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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

Rock, Paper, Scissors, ... Dynamite - A Model of Disruption from New Technologies

arXiv:2609.00207v1 Announce Type: cross Abstract: We seek to understand the effect of adding disruptive highly-capable new technologies to competitions by assessing the addition of Dynamite to Rock-Paper-Scissors. We fin…

arXiv (cs)1h ago
Dastawez Jahan-Numa

An Algebraic Framework for Data Systems: Classification and Optimization of Algebraic Structures for Data Organization and Coding

arXiv:2609.00273v1 Announce Type: cross Abstract: Modern data systems are commonly studied through computational and information-theoretic methods, while their algebraic properties remain largely unexplored. This paper i…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Exact Global MCMC with Denoising Diffusion

arXiv:2609.00279v1 Announce Type: cross Abstract: This work shows that diffusion models learned with standard denoising loss can provide effective global MCMC proposals for complex high-dimensional target densities. The …

arXiv (cs)1h ago
Dastawez Jahan-Numa

A Human-AI Theorem Connecting Spontaneous and Field-Induced Mechanisms of Collective Behavior in One Dimension

arXiv:2609.00322v1 Announce Type: cross Abstract: Can an artificial intelligence (AI) generate a scientific hypothesis outside a human collaborator's active hypothesis space (AHS), and can human-AI research be organized …

arXiv (cs)1h ago
Dastawez Jahan-Numa

Modeling of Mobility and Energy Policies in an Agent-Based Framework: Case Studies for Chicago Region in 2050

arXiv:2609.00327v1 Announce Type: cross Abstract: Metropolitan regions are simultaneously pursuing several interventions to improve mobility, accessibility, and energy efficiency, necessitating integrated tools to unders…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Latent-Space No-Arbitrage Geometry of Generative Models for Implied Volatility Surfaces

arXiv:2609.00332v1 Announce Type: cross Abstract: Generative models for implied volatility surfaces must produce outputs that satisfy static no-arbitrage constraints. We study these constraints in latent space. For a fix…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Towards unsupervised representation learning for quantum data: quantum models with inference and generation

arXiv:2609.00372v1 Announce Type: cross Abstract: With quantum sensors, simulators and networks emerging, a future of quantum technology may produce quantum states as data---that is, coherently rather than as classical m…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Graphs with Long Pseudosimilarity Chains under Consecutive Vertex Deletions

arXiv:2609.00394v1 Announce Type: cross Abstract: Pseudosimilar vertices are vertices in distinct automorphism orbits whose deletions produce isomorphic graphs. Classical work has studied the existence, group-theoretic o…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Shannon's problem on the monotonicity of entropy and a Conjecture of Tao

arXiv:2609.00399v1 Announce Type: cross Abstract: Let $X_1,X_2,\ldots$ be i.i.d. finitely supported random variables in a torsion-free abelian group, and write $S_k=X_1+\cdots+X_k$, and $H(S_k)$ is the Shannon entropy $S…

arXiv (cs)1h ago
Dastawez Jahan-Numa

A convolutional framework for detecting event-driven dynamics in energy price series

arXiv:2609.00402v1 Announce Type: cross Abstract: This paper develops a general convolutional neural network (CNN) framework for detecting heterogeneous event-driven dynamics in univariate time series windows. We show th…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Accelerating Chemical Kinetics for Exoplanet Atmospheres using Neural Networks

arXiv:2609.00428v1 Announce Type: cross Abstract: Observations increasingly reveal the coupled radiative, chemical, and dynamical processes that shape exoplanet atmospheres. Interpreting these atmospheres requires models…

arXiv (cs)1h ago
Dastawez Jahan-Numa

U-PAST: A Phase-Aware Audio Spectrogram Transformer-U-Net for Single-Channel Speech Enhancement

arXiv:2609.00431v1 Announce Type: cross Abstract: Convolutional neural networks (CNNs), used widely and successfully in audio enhancement, capture long-range time-frequency dependencies only indirectly, through successiv…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Physiological Information Reliability: Cross-Layer Adaptive Resource Allocation for Cardiovascular Sensing

arXiv:2609.00435v1 Announce Type: cross Abstract: Cardiovascular sensing systems must preserve clinically useful information despite signal degradation, wireless losses, energy constraints, and edge-computation latency. …

arXiv (cs)1h ago
Dastawez Jahan-Numa

Single- and Multilevel Quadrature with Error Control for Fourier Pricing under the Rough Heston Model

arXiv:2609.00438v1 Announce Type: cross Abstract: Unlike the classical Heston model, Fourier pricing under the rough Heston model requires solving a fractional Riccati equation at every quadrature point. Since the requir…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Operational Regimes in Non-Convex Optimization: A Multiplier-Based Taxonomy

arXiv:2609.00471v1 Announce Type: cross Abstract: This paper introduces a structural taxonomy for constrained non-convex optimization based on the signature of Lagrange multipliers at KKT stationary points. Leveraging a …

arXiv (cs)1h ago
Dastawez Jahan-Numa

Expert-like Bone Ultrasound Segmentation through Expert-in-the-loop Mask-conditioned Progressive Learning

arXiv:2609.00473v1 Announce Type: cross Abstract: Manual annotation remains a major bottleneck in ultrasound (US) bone segmentation, where experts typically iteratively refine rough brush masks rather than delineating pr…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Fractal dimension predicts quantum kernel collapse in angle-encoded data

arXiv:2609.00475v1 Announce Type: cross Abstract: Angle-encoded quantum kernels on tabular data collapse when the feature map is wider than the intrinsic dimension of the data. We propose the correlation fractal dimensio…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Extremum Seeking Control: Three Revolutions and the Road Ahead

arXiv:2609.00484v1 Announce Type: cross Abstract: The history of extremum seeking is not merely the history of an algorithm; it is the history of an idea. Few ideas in control engineering have demonstrated the remarkable…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Importance and methods to control, vary, and characterize mud strength for studying locomotion

arXiv:2609.00563v1 Announce Type: cross Abstract: Animals and robots encounter mud at the water-land interface. Like sand, mud can stay solid or flow like a fluid. Unlike sand, the yield strength of mud at which solid-fl…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Mudskippers use tail thrusting to help crutching to move on mud of various wetness

arXiv:2609.00564v1 Announce Type: cross Abstract: At the water-land interface, amphibious fishes encounter wet flowable substrates made of granular solid-water mixtures, which can stay solid or flow like a fluid. As thes…

arXiv (cs)1h ago
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