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diffusion models

2,204 papers

#diffusion models Open access Sep 2026

Relational Model of Informational Geometry (RMIG): Emergent gravity, Standard Model, and cosmological constant from the entanglement budget on the 18/27 qubit fractal

We present the Relational Model of Informational Geometry (RMIG) — a theory proposing a common mechanism for the emergence of spacetime, gravity, gauge interactions, and the cosmological constant from the finite quantum entanglement budget on a qubit network embedded on the self-similar 18/27 fractal. Of the 27 neighbo...

SŁAWOMIR RAMIAN · 0 citations
#diffusion models Open access Sep 2026

Deterministic Electrochemical Battery State Estimation via Volume-Weighted Lithium Mass Hyperplane Projections: Achieving Zero-Drift SoC and Hard Real-Time BMS on Microcontrollers

Precise on-board estimation of State of Charge (SoC) and State of Health (SoH) in lithium-ion battery management systems (BMS) remains a critical bottleneck in electric vehicle range predictability, fast-charging safety, and pack longevity. Conventional BMS firmware is polarized between two inadequate paradigms: empiri...

A. Emre Cetin · 0 citations
#diffusion models Book Sep 2026

Fostering Sustainable Economic Transformation in BRICS Through Innovation and Knowledge Exchange

Abstract This chapter examines how innovation and knowledge exchange can act as key enablers of sustainable economic transformation within BRICS economies – Brazil, Russia, India, China and South Africa. Set against the backdrop of climate change, resource constraints and socio-economic inequalities, this chapter argue...

Yogesh Sharma, Ankit Suri · 0 citations
#generative ai Dataset Open access Sep 2026

Calibrated Residual Tube Projection During Conditional Diffusion Sampling for Thermal Time Series — Code and Experimental Evidence

Code and experimental evidence supporting Calibrated Residual Tube Projection During Conditional Diffusion Sampling for Thermal Time Series, by Hyojin Park and Jinhong Yang (corresponding author). The release contains the selected B6 checkpoint, original method implementations, exact simulator and score settings, froze...

Hyojin Park, Jinhong Yang · 0 citations
#diffusion models Open access Sep 2026

Relational Model of Informational Geometry (RMIG): Emergent gravity, Standard Model, and cosmological constant from the entanglement budget on the 18/27 qubit fractal

We present the Relational Model of Informational Geometry (RMIG) — a theory proposing a common mechanism for the emergence of spacetime, gravity, gauge interactions, and the cosmological constant from the finite quantum entanglement budget on a qubit network embedded on the self-similar 18/27 fractal. Of the 27 neighbo...

SŁAWOMIR RAMIAN · 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 Open access Sep 2026

DriftJax: A Differentiable 1-D Drift-Diffusion Solar-Cell Simulator in JAX

DriftJax is a one-dimensional, end-to-end differentiable photovoltaic cell simulator based on the drift-diffusion model and the Beer-Lambert law for optical absorption, programmed in Python using JAX. Gradients of the power conversion efficiency (and any scalar figure of merit) with respect to device design parameters...

Mohammed Benaissa, Mohamed MaoudJ, Abd Elouahab Noua · 0 citations
#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

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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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