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diffusion models

2,136 papers

#diffusion models Open access Sep 2026

TNFR-Python-Engine: Resonant Fractal Nature Theory Implementation

TNFR-Python-Engine is a Python framework for coherent-pattern analysis on graph-coupled networks. The nodal relation dEPI/dt = nu_f DeltaNFR organizes a declared evolution model; pressure, phase, capacity, support and any additional forcing require their own specifications. The engine provides 13 registered structural...

Fernando F. Martínez Gamo · 0 citations
#diffusion models Open access Sep 2026

Digitalization, Environmental Regulation, and Carbon Productivity: Evidence from China

This study incorporates digital factors into the corporate production function and extends the firm-level pollution emission decision-making model. From both technological and structural perspectives, it examines the mechanisms through which digitalization influences carbon productivity. An orthogonal projection-based...

Lei-Feng Zhang, Yanfang Lyu, Dong Wang · 0 citations

Pore-Scale Investigation of Convective Drying in Porous Media: Effects of Mixed Wettability and Structural Heterogeneity

How spatially organized mixed wettability controls pore-scale interface recession and liquid replenishment during convective drying remains insufficiently understood. This study investigates this process using an established multicomponent pseudopotential lattice Boltzmann model with a cascaded collision operator and...

Xiang Liu, Shui-Qing Zhan, Yi-Cun Tang · 0 citations

Modeling Incomplete Solute Mixing at Pipe Junctions in Water Distribution Networks: Parametric CFD Simulations and a Predictive Regression Approach

Abstract High-quality drinking water is essential for modern settlements, and accurate modeling of solute mixing at pipe junctions is crucial in water distribution networks (WDNs). While complete mixing is often assumed, recent studies emphasize the need to account for incomplete mixing. This paper advances the underst...

Richárd Wéber, Levente Sándor, Gopinathan R. Abhijith et al. · 0 citations
#diffusion models Open access Sep 2026

Normalize, Clean, Resample, and Train (NCRT): An End-to-End Pipeline Study for Solar Energetic Particle Forecasting

Abstract Solar energetic particle (SEP) events are rare, high-impact space weather phenomena that pose serious radiation hazards to astronauts and polar-route aircraft crews, damage satellite electronics, and disrupt satellite communications and navigation systems. Forecasting SEPs allows preventive measures to be take...

MohammadReza EskandariNasab, Garrett Woodhouse, Shah Muhammad Hamdi et al. · 0 citations
#diffusion models Review Open access Sep 2026

Metal-reinforced PLA composites for material extrusion additive manufacturing: Interfaces and performance

Metal-reinforced polylactic acid (PLA) composites produced by fused deposition modeling/fused filament fabrication (FDM/FFF) offer thermal, electrical, magnetic, antimicrobial, biomedical, and post-processing functions. However, these benefits are often accompanied by reduced strength, ductility, and fracture reliabili...

İ. B. Şahin, Aslı Tiktaş · 0 citations
#diffusion models Open access Sep 2026

Adsorption behavior of Rare-Earth ions on electrospun fibers functionalized with branched polyethyleneimine

The development of easily recoverable adsorbents containing abundant and accessible binding sites is essential for the efficient recovery of rare-earth ions from aqueous media. In this study, a branched polyethyleneimine-polyacrylonitrile (bPEI-PAN) fibrous adsorbent was fabricated by incorporating bPEI into PAN throug...

Lei Shu, Hongbo Wang, Shihao Li et al. · 0 citations

Inactivation of Escherichia coli and Bacillus cereus in Myungran jeotgal (Korean traditional salted pollack roe) using floating electrode-dielectric barrier discharge plasma

Nonthermal plasma technology has garnered significant attention for its food preservation capabilities. However, the applicability of floating electrode–dielectric barrier discharge (FE-DBD) plasma in this regard has not been explored. Therefore, the effects of FE-DBD plasma (1.1 kV, 43 kHz, N 2 1.5 m/s, and 1–90 min)...

Hyuk Soo Hong, Eun Bi Jeon, Sung Rae Cho et al. · 0 citations
#diffusion models Dataset Open access Sep 2026

Data and Code Archive: Phase-Dependent Barrier Crossing in an Amyloid-Relevant Reduced Coordinate under Biharmonic Terahertz Driving

Phase-Dependent Barrier Crossing in an Amyloid-Relevant Reduced Coordinate under Biharmonic Terahertz Driving Repository Version: 1.1.0DOI: 10.5281/zenodo.10824555 Overview This repository contains the complete, reproducible computational pipeline supporting the manuscript "Phase-Dependent Barrier Crossing in an Amyloi...

Kevin Baird · 0 citations
#diffusion models Open access Sep 2026

A comprehensive analysis of kinetic modeling in dry reforming of methane

Dry reforming of methane (DRM) is a key reaction for syngas production from greenhouse gases (methane and carbon dioxide). Reaction kinetics predict reaction rates, identify and understand reaction mechanisms, and guide catalyst and reactor design. To provide a clear sense of progress in DRM kinetic modeling, we conduc...

Joshua O. Ighalo, Samson Akorede Adeoye, Placidus B. Amama · 0 citations
#diffusion models Dataset Open access Sep 2026

Data and Code Archive: Phase-Dependent Barrier Crossing in an Amyloid-Relevant Reduced Coordinate under Biharmonic Terahertz Driving

Phase-Dependent Barrier Crossing in an Amyloid-Relevant Reduced Coordinate under Biharmonic Terahertz Driving Repository Version: 1.1.0DOI: 10.5281/zenodo.10824555 Overview This repository contains the complete, reproducible computational pipeline supporting the manuscript "Phase-Dependent Barrier Crossing in an Amyloi...

Kevin Baird · 0 citations
#diffusion models Open access Sep 2026

Sex-related variability of white-matter tracts is robust to tractography methodology

Abstract Diffusion tractography is the prominent in-vivo technique to study and investigate white-matter pathways in the human brain. While tractography is a powerful method, recent work suggests that different tractography methods can produce strikingly different representations of the same white-matter pathway. This...

Matthew Amandola, Bastien Herlin, Michael E. Kim et al. · 0 citations

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Microsoft Research Blog Oct 12, 2026

Simulating student learning for better AI tutoring

StudentSim is a research system for evaluating and improving AI tutoring tools before they are tested with learners. It models how individuals may engage with tutors, giving feedback to improve tutor performance across subjects like chess, writing, and mathematics. The post Simulating student learning for better AI tutoring appeared first on Microsoft Research.

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