Graduate Medical Education Data in the United States: Availability and Accessibility Across National Organizations. [PDF]
Thelen AE +8 more
europepmc +1 more source
Building the Learning Organizations: the Role of Leaders in the Learning Organizations
The growing demand for managing knowledge resource and developing learning organizations emanates from the increased competition. In a learning organization, an important source of competitive advantage is individual learning and development, coaching and mentoring, support from managers and leaders.
openaire +2 more sources
This study applies machine learning regression to predict chromium layer thickness in decorative trivalent chromium electroplating, using 441 experiments from laboratory‐scale (1L) and pilot‐scale (14L) setups. Tree‐based models, particularly CatBoost, outperformed linear regression by capturing nonlinear parameter interactions (R2$R^2$ up to 0.77 ...
Christoph Baumer +4 more
wiley +1 more source
From "scientific leadership" to sustainable innovation: the shaping mechanism of talent ecosystem and green innovation capability in Chinese knowledge-intensive firms. [PDF]
Liang R.
europepmc +1 more source
A Practical Noise2Noise Denoising Pipeline for High‐Throughput Raman Spectroscopy
A lightweight and reproducible denoising pipeline for high‐throughput Raman spectroscopy is introduced, based on a 1D convolutional autoencoder trained with a Noise2Noise strategy. Using only repeated short‐exposure acquisitions, the method suppresses stochastic noise without reference spectra, enabling reliable spectral reconstruction while preserving
David Martin‐Calle +5 more
wiley +1 more source
Global Learning for Health Equity: Assessing Pilot Grants as a Tool to Advance the Strategy. [PDF]
Rowthorn V, Chambers S, Ogbolu Y.
europepmc +1 more source
New AI‐Assisted Approach for Expanding the Solution Space: Application to Lattice Structure Design
This work introduces an innovative framework for designing structured materials by ex panding the design space through reparameterization of qualitative variables into continuous structural descriptors. Combined with machine‐learning‐based prediction and multi‐objective optimization, the approach enables the discovery of novel lattice architectures ...
G. H. Gahimbare +5 more
wiley +1 more source
Healthcare Quality Systems: International Frameworks, Evaluation and Improvement Strategies. [PDF]
Ntais C, Talias MA.
europepmc +1 more source
Digitalizing electroplating requires both domain knowledge and interoperability. This work introduces PlatOn, a domain ontology for trivalent chromium plating and coating characterization, and a hybrid pipeline that aligns it to a mid‐level reference ontology by combining eight similarity metrics with language model reasoning. Expert‐validated mappings
Janik Harter +10 more
wiley +1 more source
THE IMPACT OF LEARNING ORGANIZATION PRINCIPLES IN ENHANCING ORGANIZATIONAL PERFORMANCE AND QUALITY
This study investigates the impact of learning organization principles on the performance and quality of business operations within organizations in Bosnia and Herzegovina.
Anes Hrnjić +2 more
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