A review of machine learning in geochemistry and cosmochemistry: Method improvements and applications
The development of analytical and computational techniques and growing scientific funds
collectively contribute to the rapid accumulation of geoscience data. The massive amount of …
collectively contribute to the rapid accumulation of geoscience data. The massive amount of …
Silicate melt inclusions in the new millennium: A review of recommended practices for preparation, analysis, and data presentation
Mineral-hosted melt inclusions have become an important source of information on
magmatic processes. As the number of melt inclusion studies increases, so does the need to …
magmatic processes. As the number of melt inclusion studies increases, so does the need to …
Understanding X-ray absorption spectra by means of descriptors and machine learning algorithms
X-ray absorption near-edge structure (XANES) spectra are the fingerprint of the local atomic
and electronic structures around the absorbing atom. However, the quantitative analysis of …
and electronic structures around the absorbing atom. However, the quantitative analysis of …
Determination of Fe3+/ΣFe of XANES basaltic glass standards by Mössbauer spectroscopy and its application to the oxidation state of iron in MORB
To improve the accuracy of X-ray absorption near-edge structure (XANES) calibrations for
the Fe 3+/ΣFe ratio in basaltic glasses, we reevaluated the Fe 3+/ΣFe ratios of glasses used …
the Fe 3+/ΣFe ratio in basaltic glasses, we reevaluated the Fe 3+/ΣFe ratios of glasses used …
X-ray absorption fine structure (XAFS) studies of oxide glasses—a 45-year overview
VR Mastelaro, ED Zanotto - Materials, 2018 - mdpi.com
X-ray Absorption Fine Structure (XAFS) spectroscopy has been widely used to characterize
the short-range order of glassy materials since the theoretical basis was established 45 …
the short-range order of glassy materials since the theoretical basis was established 45 …
Improving the reliability of Fe-and S-XANES measurements in silicate glasses: correcting beam damage and identifying Fe-oxide nanolites in hydrous and anhydrous …
The redox state of silicate melts influences crystallization, element partitioning, and
degassing behavior. Synchrotron-based micro-X-ray absorption near edge structure …
degassing behavior. Synchrotron-based micro-X-ray absorption near edge structure …
The absorption indicatrix as an empirical model to describe anisotropy in X-ray absorption spectra of pyroxenes
Anisotropic absorption in crystals is routinely observed in many spectroscopic methods and
is recognized in visible light optics as pleochroism in crystalline materials. As with other …
is recognized in visible light optics as pleochroism in crystalline materials. As with other …
GeoSoilEnviroCARS (Sector 13) at the Advanced Photon Source: a comprehensive synchrotron radiation facility for Earth science research at ambient and extreme …
SR Sutton, ML Rivers, S Chariton, PJ Eng… - Physics and Chemistry …, 2022 - Springer
GeoSoilEnviroCARS (GSECARS) is a comprehensive analytical laboratory for Earth and
environmental science research using X-ray beams from the Advanced Photon Source …
environmental science research using X-ray beams from the Advanced Photon Source …
Use of multivariate analysis for synchrotron micro-XANES analysis of iron valence state in amphiboles
Abstract Microanalysis of Fe3+/∑ Fe in geological samples using synchrotron-based X-ray
absorption spectroscopy has become routine since the introduction of standards and model …
absorption spectroscopy has become routine since the introduction of standards and model …
Oxybarometry and valence quantification based on microscale X-ray absorption fine structure (XAFS) spectroscopy of multivalent elements
X-ray absorption fine structure (XAFS) spectroscopy has proven to be a valuable tool in
defining valence states of multivalent elements in minerals and glasses that can then be …
defining valence states of multivalent elements in minerals and glasses that can then be …