Results 221 to 230 of about 736,304 (285)

Bayesian Optimization Guiding the Experimental Mapping of the Pareto Front of Mechanical and Flame‐Retardant Properties in Polyamide Nanocomposites

Advanced Intelligent Discovery, EarlyView.
Bayesian optimization enabled the design of PA56 system with just 8 wt% additives, achieving limiting oxygen index 30.5%, tensile strength 80.9 MPa, and UL‐94 V‐0 rating. Without prior knowledge, the algorithm uncovered synergistic effects between aluminum diethyl‐phosphinate and nanoclay.
Burcu Ozdemir, Miguel Hernández‐del‐Valle, Christina Schenk, De‐Yi Wang, Maciej Haranczyk   +4 more
wiley   +1 more source

When are novel methods for analyzing complex chemical mixtures in epidemiology beneficial? [PDF]

Environ Epidemiol
Wiecha N, Griffith E, Reich BJ, Hoppin JA.   +3 more
europepmc   +1 more source

The Challenge of Handling Structured Missingness in Integrated Data Sources

Advanced Intelligent Discovery, EarlyView.
As data integration becomes ever more prevalent, a new research question that emerges is how to handle missing values that will inevitably arise in these large‐scale integrated databases? This missingness can be described as structured missingness, encompassing scenarios involving multivariate missingness mechanisms and deterministic, nonrandom ...
James Jackson, Marius Hofert, Eleni‐Rosalina Andrinopoulou, Niels Hagenbuch, Sarah McGough, Chris Harbron, Robin Mitra   +6 more
wiley   +1 more source

NeoGuider: neoepitope prediction using advanced feature engineering. [PDF]

Genome Med
Zhao X, Wei L, Xie Z, Zhang X.
europepmc   +1 more source

Accelerating Primary Screening of USP8 Inhibitors from Drug Repurposing Databases with Tree‐Based Machine Learning

Advanced Intelligent Discovery, EarlyView.
This study introduces a tree‐based machine learning approach to accelerate USP8 inhibitor discovery. The best‐performing model identified 100 high‐confidence repurposable compounds, half already approved or in clinical trials, and uncovered novel scaffolds not previously studied. These findings offer a solid foundation for rapid experimental follow‐up,
Yik Kwong Ng, Sharon Ai Er Lam, Wei Chun Lim, Hannah Hui Min Toh, Shi Jun Ang   +4 more
wiley   +1 more source

Age-Related Changes in Default Mode Network in Autism Spectrum Disorder: Insights From Effective Connectivity. [PDF]

Hum Brain Mapp
Shafieizadegan S, Shayegh F, Amirfattahi R.   +2 more
europepmc   +1 more source

OXidative Stress PREDictor: A Supervised Learning Approach for Annotating Cellular Oxidative Stress States in Inflammatory Cells

Advanced Intelligent Systems, Volume 7, Issue 3, March 2025.
OxSpred, an eXtreme‐Gradient‐Boosting‐‐based supervised learning model, accurately annotates oxidative stress in innate immune cells at the single‐cell level, providing interpretable embeddings with significant biological relevance. This innovative tool revolutionizes the understanding of innate immune cell functions during inflammation and enhances ...
Po‐Yuan Chen, Tai‐Ming Ko
wiley   +1 more source

Effects of environmental factors on arsenic accumulation in rice under field conditions using a Bayesian state space model. [PDF]

Sci Rep
Ishito K, Akahane I, Kishi S, Baba K, Yamaguchi N, Ono K, Nakamura K, Ishikawa S.   +7 more
europepmc   +1 more source

Probability of default: modelling and backtesting

Basel III introduced the Internal Rating Based (IRB) and IRB-Advanced (IRBA) approaches, which allow banks to use their own internal estimates of risk parameters to calculate the necessary regulatory capital requirements for credit risk. While the IRB approach enable banks to create and utilize sophisticated risk models adapted to their unique ...
openaire   +1 more source