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
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
The community‐driven Platform MaterialDigital Core Ontology (PMDco) 3.0 is introduced as a Basic Formal Ontology‐aligned semantic backbone for the processing–structure–properties paradigm in Materials Science and Engineering. Modular engineering, automated releases, and validation workflows are highlighted and key semantic patterns for materials ...
Markus Schilling +15 more
wiley +1 more source
Transforming Clinical Education While Addressing System Gaps: Student Leadership Experiences (SLEs). [PDF]
Binns A +8 more
europepmc +1 more source
Toward a Smart Learning Health System: An Ontology-Based Framework. [PDF]
Ma M, Yu P, Hickman LD.
europepmc +1 more source
Financial dynamics and post-pandemic recovery of a public multidisciplinary hospital in Kazakhstan: a five-year financial case study. [PDF]
Alimbetova M +6 more
europepmc +1 more source
How organizational support drives knowledge worker performance: evidence for dual motivational and cognitive resource pathways. [PDF]
Xiong X, Xiong X.
europepmc +1 more source
Emotional-Social Intelligence Profiles and Adaptive Professional Functioning Among Teachers: A Person-Centered Analysis of School Climate Perception and Conflict Handling. [PDF]
Balázs L.
europepmc +1 more source
Encouraging patient empowerment in a general hospital using e-Health
Floris Kraan +2 more
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