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diffusion models

2,325 papers

#diffusion models Open access Sep 2026

End-to-End Trained Energy-Based Model for Image Recovery

This paper presents a novel end-to-end (E2E) empirical Bayes framework for learning the posterior distribution in linear inverse problems. The proposed framework models the log-posterior as the sum of a log-likelihood derived from the known forward model and a neural network-parameterized log-prior learned from trainin...

Jyothi Rikhab Chand, Mathews Jacob · 0 citations
#diffusion models Open access Sep 2026

THE NATURAL VALIDATION OF STRUCTURAL TRANSDUCTION

Overview This repository consolidates the foundational theoretical framework of the "Cosmos Scenario" and the "Theory of Structural Transduction." It establishes the ontological and operational bedrock for a research program that investigates fundamental problems in mathematics, physics, and computation (including the...

Cláudio Vicente da Silva · 0 citations

Water and Hydrogen Bond Donor Effects on Mass Transport and Copper Electrodeposition in Deep Eutectic Solvents

Abstract Choline chloride-based deep eutectic solvents (DESs) are promising for electrodeposition due to their high electrochemical stability and ionic conductivity, yet their application can be hindered by high viscosity and uncontrolled water uptake. Here, we systematically investigate how the hydrogen bond donor (HB...

Vadim L. Filippov, A. V. Shapagin, Timofei V. Golubitchenko et al. · 0 citations
#diffusion models Open access Sep 2026

Supplementary material from "Using polarizable flexible force fields to design metal-organic framework-containing mixed matrix membranes for hydrogen purification from solar water splitting"

In this study, mixed matrix membranes (MMMs) consisting of a continuous polymer phase and a dispersed metal-organic framework (MOF) phase were designed to purify hydrogen from the solar water splitting process. We first identified 20 MOFs with a small pore limiting diameter of ≤3 Å to restrict the passage of larger mol...

Reza Ghanavati, Thomas A. Manz · 0 citations
#diffusion models Open access Sep 2026

Code for Conditional Diffusion Models for Global Precipitation Map Inpainting

Source code accompanying the paper “Conditional Diffusion Models for Global Precipitation Map Inpainting,” accepted for publication in Earth and Space Science. The repository includes code for model training, evaluation, sensitivity analysis, precipitation-regime evaluation, and figure generation.

Daiko Kishikawa · 0 citations
#diffusion models Open access Sep 2026

Code for Conditional Diffusion Models for Global Precipitation Map Inpainting

Source code accompanying the paper “Conditional Diffusion Models for Global Precipitation Map Inpainting,” accepted for publication in Earth and Space Science. The repository includes code for model training, evaluation, sensitivity analysis, precipitation-regime evaluation, and figure generation.

Daiko Kishikawa · 0 citations
#diffusion models Open access Sep 2026

From Conventional Dispersion Strengthening to Core–Shell Reinforcement Architectures in Iron-Based Metal Matrix Composites: A Review

Despite extensive research on iron-based metal matrix composites (Fe-based MMCs), an integrated assessment linking fabrication methods, reinforcement architectures, interface engineering, and strengthening mechanisms remains limited. This review summarizes recent advances in Fe-based MMCs, with emphasis on the relation...

П. М. Корусенко, V.K. Kudymov, Vladimir E. Gaishun et al. · 0 citations
#diffusion models Open access Sep 2026

BIG-B18: Boundary Readout Operators in Boundary Information Geometry: From Read-Start Local History to Interface-Core Path Exposure in a Reaction-Diffusion-Inspired Front Model

English Description BIG-B18 develops a unified readout-operator interpretation of memory-bearing boundary dynamics in Boundary Information Geometry (BIG). BIG-B17 showed, in a reduced free-boundary model, that retained boundary history affects later response when it remains locally readable in the current moving-bounda...

Jun Lucis · 0 citations
#diffusion models Book Open access Sep 2026

R Code for: "Gaze Cueing Across Correct and Error Response-Time Distributions: Constraints on Cognitive Process Accounts"

Exp3_observed_quantile_effects.R — Calculates participant-level RT quantiles separately by gaze validity, response accuracy, and SOA for Data Set 3. Computes within-participant invalid-minus-valid effects at the .10, .25, .50, .75, and .90 quantiles and produces the observed distributional-effects figure used in the ma...

Jason Tipples · 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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