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diffusion models

2,130 papers

#diffusion models Book Sep 2026

Synthetic Data Generation for Communication Research in the Age of Large Language Models

This chapter provides a comprehensive introduction to synthetic data generation for communication research, outlining both foundational methods and emerging large language model (LLM)-based approaches. I begin by reviewing traditional techniques – including rule-based templates, statistical text models, agent-based sim...

Aimei Yang · 0 citations
#diffusion models Open access Sep 2026

Antibacterial activity and toxicological insights of Cissampelos pareira L.-mediated zinc oxide targeting urinary tract infection pathogens

Eco-friendly methods for creating nanoparticles have gained attention due to the rising incidence of antibiotic resistance. Zinc oxide nanoparticles (ZnONPs) can be produced sustainably using Cissampelos pareira L., a medicinal plant high in bioactive phytochemicals. In this study, ZnONPs were synthesised using C. pare...

V Philominal, R Anitha, Shanmugam Rajeshkumar et al. · 0 citations
#diffusion models Open access Sep 2026

Reply on CEC2

Abstract. Reconstructing complete, high-resolution daily meteorological fields over multidecadal periods from station observations is severely underdetermined: stations are sparse, unevenly distributed, and temporally inconsistent, especially over complex terrain. Because this ill-posedness requires prior assumptions,...

J. K. Chao · 0 citations
#diffusion models Open access Sep 2026

(量子)湮灭场宇宙模型:从粒子涌现到红移的累积效应解释 (Quantum)Annihilation Field Universe Model: From Particle Emergence to Cumulative Redshift

(量子)湮灭场宇宙模型:从粒子涌现到红移的累积效应解释 (Quantum)Annihilation Field Universe Model: From Particle Emergence to Cumulative Redshift This paper proposes an annihilation field universe model. The annihilation field is the core concept of this paper—a fundamental field in vacuum that forms localized excitations...

weihui lu · 0 citations
#diffusion models Open access Sep 2026

Annihilation (Quantum)Field Universe Model: From Particle Emergence to Cumulative RedshiftAbstract

(Quantum) Annihilation Field Universe Model: From Particle Emergence to Cumulative Redshift Abstract This paper proposes an annihilation field universe model. The annihilation field is the core concept of this paper—a fundamental field in vacuum that forms localized excitations under the boundary conditions of quantum...

weihui lu · 0 citations
#diffusion models Open access Sep 2026

Replication package for "Finite-perturbation bounds on diffusion path space: closed-form Gram matrices, an exactly solvable supremum, and the cost of dynamical stability"

Eleven Python scripts reproducing every numerical claim in the paper"Finite-perturbation bounds on diffusion path space: closed-form Grammatrices, an exactly solvable supremum, and the cost of dynamicalstability". The paper extends the Barankin multi-point bound to the path space of adiffusion. Completing the square on...

Badr Farih · 0 citations
#diffusion models Open access Sep 2026

The Relational KMS Interpretation of Quantum Mechanics: Resolving Non-Locality and "Spooky Action" via Emergent Modular Time Topology (v2)

This paper presents a mathematically self-consistent, strictly unitary reformulation of quantum measurement theory—the Relational KMS Interpretation—constructed within the framework of non-commutative spectral geometry. We systematically resolve the historical tension surrounding Einstein-Podolsky-Rosen (EPR) non-local...

Maxim Sokolov · 0 citations
#diffusion models Open access Sep 2026

PASCHEN-1D: A one-dimensional fluid plasma solver with multi-mechanism surface emission and flexible external circuit coupling

We present PASCHEN-1D (Plasma Advanced Solver with Coupled High-fidelity Emission and external Network), a one-dimensional time-dependent fluid plasma solver developed for self-consistent simulation of gas discharges and plasma breakdown with coupled electrode surface emission and flexible external circuit networks. Th...

Asif Iqbal, Yves Heri, Bingqing Wang et al. · 0 citations
#diffusion models Open access Sep 2026

Bacterial adhesion to curved surfaces in fluid flow

Minimising bacterial surface adhesion and subsequent biofilm formation in industrial and medical settings requires understanding how bacteria are transported and adhere to complex surface geometries in the presence of non-uniform flow. In this paper, we consider the transport of a dilute suspension of motile bacteria t...

Edwina Yeo, Benjamin J. Walker, Philip Pearce et al. · 0 citations
#diffusion models Open access Sep 2026

Fractal geometry-governed oxygen diffusion: tumors vs. normal tissues

Abstract Objective: To develop a geometry-governed diffusion framework that explains differential tissue response under FLASH ultra-high dose rate (UHDR) irradiation by explicitly accounting for structural heterogeneity and anomalous transport in biological tissues. Approach: We formulate a generalized diffusion–reacti...

Neda Valizadeh, Robabeh Rahimi, Ramin Abolfath · 0 citations

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