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diffusion models

2,278 papers

#diffusion models Dataset Open access Sep 2026

Surface Damage Dataset for Antarctic Ice Shelves 1999–2024

Antarctic ice shelves have undergone substantial retreat and thinning in recent decades, reducing their buttressing capacity and potentially increasing the risk of sea-level rise. Surface damage, including crevasses, rifts and heavily fractured areas, serves as an important indicator of ice shelf structural integrity,...

Leyue Tang, Jonathan Bamber, Tian Li et al. · 0 citations
#diffusion models Open access Sep 2026

The Flow of Learning Accessibility: From Stochastic Trajectories to Hydrodynamic Models

Describing learning as flow is scientifically useful only if the mathematics is derived rather than borrowed as metaphor. This paper develops a conditional micro-to-macro program for the Dynamic Map of Learning Accessibility (MDAA), which conceptualizes learning accessibility not as a stable property of the learner but...

Hudson Augusto Rodrigues Bonomo · 0 citations
#diffusion models Open access Sep 2026

The Flow of Learning Accessibility: From Stochastic Trajectories to Hydrodynamic Models

Describing learning as flow is scientifically useful only if the mathematics is derived rather than borrowed as metaphor. This paper develops a conditional micro-to-macro program for the Dynamic Map of Learning Accessibility (MDAA), which conceptualizes learning accessibility not as a stable property of the learner but...

Hudson Augusto Rodrigues Bonomo · 0 citations
#diffusion models Open access Sep 2026

Surface Engineering and Coating Technologies: A Systematic Review was Conducted on the Use of Metallic Components

The current systematic review critically summarizes the latest advances in surface engineering and advanced coating technologies for metallic components, based on more than 90 publications from the last eight years (from 2018 to 2026), that are published in peer-reviewed journals. The processing–structure–property rela...

Briggs Otekenari Tonye, Ogagavwodia Ejovi Okuma · 0 citations
#diffusion models Open access Sep 2026

Reproducibility package for "Clock-Controlled Ternary Sequence Generators over GF(3): Exact Periods, Statistical Structure, and Cryptanalytic Comparison of Single-Branch and Three-Branch Nonlinear Architectures"

Sanitized code and data reproducibility package for a manuscript currently under double-blind review at the Journal of Information Security and Applications. Author identity is withheld pending the outcome of review. The package contains two independently generated archives: (1) model-I-single-branch/ — a single clock-...

Guillermo Cotrina · 0 citations
#artificial intelligence Open access Sep 2026

GeNeSIS V: An Iterative Engineering Case Study in Multi-Paradigm Articial Life Architecture

GeNeSIS I–V: An Iterative Engineering Case Study in Multi-Paradigm Artificial Life Architecture presents the development of GeNeSIS, a five-generation artificial-life research project focused on building increasingly integrated computational systems for cognition, evolution, biology, chemistry, environment, social stru...

Devanik Debnath · 0 citations
#diffusion models Open access Sep 2026

Assessing glymphatic role in the association between choroid plexus enlargement and white matter lesions load: The uncertain path through diffusion tensor imaging along the perivascular space (DTI-ALPS).

CP enlargement is associated with reduced DTI-ALPS and greater WML burden, but the contribution of glymphatic impairment remains uncertain, and alternative mechanisms may contribute to these findings.

L. Sacchi, Valentina Veronesi, Giorgio Bocca et al. · 0 citations
#diffusion models Open access Sep 2026

A Multiscale Inverse Mapping Framework for Neural Network Coherence Under Targeted Nootropic Interventions: Coupling Quantum Receptor Affinity to Macroscopic Neural Field Attractors and Dual-Path Stability Analysis

### Executive Summary & Neuropharmacological ScopeClassical pharmacokinetics and pharmacodynamics (PK/PD) rely on lumped ordinary differential equations (ODEs), which treat the human brain as a well-mixed homogeneous compartment. This classical reductionism breaks down when modeling the non-linear modulation of higher...

Gastón Alejandro Rovetta Benvenuto · 0 citations
#diffusion models Open access Sep 2026

Diffusion Models for Image Restoration and Super Resolution: Methods and Evaluation

Image restoration asks for the clean picture behind a blurred, noisy, downsampled or partly missing one. That question has no single answer, and the honest output is a distribution rather than a point estimate. Diffusion models produce exactly that, which explains why they moved into restoration so quickly. This review...

Rejina P V · 0 citations
#diffusion models Open access Sep 2026

A Multiscale Inverse Mapping Framework for Neural Network Coherence Under Targeted Nootropic Interventions: Coupling Quantum Receptor Affinity to Macroscopic Neural Field Attractors and Dual-Path Stability Analysis

### Executive Summary & Neuropharmacological ScopeClassical pharmacokinetics and pharmacodynamics (PK/PD) rely on lumped ordinary differential equations (ODEs), which treat the human brain as a well-mixed homogeneous compartment. This classical reductionism breaks down when modeling the non-linear modulation of higher...

Gastón Alejandro Rovetta Benvenuto · 0 citations
#diffusion models Open access Sep 2026

Diffusion Models for Image Restoration and Super Resolution: Methods and Evaluation

Image restoration asks for the clean picture behind a blurred, noisy, downsampled or partly missing one. That question has no single answer, and the honest output is a distribution rather than a point estimate. Diffusion models produce exactly that, which explains why they moved into restoration so quickly. This review...

Rejina P V · 0 citations
#diffusion models Open access Sep 2026

A Cervicogenic Mechanical–Glymphatic Shared Subtype Hypothesis of Bipolar Depression: A Theoretical Extension Based on the Investing Fascia–Carotid Sheath–Six-System Coupling Framework

Depressive episodes in bipolar disorder (BD) and major depressive disorder (MDD) overlap considerably in clinical presentation, making differential diagnosis challenging. Existing models have largely focused on central and molecular levels, with little systematic investigation of “cervicogenic mechanical constraint.” W...

Xuefeng Huang · 0 citations

From tech blogs

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MIT News · Artificial Intelligence Oct 15, 2026

AI model decodes the language cells use to communicate

A new computational approach reveals how cells communicate to assemble into tissues. This could accelerate stem cell engineering, improve disease models, and inform therapies.

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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