Results 101 to 110 of about 15,233,893 (167)

Availability augmentation of smart grid systems using Markovian approach and nature inspired algorithms. [PDF]

Sci Rep
Agrawal R, Saini M, Kumar A.
europepmc   +1 more source

An Integrated Gradient Boosting Machine Approach With Fisher's Discriminant Analysis: Empirical Assessment on Five Benchmark Datasets and Simulations

Statistical Analysis and Data Mining: An ASA Data Science Journal, Volume 19, Issue 5, October 2026.
ABSTRACT The aim of this study is to assess the impact of different dimensionality reduction techniques—specifically Principal Component Analysis (PCA) and Fisher's Linear Discriminant Analysis (LDA)—on the classification performance of Gradient Boosting Machines (GBM).
Giulio Enzo Donninelli, Pietro Giorgio Lovaglio   +1 more
wiley   +1 more source

Defect Engineering in Two‐Dimensional Materials: Writing, Characterization, and Device Function

Small Structures, Volume 7, Issue 10, October 2026.
Defect engineering in 2D materials is evolving from defect control to defect‐defined device design. This review presents a unified framework linking controllable defect writing, multimodal defect characterization, and defect‐enabled functionality, highlighting how defect type, spatial distribution, and chemical environment govern electronic ...
Lulin Wang, Yue Sun, Kaushik Kannan, Soobin Im, Guanzhong Fu, Rongming Wang, Hongzhou Zhang   +6 more
wiley   +1 more source

MCMC Correction of Score-Based Diffusion Models for Model Composition. [PDF]

Entropy (Basel)
Sjöberg A, Lindqvist J, Önnheim M, Jirstrand M, Svensson L.   +4 more
europepmc   +1 more source

How Much Physics Should a Neural Network Know? Thermodynamics‐Informed Neural Networks for Rock Constitutive Modeling With Epistemic Uncertainty

Journal of Geophysical Research: Machine Learning and Computation, Volume 3, Issue 5, October 2026.
Abstract Machine learning offers a flexible route to constitutive modeling, with two emergent questions for geoscience applications: what level of thermodynamic constraint should be embedded in the network architecture, and how should predictive uncertainty be quantified when extrapolating from laboratory to field conditions? We address both challenges
Kangan Li, Tushar Mittal, Benjamin K. Holtzman, Seth Saltiel   +3 more
wiley   +1 more source

Guidelines for selecting variability measure in limited-size ANOVA experiments. [PDF]

Sci Rep
Gabbrielli M, Valkama E, Calone R, Bregaglio S, Manici L, Ragaglini G, Perego A, Acutis M.   +7 more
europepmc   +1 more source

Mind the Gap: Performance Limits of Automated Contour Extraction Methods for Individual Monitoring of Bottlenose Dolphins

Marine Mammal Science, Volume 42, Issue 4, October 2026.
ABSTRACT Reliable extraction of dolphin whistle contours is fundamental for scalable analyses of vocal identity, repertoire structure, and individual‐based acoustic monitoring. We evaluated four algorithms for fundamental frequency estimation of common bottlenose dolphin (Tursiops truncatus) whistles, leveraging a benchmark dataset of annotated ...
Saskia C. Tyarks, Matthew D. Hyer, Frants H. Jensen   +2 more
wiley   +1 more source

A Methodological Review of Simulation Studies Published in Pharmacoepidemiology and Drug Safety. [PDF]

Pharmacoepidemiol Drug Saf
Muddiman R, Battan FIA, Tazare J, Schultze A, Boland F, Perez T, Wei L, Walsh ME, Moriarty F.   +8 more
europepmc   +1 more source

Fractional Moment Theory for Anomalous Transport: A Unified Framework for Lévy Flights, Fractals, and Complex Dynamical Systems

Mathematical Methods in the Applied Sciences, Volume 49, Issue 13, Page 14964-15009, 15 September 2026.
ABSTRACT We develop a unified mathematical framework extending classical moment theory from discrete integer orders to a continuous spectrum of real orders f>0$$ f>0 $$, providing a systematic statistical characterization of complex systems exhibiting power‐law behavior.
Farrukh A. Chishtie
wiley   +1 more source

Bayesian Model Selection for Derived Responses. [PDF]

Stat Med
Roy B, Lesaffre E.
europepmc   +1 more source