GEMTELLIGENCE: Accelerating gemstone classification with deep learning

T Bendinelli, L Biggio, D Nyfeler, A Ghosh… - Communications …, 2024 - nature.com
The value of luxury goods, particularly investment-grade gemstones, is influenced by their
origin and authenticity, often resulting in differences worth millions of dollars. Traditional …

Environmental assessment in fine jewelry in the US-Mexico's Paso del Norte region: A qualitative study via X-ray fluorescence spectroscopy

M Lerma, J Cantu, KS Banu… - Science of The Total …, 2023 - Elsevier
Heavy metal contamination in raw materials has spread widely in the United States. The
high increased number of recalls in consumer products and the lack of stricter regulations in …

[PDF][PDF] Trace elements in Thai gem corundums

S Saminpanya, DAC Manning, GTR Droop… - JOURNAL OF …, 2003 - researchgate.net
Thai gem corundums fall into two discrete populations on the basis of their trace element
fingerprinting. Sapphires are rich in Ga (up to 0.101 wt% Ga2O3) and poor in Cr (< 0.053 …

Geographical origin classification of gem corundum using elemental fingerprint analysis by laser ablation inductively coupled plasma mass spectrometry

MM Pornwilard, R Hansawek, J Shiowatana… - International Journal of …, 2011 - Elsevier
Laser ablation inductively coupled plasma mass spectrometry (LA-ICP-MS) was applied to
study source identification by using elemental fingerprint analysis combined with the use of …

Raman studies on zoisite and tanzanite for gemmological applications

A Coccato, D Bersani, MC Caggiani… - Journal of Raman …, 2022 - Wiley Online Library
Tanzanite is the blue to violet‐blue variety of the sorosilicate zoisite; its colour is due to
vanadium substitution of aluminium in the octahedral sites and is proved to appear after …

An Oily Endeavor: Teaching Excitation–Emission Matrix Using the Fluorescence Fingerprints of Olive Oils

T Shen, D Tan, JFR Lee, EY Bong… - Journal of Chemical …, 2022 - ACS Publications
Knowledge related to photochemistry has been gradually introduced as a part of chemistry
courses at both undergraduate and postgraduate levels. However, due to their complex …

Portable XRF: a tool for the study of corundum gems

G Barone, P Mazzoleni, D Bersani, S Raneri - Open Archaeology, 2017 - degruyter.com
Origin of gemstones is a key aspect not only in gemological field but also in Cultural
Heritage studies, for the correct evaluation of precious artifacts. The studies on gems require …

Investigating the colour of spinel: 1. Red gem-quality spinels (“balas”) from Ratnapura (Sri Lanka)

A Gorghinian, A Mottana, A Rossi, FM Oltean… - Rendiconti Lincei, 2013 - Springer
The rationale of red colour in spinel was studied by an energy dispersive X-ray
microfluorescence apparatus (μ-EDXRF), equipped with the Kumakhov polycapillary …

Atomic Spectrometry Update. X-ray fluorescence spectrometry

PJ Potts, AT Ellis, P Kregsamer, J Marshall… - Journal of Analytical …, 2001 - pubs.rsc.org
This annual review of X-ray fluorescence covers developments over the period 2000–2001
in instrumentation and detectors, matrix correction and spectrum analysis software, X-ray …

Methods and systems for analyzing samples

CE McManus, JW Dowe III, TM Likes… - US Patent …, 2014 - Google Patents
This disclosure relates to a method for analyzing a sample of material. The method includes
(a) converting a portion of the sample into a plasma multiple times;(b) recording a spectrum …