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diffusion models

2,096 papers

#diffusion models Open access Oct 2026

A Low-Latency Multi-Agent Architecture for Statistical Arbitrage, Market Making, and Volatility-Conditioned Leverage Scaling Across Asset Classes

This institutional research memorandum presents the architecture, theoretical design, and empirical evaluation of a systematic, multi-asset intraday trading system designed for statistical arbitrage and market making across cryptocurrency perpetual derivatives, equity index derivatives, and CME futures. The system comb...

Kingdom Trades Solutions LLC · 0 citations
#diffusion models Open access Oct 2026

MOSAIC: Learning Graph Node Embeddings from Spectrally Isolated Dominant Subspaces of Accumulated Diffusion Operators

Biomedical knowledge graphs can connect information across genes, phenotypes, tissues, pathways, experiments, and clinical resources, but they are difficult to query correctly without detailed knowledge of the graph. Large language models can help write Cypher code for knowledge graphs, yet a query focused on a bioinfo...

Taha Mohseni Ahooyi, Benjamin J. Stear, Yuanchao Zhang et al. · 0 citations

الانكليزية كرمز للمكانة: تحليل نقدي لخطاب استخدام اللغة الانكليزية في القنوات الفضائية العراقية

Since 2003, Iraqi satellite television has been one of the public spheres where English is spoken, displayed and performed, and at the moment, many Iraqi channels broadcast talk shows, entertainment programs, morning shows and lifestyle programs where presenters and guests use English words and phrases as part of their...

أ.م.د. وفاء مظفر علي, م.د. عبير خلف حسين · 0 citations
#diffusion models Dataset Open access Oct 2026

Replication Data and Python Code for: Pathwise Concentration in Regime-Switching Fractional Diffusions

This repository contains the S&P 500 dataset (n=4{,}211 daily logarithmic returns) and Python code used to empirically motivate the regime-switching framework in the associated manuscript. The code implements the scaled forward--backward EM algorithm to fit a two-state Gaussian hidden Markov model, generating maximum l...

Philip Ajibola Bankole · 0 citations
#diffusion models Dataset Open access Oct 2026

Identifiable Transport Groups and Bayesian Experimental Design in Finite Bath Dyeing

Finite bath dyeing models can fit trajectories precisely while obscuring geometric ambiguity and binding error. We derive a conservative diffusion–binding model with uncertain thickness, pore volume, film transfer and optical scale. An exact scaling symmetry identifies Dref/L² and kf/L as observable transport groups. A...

Md. Taslimul Islam · 0 citations
#diffusion models Open access Oct 2026

Reducing Hydrogen Diffusion Losses by Modification of Fluoroplastic Barrier Coatings for Increasing Efficiency and Safety of Hydrogen Transportation

High pressure hydrogen transport can cause hydrogen embrittlement of steel pipelines, leading to loss of mechanical integrity and failures. Therefore, protective internal coatings are required to reduce hydrogen permeability. In this work, the effect of composite fluoropolymer coatings modified with carbon nanotubes (C...

Петкова Ани Петровна, V. A. Zlotin, V. S. Borisova · 0 citations
#diffusion models Open access Oct 2026

Numerical study on leakage diffusion characteristics and hazard boundaries of buried hydrogen-blended natural gas risers

Leakage from buried hydrogen blended natural gas (HBNG) pipelines can cause gas migration through porous soil and accumulation at the ground surface, creating fire and explosion hazards. Vertical risers, owing to stress concentration and distinct leakage patterns, exhibit hazard evolution different from horizontal pipe...

Song Zhang, Jinyu An, Xiong Liu et al. · 0 citations
#diffusion models Open access Oct 2026

High codimension bifurcations and complex pattern selection in a diffusive Leslie–Gower predator–prey model with Bazykin functional response

Most existing studies on diffusive predator–prey systems mainly focus on codimension-1 Turing and Hopf bifurcations, while the role of higher codimension bifurcations in complex pattern selection and spatiotemporal dynamics remains far from fully understood. Therefore, we investigate a generally diffusive Leslie–Gower...

Jing Li, Zhili Zhang, Li Li · 0 citations
#diffusion models Open access Oct 2026

The impact of molecular transport in turbulent non-premixed NH3/H2/N2 jet flames at elevated pressures

The modelling of turbulent combustion of ammonia is particularly challenging due to the complex chemistry featuring an exceptionally wide range of primary chemical time-scales demanding accurate inclusion of turbulence–chemistry interactions. The latter are here treated using a transported joint-scalar probability dens...

Lu Tian, R.P. Lindstedt · 0 citations
#diffusion models Open access Oct 2026

A phenomenological stress decomposition framework for electro–mechanical state awareness in all-solid-state batteries

All-solid-state batteries (ASSBs) exhibit strong electro–mechanical coupling behavior due to stress-dependent solid–solid interfacial contact, making accurate state estimation challenging. To address this issue, an electro–mechanical coupling modeling and joint state estimation framework based on mechanical stress evol...

Yefan Sun, Zhaoxia Peng, Shichun Yang et al. · 0 citations
#diffusion models Open access Oct 2026

Rapid estimation of structural brain disconnection from binary lesion masks using DeepDisco

Abstract Mapping how focal brain lesions disrupt structural connectivity is key to understanding cognition, behavior, and neurological outcomes. However, traditional diffusion tractography pipelines are computationally intensive, require specialized data and expertise, and remain inaccessible for many research and clin...

Anna Matsulevits, Thomas Tourdias, Michel Thiebaut de Schotten · 0 citations
#diffusion models Open access Oct 2026

Deep learning-based prediction of HER2 status from breast diffusion-weighted MRI

Background and objective The accurate classification of human epidermal growth factor receptor 2 (HER2) status is very important for the diagnosis and treatment of breast cancer. However, the biopsy, the current gold standard for differentiating HER2 status, is invasive and time-consuming. To overcome these drawbacks,...

Yao Zhang, Xinran Kan, Jiaqi Wang et al. · 0 citations

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