Results 81 to 90 of about 14,309 (209)
A combined sensitivity analysis and kriging surrogate modeling for early validation of health indicators [PDF]
To increase the dependability of complex systems, one solution is to assess their state of health continuously through the monitoring of variables sensitive to potential degradation modes. When computed in an operating environment, these variables, known
LAMOUREUX, Benjamin +2 more
core +6 more sources
Rapid Design and Fabrication of Body Conformable Surfaces with Kirigami Cutting and Machine Learning
By integrating the principles of kirigami cutting and data‐driven modeling, this study aims to develop a personalized, rapid, and low‐cost design and fabrication pipeline for creating body‐conformable surfaces around the knee joint. This pipeline presents a balanced trade‐off between conformability performance and cost for personalizing wearables, thus
Jyotshna Bali +3 more
wiley +1 more source
Effect of magnification on determination of water retention curve using image‐based analysis
Abstract The development of an image‐based method for determining soil water retention curves (WRCs) is effective for predicting infiltration processes into soil. We investigated the effects of microscopy magnification on image resolution for estimating WRCs. Images of the soil surface were acquired at magnification of 50×, 100×, and 200×.
Yuki Hayashi
wiley +1 more source
Controlled release fertilizers constitute a high-value segment of industrial crop products. However, their efficacy in sustainable agriculture relies heavily on functional integrity, which is often compromised by mechanical damage during application ...
Yangyang Kong +5 more
doaj +1 more source
Mapping Coral Reef Resilience Indicators Using Field and Remotely Sensed Data
In the face of increasing climate-related impacts on coral reefs, the integration of ecosystem resilience into marine conservation planning has become a priority.
Stuart Phinn +4 more
doaj +1 more source
A Bayesian Spatiotemporal Functional Model for Data With Block Structure and Repeated Measures
ABSTRACT The analysis of spatiotemporal data is fundamental across multiple scientific disciplines, particularly in assessing the behavior of climate effects over space and time. A key challenge in this area is effectively capturing recurring climate phenomena, such as El Niño/La Niña (ENSO) phases, which induce prolonged periods of similar weather ...
David H. da Matta +3 more
wiley +1 more source
ABSTRACT Accurately identifying regional agricultural advantageous industries and optimizing their spatial layout are critical for advancing sustainable peri‐urban land systems. However, existing studies often overlook public preferences and fail to integrate industrial development with agricultural multifunctionality. To address these gaps, this study
Sinan Li, Junwei Pu
wiley +1 more source
Bayesian D‐Optimal Designs for Gaussian Process Surrogate Models
ABSTRACT Computer experiments often employ space‐filling strategies to create surrogate models with strong predictive performance. The impact of model parameter estimation for Gaussian process surrogates, however, is often overlooked. Obtaining a better initial estimate of the covariance lengthscale parameter, θ$\bm{\theta }$, can greatly improve the ...
Patrick McHugh +2 more
wiley +1 more source
Interpretable Machine Learning: A Comprehensive Review of Foundations, Methods, and the Path Forward
This systematic review of 352 studies establishes a comprehensive taxonomy for Interpretable Machine Learning, transitioning from foundational intrinsic models to advanced deep learning explanations. It reveals a critical paradigm shift toward “mechanistic interpretability” and actionable recourse, emphasizing that future AI systems must be rigorously ...
Shimon Fridkin, Michael Bendersky
wiley +1 more source
Ozone Risk Assessment and Mapping in the Alps Based on Data from Passive Samplers
Passive samplers (diffusion tubes with organic reagent, produced by Passam of Switzerland) were used in a sampling campaign for the detection of weekly mean ozone concentrations in 15 sites over a domain of 80 x 40 km on the southern side of the European
Cristina Mazzali +3 more
doaj +1 more source

