2 Announce Type: replace-cross Abstract: How close to singularity can an $n \times n$ unimodular matrix be? For ternary cases as $n$ increases, exact expressions are unlikely, but upon fixing $n=4$ and a…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Uncertainty-Aware Multi-Source Retinal Fluid Segmentation in OCT

arXiv:2607.12212v2 Announce Type: replace-cross Abstract: Measuring retinal fluid from optical coherence tomography (OCT) drives treatment decisions in macular disease, but manual annotation is slow and segmentation mode…

arXiv (cs)3h ago
Dastawez Jahan-Numa

When Directional Accuracy Lies: A Base-Rate-Honest Benchmark for LoRA-Adapted TimesFM on Equity Forecasting

arXiv:2607.12248v2 Announce Type: replace-cross Abstract: Large pretrained time-series models such as TimesFM are attractive for financial forecasting, but raw directional accuracy is a misleading scoreboard in equity ma…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Independent Sets in Multiset Profile Graphs via Weighted Local Covers

arXiv:2607.13733v2 Announce Type: replace-cross Abstract: Let $G_q(d)$ be the unit-transfer graph on the nonnegative integer vectors whose $q$ coordinates sum to $d$, equivalently on the multiplicity profiles of size-$d$…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Prospective clinical indication, post-hoc report leakage, and fusion design in multi-image chest radiograph classification: a patient-clustered evaluation

arXiv:2607.13800v2 Announce Type: replace-cross Abstract: Chest radiograph datasets often combine multiple images with Clinical Indication, Findings, and Impression, although these inputs are produced at different stages…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Yes, breathing wildfire smoke can harm your health – here’s what you can do to protect yourself

When you breathe in wildfire smoke, harmful particles can travel deep into your body.

The Conversation9h ago
Dastawez Jahan-Numa

After 1776, the founders designed a government that accounts for ‘a degree of depravity in mankind’

After the colonists declared their independence, designing a government was next. Three of the founding generation said the new government needed to account for the flaws in human nature.

The Conversation19h ago
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