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
Evolution Mechanisms of Microstructure and Performance of Aluminum Alloy Thin-Walled Components Repaired by FrictionStir Spot Welding. [PDF]
Ye X, Zhang J, Liu Y, Pang Q, Li 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
Case Report: Sacroiliitis and Long-Term Effects on Bones and Joints Following Isotretinoin Use. [PDF]
Aamar S, Aamar E, Simanovsky N.
europepmc +1 more source
In situ synchrotron high‐energy X‐ray diffraction reveals the real‐time high‐temperature phase evolution of a ternary V‐9Si‐6.5B alloy. The study uncovers a kinetically delayed V5SiB2 → V8SiB4 transformation governed by massive structural and chemical barriers.
Zahra Sabeti +4 more
wiley +1 more source
Experimental Investigation on Hybrid Steel-Grout Vertical Joints with Steel Anchor Rings for Precast Concrete Shear Walls. [PDF]
Li Z, Cui B, Han X, Peng Z, Wu Z.
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
Frictional behaviour of steel-steel and steel-concrete contact surfaces for offshore slip joint applications. [PDF]
Joachim L, Ma W, Oettel V.
europepmc +1 more source
EVIDENCE-BASED REVIEW & RECOMMENDATIONS FROM THE BRAZILIAN SOCIETY OF SHOULDER AND ELBOW SURGERY: BANKART REPAIR WITH REMPLISSAGE FOR RECURRENT GLENOHUMERAL INSTABILITY WITH BONE LOSS. [PDF]
Zanesco L +7 more
europepmc +1 more source
Medial Subtalar Joint Dislocation in an 18-Year-Old Athlete with Pes Planus: Beyond A Simple Misstep. [PDF]
Mathew AV +4 more
europepmc +1 more source

