
Diana Filipa Guimarães
I was born in Lisbon, Portugal, in 1983 and graduated from Faculdade de Ciências e Tecnologia Universidade Nova de Lisboa (FCT-UNL) in Physics Engineering in 2006. My undergraduate research consisted in developing and assembly of a specialized X-ray fluorescence spectrometer. This work lead to a Master in Physics Engineering (FCT-UNL, 2007) and a PhD in Atomic Physics (FCT-UNL, 2011) entitled: “Measurement of lead concentration in biological tissues by atomic spectroscopy techniques”.
In 2012, I moved to Albany (New York, USA) as a Postdoc in Analytical Chemistry, to work at the Trace Elements group, Wadsworth Center New York State Department of Health. In the same year I transitioned to a Research Scientist position and became supervisor of the X-ray lab. Here I participated in multiple projects concerning biomonitoring and environmental analysis of trace elements in several matrices (food, cosmetics, medicines, consumer products, human tissues and body fluids) using analytical techniques based on atomic spectrometry, including synchrotron radiation at the Cornell University. I also spent 2 years as a Research Assistant Professor at the University at Albany, State University of New York – School of Public Health, Department of Environmental Health Sciences.
In 2016 I decided to shift my research focus from atomic to nuclear radiation. I moved to Porto, Portugal, and I am currently working at INESC-TEC developing fiber optic sensors to detect the presence of Radon, a radioactive element, in marine environments.
Domains
Projects
FLAPSYS
The main goal of FlaPsys is the development of an advanced spectroscopy system capable of real time element identification and quantification in complex mineral samples. The system is a unique tool enabling detailed study of Lithium Ores from northern Portugal. In the context of critical raw materials and high tech metals, the Portuguese territory presents great potential, both on land where strategic metals (eg. Li) are available, or on the ocean depths where a vast continental platform holds significant mining potential. It is therefore, of strategic National importance to investigate: i) geological processes producing ore deposits of critical metals, lithium, antimony, and rare earth elements (REEs), and ii) utilization of these metals in industrial products. The link between these research topics lies in the need to understand the mechanisms by which such critical metals are transported and stored in liquids, gases, and crystals at scales down to a spatial scale of 1 mm. However, such detailed study, is particularly difficult for light elements such as Li where conventional techniques such as XRF do not work. In this context, the availability of a tool for real time analysis of Li and other strategic metals in complex minerals is of critical importance. Laser induced breakdown spectroscopy (LIBS) is one of the few techniques able to tackle such task with an easy to use system both in the lab and in the field. Nevertheless, while portable LIBS system are starting to be available, their quantification ability is still unreliable. This derives from lack of suitable spectra databases and robust algorithms that are unable to account for matrix effects and super-position of emission bands in complex minerals. FlapSys team, will put forward an innovative approach to LIBS design, supported by a Fiber Laser with unique features, that will enable a higher performance: multi-pulse, compact, high spatial resolution, high speed system, suitable for operation in gas, liquid and solid phase. The team will establish a knowledge database of LIBS spectra, coupled with geochemistry data (electron microscope, Raman, UV-NIR) of reference materials, and artificial intelligence algorithms that will enable a reliable quantitative LIBS tool. Flapsys joins INESC TEC, that will adapt an existing LIBS system recently developed for mining applications in H2020 project VAMOS, and U Porto Geosciences Department, with state of the art geochemistry equipment and access to mining sites in Northern Portugal Prototype validation tests will focus the study of the critical metal: lithium and its ores, and the exploratory analysis of contaminated soils From this project will result a competitive edge for the region and a unique tool in Portugal enabler of highly advanced studies of complex minerals, with potential for much more, from environmental analysis to deep ocean exploration incorporated in autonomous vehicles.
GREENPEG
Publications
Analysing Heavy Metal Contaminants in Wood Wastes using Laser-Induced Breakdown Spectroscopy (LIBS)
Capela, D;Lopesa, T;Ferreira, MFS;Magalhaes, P;Jorge, PAS;Silva, NA;Guimaraes, D;
2024
OPTICAL SENSING AND DETECTION VIII
LIBS imaging as a process control tool in the cork industry
Ferreira, MFS;Oliveira, R;Capela, D;Lopes, T;Marrafa, J;Meneses, P;Oliveira, A;Baptista, C;Gomes, T;Moutinho, S;Coelho, J;da Silva, RN;Guimaraes, D;Silva, NA;Jorge, PAD;
2024
OPTICAL SENSING AND DETECTION VIII
Screening Chromium Contamination in Wood Samples using Laser-Induced Breakdown Spectroscopy Imaging
Guimarães, D;Capela, D;Lones, T;Magalhães, P;Pessanha, S;Jorge, AS;Silva, A;
2024
2024 IEEE Sensors Applications Symposium, SAS 2024 - Proceedings
Multimodal Knowledge Distillation in Spectral Imaging
Lopes, T;Capela, D;Ferreira, MFS;Teixeira, J;Silva, C;Guimaraes, DF;Jorge, PAS;Silva, NA;
2024
OPTICAL SENSING AND DETECTION VIII
Supervised theses
Explaining Software Faults in Source Code
Francisco José Torres Ribeiro
D - 2024
UM-EEUM