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
Advancing vaccine manufacturing in Africa: a new era for immunisation programmes towards self-sufficiency. [PDF]
Wirsiy FS +7 more
europepmc +1 more source
Sustainable Earnings among Immigrants, and the Role of Health Status for Self-Sufficiency: A 10-Year Follow-Up Study of Labour Immigrants and Refugees to Sweden 2000-2006. [PDF]
Helgesson M +5 more
europepmc +1 more source
The impact of climate change on Korea's agricultural sector under the national self-sufficiency policy. [PDF]
Kim S, Eom J, Zhang Y, Waldhoff S.
europepmc +1 more source
Food self-sufficiency: Managing the newly-opened tidal paddy fields for rice farming in Indonesia (A case study in West Kalimantan, Indonesia). [PDF]
Hatta M +11 more
europepmc +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
Self-sufficiency in the healthcare workforce: a system dynamics model of the domestic and foreign educated nursing and midwifery workforce in Ireland. [PDF]
Hynes T +3 more
europepmc +1 more source
Occurrence of Psychiatric Disorders, Self-Sufficiency Problems and Adverse Childhood Experiences in a Population Suspected of Violent Extremism. [PDF]
Grimbergen C, Fassaert T.
europepmc +1 more source
An explicit constitutive reconstruction framework enables accurate tensile characterization of miniaturized additively manufactured specimens using only the grip‐to‐grip displacement measurements. Progressive validation through self‐consistency, analytical comparison, and inverse finite element method (iFEM) benchmarking demonstrates constitutive ...
Junqing Leng +4 more
wiley +1 more source
Gap between national food production and food-based dietary guidance highlights lack of national self-sufficiency. [PDF]
Stehl J +4 more
europepmc +1 more source

