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diffusion models

2,245 papers

#diffusion models Open access Sep 2026

Multifractal Scaling in Cross-Sectoral Financial Markets: Connections with Diffusion and Chaos

Financial returns are known to depart from Gaussian, uniform-scaling behaviour,yet standard risk models, Gaussian value-at-risk, mean-variance optimisation,still assume it, systematically mispricing tail risk. This paper does not re-establishthat departure; it isolates the specific channels through which it arises, sin...

Vedant Shetty, Ashwini Dalvi, Irfan Siddavatam et al. · 0 citations
#diffusion models Open access Sep 2026

Structure of Molten FeCl2 and FeCl3

Abstract Molten iron chlorides are central to emerging energy technologies including electrochemical iron production and redox flow batteries. Optimizing their electrochemical performance and transport properties requires an atomic-scale structural understanding, yet detailed data for molten FeCl2 and its differences f...

Fakhrul H. Bhuiyan, Jicheng Guo, Christopher James Benmore et al. · 0 citations
#diffusion models Open access Sep 2026

Paper 24B: Admissibility-Limited Light and Apparent Galaxy Mass Deficits Conditional Mass Corrections, Spectral Readout, and SPARC Tests

Holosphere transport models distinguish local admissibility from observer-visible light de-livery. This paper gives that distinction a quantitative, conditional galaxy test. A boundedreaction–diffusion gate preserves admissibility between zero and one, while an explicitly assumedobservation map relates intrinsic emissi...

Michael John Sarnowski · 0 citations

Revealing the Role of Ion Transport Properties through Ion-Exchange Membranes for Aqueous Zinc-Ion Battery

Abstract The separator material is a critical component that governs the cycling performance of aqueous zinc-ion batteries (AZIBs); however, how its ion transport properties dictate specific electrochemical behaviors remains poorly understood. Here, we investigated the relationship between ion transport properties and...

Trung Tuyen Bui, Perumal Viswanathan, Hoang Thai Bao Ngo et al. · 0 citations
#diffusion models Open access Sep 2026

Environmental Drivers and Group Defense Strategies in Diffusive and Non-Diffusive Predator-Prey Dynamics

Predator-prey dynamics are strongly influenced by environmental factors, such as the availability of resources, habitat quality and climatic conditions, which determine species survival, species reproduction and aggregate defensive behaviour. Using these ecological processes, a three-species predator-prey model is form...

M. Arif, Asad Ejaz · 0 citations
#diffusion models Book Open access Sep 2026

A complete time–temperature–transformation diagram of the RTM6 epoxy resin used for aerospace applications: integrating cure kinetics, thermal degradation and curing-induced overheating

Abstract RTM6 is a monocomponent epoxy resin widely used in the aerospace industry, where it is processed by resin transfer molding and related liquid-composite-molding routes. Its time–temperature–transformation (TTT) diagram maps, as a function of cure temperature and time, the boundaries between the different physic...

Didina‐Ramona‐Casandra Cârstea, Jordi Farjas, Sihem Zaidi et al. · 0 citations
#artificial intelligence Open access Sep 2026

Mathematical Derivation and Verification of the Tipping Point in AI Diffusion (B2C & B2B) in Comparison to the PhD Thesis (2012)

Exact Calculation of the 3rd Derivative (Jerk j(t)) Based on Empirical High-Frequency RawData (2022–2026) Dr Theodor Heutschi | heutschi.com | Scientific Working Paper (July 2026) ABSTRACT This scientific paper applies the mathematical foundation developed in the PhD dissertation of Dr Theodor Heutschi (2012, heutschi....

Theodor Heutschi · 0 citations
#artificial intelligence Open access Sep 2026

Beyond static uptake: rethinking [18F]FMISO PET for quantifying and interpreting tumor hypoxia

Abstract Background Tumor hypoxia is a critical microenvironmental determinant of progression, treatment resistance, and prognosis in solid tumors. Among hypoxia-targeted imaging approaches, [ 18 F]fluoromisonidazole ([ 18 F]FMISO) positron emission tomography (PET) provides a noninvasive imaging readout related to the...

Yunlei Li, Rencai Lu, Guangfa Bao et al. · 0 citations
#diffusion models Open access Sep 2026

Cross-modality network phenotyping: a multivariate MRI biomarker signature predicts spatial pathology and clinical severity in EAE

Introduction Evaluating novel therapies for multiple sclerosis requires robust, non-invasive biomarkers. In the experimental autoimmune encephalomyelitis (EAE) model, standard disease evaluations rely heavily on subjective clinical motor scoring and terminal histology, which frequently suffer from a mathematical diluti...

Rohan S. Virgincar, Man Kin Choy, Surinder Jeet et al. · 0 citations
#diffusion models Open access Sep 2026

Monte Carlo modeling of the formation and organization of ion channel clustering

A stochastic computational framework is presented that models the dynamic organization of ion channels through Monte Carlo simulations incorporating membrane insertion, removal, channel-channel interactions, and diffusion processes, and reveals several fundamental principles of membrane domain formation.

Nicolae Moise, Seth H. Weinberg · 0 citations
#diffusion models Open access Sep 2026

Spatially informed demand-side policies for green hydrogen diffusion in Europe

Abstract Green hydrogen faces an implementation gap: demand substantially lags policy ambitions. Here, combining an installation-level model of green hydrogen demand with an original database of >14,000 potential offtakers in Europe, we show that, conditional on diffusion patterns mirroring natural gas power generation...

Christian Rumpelnik, Behnam Zakeri, Kavita Surana · 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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