Results 131 to 140 of about 1,475 (247)

Enhancing Structural Reliability of Composite Adhesive Joints: An Integrated Experimental‐Numerical‐Machine Learning Framework for Material‐Geometric Co‐Optimization

Polymer Composites, EarlyView.
An integrated experimental, numerical, and explainable machine learning framework for the material‐geometric co‐optimization and multi‐objective Pareto design of robust composite adhesive joints. ABSTRACT The reliability of composite adhesive joints is compromised by non‐linear dependencies between material properties and manufacturing uncertainties ...
Sajjad Karimi
wiley   +1 more source

Immediate variations in high-dimensional circulating immune cells following pancreatectomy. [PDF]

Clin Transl Immunology
Garnier J, Palen A, Durand X, Ewald J, Amara AB, Rouvière MS, Granjeaud S, Bellan G, Choisy B, Verdonk F, Gaudilliere B, Gouarne C, Turrini O, Olive D, Chretien AS.   +14 more
europepmc   +1 more source

On the value of stochastic differential games

Communications on Stochastic Analysis, 2011
Wendell H Fleming, Daniel Hernández-Hernández   +1 more
openaire   +2 more sources

Translating Machine Learning Into Manufacturing Expertise—Actionable Interpretability and Stability for Precision Injection Molding

Polymer Engineering &Science, EarlyView.
This research aims to enhance confidence in using AI/ML models and address unpredicted defects occurred during injection molding (IM) through guided machine fine‐tuning. Integrated stability analysis and parallel coordinate visualization coupled with perturbation analysis are presented to augment domain‐specific XAI applications in the IM industry ...
Chung‐Yin Lin, Jinsu Gim, Andrea Pieressa, Demitri Shotwell, Kris Sankaran, Giovanni Lucchetta, Lih‐Sheng Turng   +6 more
wiley   +1 more source

Evolutionary Kuramoto dynamics unravels origins of chimera states in neural populations. [PDF]

PLoS Comput Biol
Zdyrski T, Pauls S, Fu F.
europepmc   +1 more source

Diagnosis of Portal Hypertension: Advancing Towards Non‐Invasive Solutions

Portal Hypertension &Cirrhosis, EarlyView.
This review systematically summarizes a full spectrum of non‐invasive diagnostic approaches for portal hypertension (PH), including imaging modalities, elastography, serum biomarkers, composite scoring systems and endoscopic ultrasound‐guided portal pressure gradient (EUS‐PPG), and analyzes their performance across different liver disease etiologies ...
Lijia Yin, Huikuan Chu, Ling Yang
wiley   +1 more source

Social learning with complex contagion. [PDF]

Proc Natl Acad Sci U S A
Chiba-Okabe H, Plotkin JB.
europepmc   +1 more source

Epistemic and aleatoric uncertainty quantification in weather and climate models

Quarterly Journal of the Royal Meteorological Society, EarlyView.
Aleatoric and epistemic uncertainties over time on weather and climate time‐scales, estimated through ensembles that sample aleatoric and epistemic uncertainty using Bayesian neural networks for parameterisations in the Lorenz 1996 model. The spread shows the 16th and 84th percentiles.
Laura A. Mansfield, Hannah M. Christensen   +1 more
wiley   +1 more source

Stochastic responses and marginal valuation. [PDF]

Proc Natl Acad Sci U S A
Hansen LP, Souganidis P.
europepmc   +1 more source

How Does Our Degrading System Perform?

Quality and Reliability Engineering International, EarlyView.
ABSTRACT We discuss the quality of performance of degrading systems when degradation is modeled by a stochastic process with independent increments and increasing sample paths. As an example, the gamma process is considered. First, for the continuously observed degradation, by comparing with the black‐box scenario (without observing degradation), the ...
Maxim Finkelstein, Ji Hwan Cha, Amy Langston   +2 more
wiley   +1 more source