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diffusion models

2,370 papers

#diffusion models Open access Sep 2026

ASSESSMENT OF DIGITAL HEALTH TECHNOLOGIES IN IMPROVING PATIENT CARE IN THE NIGERIAN HEALTHCARE SYSTEM

Digital Health Technologies (DHTs) including telemedicine, electronic health records (EHRs), mobile health (mHealth) applications, and Artificial Intelligence (AI)-enabled tools have emerged as central instruments for strengthening health systems and improving patient care, particularly in resource-constrained settings...

Ejuchegahi A. Angwaomaodoko, Ph.D Edime Yunusa, Julius Olugbenga Owoyemi · 0 citations
#diffusion models Open access Sep 2026

Formal Modeling of Information Diffusion in Social Networks using Agent-Based Simulation

This paper presents a formal mathematical model for simulating information diffusion within social networks utilizing an agent-based simulation (ABS) approach. The core aim is to provide a rigorous framework for understanding the complex dynamics of how information spreads through interconnected social groups. The mode...

Jincheng Zhang · 0 citations
#diffusion models Open access Sep 2026

Quality-Driven Propagation and Adaptive Reopening: A Falsifiable Hypothesis Framework for Epistemic–Propagation Coupling and Reopening After Lock-In in Networked Information Systems

Dieses theoretische Hypothesenpapier entwickelt einen falsifizierbaren Rahmen für Quality-Driven Propagation, Epistemic–Propagation Coupling und Adaptive Reopening in vernetzten Informationssystemen. Ausgangspunkt ist die Beobachtung, dass sich Informationen nicht ausschließlich aufgrund ihrer epistemischen Qualität ve...

Bernd von Mallinckrodt · 0 citations
#diffusion models Open access Sep 2026

Causal Representation Learning via Counterfactual Diffusion Networks

This paper introduces Counterfactual Diffusion Networks (CDN), a novel approach to causal representation learning. Traditional representation learning methods often fail to accurately capture underlying causal relationships within data, leading to issues in downstream tasks that rely on understanding these relationship...

Jincheng Zhang · 0 citations
#diffusion models Open access Sep 2026

Formal Modeling of Information Diffusion in Social Networks using Agent-Based Simulation

This paper presents a formal mathematical model for simulating information diffusion within social networks utilizing an agent-based simulation (ABS) approach. The core aim is to provide a rigorous framework for understanding the complex dynamics of how information spreads through interconnected social groups. The mode...

Jincheng Zhang · 0 citations
#diffusion models Open access Sep 2026

FORMULATION AND EVALUATION OF FLUCYTOSINE LOADED INVASOMAL GEL

The present study aimed to develop and evaluate a flucytosine-loaded invasomal gel for improved topical antifungal drug delivery. Nine invasomal formulations (F1–F9) were prepared by varying terpene and phosphatidylcholine concentrations while maintaining flucytosine concentration at 1% w/v. The prepared invasomes were...

Manu Kumar Singh*, Dr. Sandesh Asati, Dr. Brijesh Sirohi, Dr. Vishnu Raj · 0 citations
#diffusion models Open access Sep 2026

Title: Non-Euclidean Diffusion Processes for Material Science

This paper explores the potential of non-Euclidean diffusion processes to revolutionize material science. Traditional approaches often assume uniform material properties, limiting our ability to precisely tailor material structures. We propose a novel mathematical framework based on a non-Euclidean diffusion equation,...

Jincheng Zhang · 0 citations
#diffusion models Open access Sep 2026

MODEL KOMUNIKASI INOVASI SIKLIKAL PADA PERGURUAN TINGGI TERBUKA DAN JARAK JAUH DI ERA TRANSFORMASI DIGITAL

ABSTRACT Digital transformation has encouraged Open and Distance Higher Education (ODHE) institutions to develop innovation communication strategies capable of effectively engaging diverse stakeholders. However, a communication model that specifically reflects the characteristics of Indonesian ODHE institutions remains...

Mochamad Priono, Gunawan Wiradharma, Hasanuddin et al. · 0 citations
#diffusion models Open access Sep 2026

spectraMR: A Multi-Paradigm Research Framework for MRI Reconstruction, Super-Resolution, and Generative Modelling

spectraMR is a research framework for MRI reconstruction, super-resolution and generative modelling. It spans GAN, diffusion (including cold and latent diffusion), VAE/VQ-VAE, masked-autoencoder and self-supervised pretraining, reconstruction-only, domain-adaptation, physics-driven, disentangled, sensitivity-estimation...

Adnane Gdihi · 0 citations
#diffusion models Open access Sep 2026

AI for Climate Modeling and Environmental Prediction Enhancement

Artificial intelligence is dismantling the long‑standing computational bottlenecks of Earth system modeling. Traditional numerical weather prediction (NWP)—rooted in Navier‑Stokes discretization and dependent on exascale supercomputers—faces scaling limits that make sub‑kilometer global resolution prohibitively expensi...

Hunter Hughes · 0 citations
#diffusion models Open access Sep 2026

A Time-Dependent Diffusion MRI Framework for Clinical Characterisation of Human Brain Cellular Architecture

This work addresses limitations of diffusion MRI sequence design, lengthy acquisition protocols, and the challenges associated with robust estimation of high-dimensional microstructural model parameters by combining optimised diffusion encoding with state-of-the-art simulation-based inference, establishing a clinically...

A. Leibovici, E. Soler, D. Mesika et al. · 0 citations
#diffusion models Open access Sep 2026

Non-Equilibrium Thermodynamics-Based Quantum Computing Error Propagation

Quantum computing promises revolutionary advancements across various fields, yet its practical realization is severely hampered by errors arising from various sources. Traditional approaches to error correction in quantum computing often treat decoherence and other error mechanisms as isolated processes. This paper pro...

Jincheng Zhang · 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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