Neural networks for rapid phase quantification of cultural heritage X-ray powder diffraction data

V Poline, RRPPR Purohit, P Bordet… - Journal of Applied …, 2024 - journals.iucr.org
Recent developments in synchrotron radiation facilities have increased the amount of data
generated during acquisitions considerably, requiring fast and efficient data processing …

[HTML][HTML] X-ray computed tomography for 3D crystallization monitoring: A use case with paracetamol

S Clercq, J Vicente, P Moulin - Journal of Crystal Growth, 2024 - Elsevier
This work highlights the capabilities and limits of X-ray computed tomography in
crystallization monitoring through a use case involving paracetamol as the solute …

Application of non-destructive testing methods for assessing fracture resistance in dental ceramics: the sound harvesting test

C Haddad, J Gebran, A El Zoghbi - Frontiers in Dental Medicine, 2024 - frontiersin.org
Introduction Evaluating the fracture resistance of dental ceramics such as monolithic zirconia
crowns is crucial for assessing their durability. Conventional destructive laboratory tests …

[PDF][PDF] 4.6: Synchrotron Small Angle X-Ray Scattering–Perspectives of Machine Learning

P Fratzl - Roadmap on Data-Centric Materials Science, 2024 - arxiv.org
X-ray scattering and diffraction pertain to a major set of techniques to characterize the
structure of materials at the nanoscale. Small-angle x-ray scattering (SAXS), in particular …

Nanostructural Cell Wall Changes Due to Thermal Degradation in Wood

NZ Plaza, LE Hasburgh, L Yang, NJ Bechle - … Scientific Conference on …, 2024 - Springer
Pyrolysis of wood involves the thermal degradation of the wood polymers and the formation
of char. Understanding how char forms, particularly, in terms of the nano-structural changes …

X-ray Chemical Imaging of Mn-doped Co/TiO2 Pellets reveals the significance of Cobalt Carbide Formation and Distribution on CO conversion and Alcohol Selectivity …

A Beale, D Farooq, M Potter, S Stockenhuber… - 2024 - researchsquare.com
X-ray diffraction/scattering computed tomography (XRS-CT) were used to create 2D images,
with 20 µm resolution, of passivated Co/TiO 2/Mn Fischer Tropsch catalyst extrudates post …

Improved reconstruction and classification performance in a hybrid CT+ XRD explosives detection system

T Richmond, D Pike, E Franco… - … and Imaging with X …, 2024 - spiedigitallibrary.org
Identifying and intercepting prohibited items and explosives is a critical focus of aviation
security. While computed tomography (CT) systems represent the industry standard for …

[PDF][PDF] Section 4: Material Discovery and Applications

TAR Purcell, LM Ghiringhelli, C Carbogno… - Roadmap on Data-Centric … - arxiv.org
Computational, high-throughput materials discovery is seen as a promising route to advance
a myriad of technologies including batteries [1], renewable energy [2], and pharmaceuticals …

Section 4.3–Applications of Machine Learning in the Acquisition of and Knowledge Extraction from Experimental Data with a Focus on Electron Microscopy

M Schloz, A Gladyshev, M Zhao, T Kosch… - Roadmap on Data … - iopscience.iop.org
The success of inherently data-based machine learning (ML) in materials science can also
be observed in its sub-field of structure research through (scanning) transmission electron …