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Dastawez Jahan-Numa

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Health

1353 stories

Public health and medicine worldwide — sourced from WHO News.

Dastawez Jahan-Numa

Construction of Quantum Rank-Metric Codes Using Hermitian Orthogonality

arXiv:2605.02571v2 Announce Type: replace-cross Abstract: Stacked quantum memory is an architecture in which multiple layers of qubits are stacked. Quantum rank-metric codes are effective for error correction in stacked …

arXiv (cs)1h ago
Dastawez Jahan-Numa

Polarizable atomic multipoles for learning long-range electrostatics

arXiv:2605.05746v2 Announce Type: replace-cross Abstract: Long-range electrostatics and polarization remain central obstacles to extending machine learning interatomic potentials (MLIPs) to ionic, polar, and interfacial …

arXiv (cs)1h ago
Dastawez Jahan-Numa

Geometric mean and Lebesgue-type decomposition of completely positive maps

arXiv:2605.06019v2 Announce Type: replace-cross Abstract: We introduce the geometric mean and the parallel sum of completely positive (CP) maps between von Neumann algebras, based on the Pusz--Woronowicz theory of positi…

arXiv (cs)1h ago
Dastawez Jahan-Numa

DiscoverPhysics: Benchmarking LLMs for Out-of-the-Box Scientific Thinking

arXiv:2605.26087v2 Announce Type: replace-cross Abstract: Frontier LLMs now perform strongly across a wide range of physics evaluations, but it is hard to disentangle genuine reasoning from recall of established science.…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Three-dimensional Conditional Diffusion Models for Cosmological 21 cm Lightcone Emulation

arXiv:2605.29016v2 Announce Type: replace-cross Abstract: We investigate conditional diffusion modeling for three-dimensional 21 cm lightcone emulation, focusing on cubes with a sky-plane size of $64\times64$ and a line-…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Decoding Strategies for Diffusion-Based ASR: A Systematic Evaluation of Confidence-Based Thresholding

arXiv:2605.29613v2 Announce Type: replace-cross Abstract: While LLM-based Automatic Speech Recognition (ASR) achieves high accuracy, its speed is limited by sequential autoregressive decoding. Diffusion Language Models (…

arXiv (cs)1h ago
Dastawez Jahan-Numa

MELD: Mel-Spectrogram-Based Speech Language Modeling with Discrete Latent Variables

arXiv:2605.29859v2 Announce Type: replace-cross Abstract: Recent speech language models rely on encoders that are optimized separately from autoregressive models. Since these encoders are unaware of the downstream object…

arXiv (cs)1h ago
Dastawez Jahan-Numa

SpeechEditBench: A Bilingual Multi-Attribute Benchmark for Instruction-Guided Speech Editing

arXiv:2606.01804v3 Announce Type: replace-cross Abstract: Instruction-guided speech editing requires a model to modify specified speech attributes while preserving non-target characteristics. Despite rapid progress in Sp…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Explicit Interaction Architectures for Dynamical Learning: A Controlled Study of Structural Inductive Bias

arXiv:2606.19101v2 Announce Type: replace-cross Abstract: We investigate a structure-first approach to dynamical learning in which the organization of stateful interactions is prescribed explicitly rather than left entir…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Event-Aligned Analysis of Multi-Rater Pain Assessments Using Continuous Wearable Physiology

arXiv:2606.23705v2 Announce Type: replace-cross Abstract: Pain is assessed differently by patients, nurses, and clinicians, yet most computational approaches assume a single ground-truth label - effectively ignoring who …

arXiv (cs)1h ago
Dastawez Jahan-Numa

A Kalman Filter-Based Tracking Loop Design for Real-Time Aerospace GNSS Applications with Minimum Pull-Out Probability

arXiv:2606.23925v2 Announce Type: replace-cross Abstract: Kalman filter-based (KF-based) tracking loops are a powerful alternative to traditional phase-locked loops (PLLs) for Global Navigation Satellite Systems (GNSS) s…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Computational Oncology of Chemotaxis-Driven Tumour--Immune Spatial Patterning and Stability

arXiv:2607.03813v2 Announce Type: replace-cross Abstract: We develop a reaction--diffusion--chemotaxis model for spatial tumour--immune--chemokine dynamics that couples logistic tumour growth, immune-mediated killing, ch…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Benchmarking Zero-Setup Quantum Circuit Simulators

arXiv:2607.09882v4 Announce Type: replace-cross Abstract: Practitioners increasingly rely on hosted simulation environments, but their performance characteristics remain poorly documented. We present a systematic benchma…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Backspace as a Natural Experiment: An Accelerated Failure Time Model of Selective Post-Error Motor Impairment in Parkinsons Disease

arXiv:2607.24796v2 Announce Type: replace-cross Abstract: Parkinson's disease (PD) selectively impairs distinct stages of motor control. Using backspace events as natural error-correction episodes in the public neuroQWER…

arXiv (cs)1h ago
Dastawez Jahan-Numa

JUMP-lite: Compact, reproducible benchmarking of cell representations

arXiv:2608.07632v3 Announce Type: replace-cross Abstract: Image-based profiling captures rich phenotypic signatures for drug discovery and functional genomics. Large public datasets like JUMP Cell Painting now provide mi…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Coordinate-Residual Physics-Driven Neural Network for Inverse Scattering Imaging

arXiv:2608.09382v2 Announce Type: replace-cross Abstract: Electromagnetic inverse scattering is a nonlinear and ill-posed computational imaging problem, where accurate reconstruction is challenging due to measurement lim…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Logarithmic-Free Moment and Generalization Bounds for Uniformly Stable Algorithms

arXiv:2608.09870v2 Announce Type: replace-cross Abstract: Uniform stability is a classical tool for controlling the generalization error of a learning algorithm. Bousquet, Klochkov, and Zhivotovskiy (2020) showed that th…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Debiased Inference for AI-Generated Data without Gold-Standard Labels: Identification via Multiple Imperfect Measurements

arXiv:2608.18294v2 Announce Type: replace-cross Abstract: An increasing number of scholars use AI to measure variables they subsequently include in downstream analyses. Although AI-measured variables are often analyzed a…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Logarithmic Chowla Correlations Across All Shift Scales

arXiv:2608.23500v4 Announce Type: replace-cross Abstract: Let $\lambda(n)=(-1)^{\Omega(n)}$ be the Liouville function. We prove a fixed power-logarithmic bound for its logarithmically weighted two-point correlations acro…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Common-Center Geometry and Certified Radial Reconstruction for Energy-Form Full Conformal Regions

arXiv:2608.24964v2 Announce Type: replace-cross Abstract: This note studies the geometry of full conformal prediction (FullCP) regions generated by an empirical energy-form pairwise score. Candidate-score convexity alone…

arXiv (cs)1h ago
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