Audio analysis: measuring heart rate and classifying heart sounds
Heart sounds are used by medical doctors to assess the heart condition. A normal heart beat has two main sounds, S1 and S2. Abnormal, missing or extra
sounds may be an indication of heart problems. In this project, machine learning algorithms will be used to detect the S1, S2 sounds, as well as
abnormal and extra sounds, in order to measure the heart beat rate and to classify the heart sounds.
Experiência : CCMC
Local : Coimbra
Supervisor(s) : Filipe Veloso, Ricardo Gonçalo
Email : filipe.veloso@coimbra.lip.pt
Vagas : 3
Duração/Datas : June - July
Characterization of state-of-the-art instrumentaion for timing RPCs detectors
timing Resistive Plate Chambers are large area detectors with good efficiency and excellent timing precision. They are capable to timing tag charged particles with a precision down to around 50 ps. To exploit this precision the Front End Electronic (FEE) and Data Acquisition System (DAQ), should contribute significantly less in order to do not degrade the timing precision. In this internship, we will characterize, mainly in term of timing precision, a state or the art DAQ (http://trb.gsi.de/), which incorporate FPGA-TDC based technology, and different high resolution FEE used in different RPC setups.
At the end of the internship, we will characterize a working setup. A small four-plane RPC telescope, designed for precise cosmic ray measurements, equipped with the aforementioned DAQ and one of the FEEs under study.
The students will become familiar and in close contact with the necessary instrumentation (oscilloscopes, multimeters, power supplies, TDCs, ....) and software (daq control, data unpackers, calibration).
Experiência : RPC
Local : Coimbra
Supervisor(s) : Alberto Blanco
Email : alberto@coimbra.lip.pt
Vagas : 3
Duração/Datas : Julho-Setembro
Desenvolvimento de ferramentas de análise para uma câmara de nevoeiro
A forma como a informação resultante da interacção de partículas/radiação é recolhida e tratada nos detectores (desde TACs usados em medicina até ao ATLAS no CERN) é quase sempre complexa e difícil de interpretar por público não especializado, nomeadamente jovens em idade escolar. Para tentar ultrapassar este iato, recorremos a tecnologia simples e construímos uma câmara de nevoeiro, que é um dos poucos tipos de detector que permite ver a olho nú o resultado da passagem de partículas carregadas em tempo real - e não apenas através de um ecrã de computador. No LIP Coimbra foi desenvolvida e construída uma câmara de nevoeiro para reforçar as atividades de divulgação científica e promover conhecimentos sobre radioatividade e física de partículas. Esta câmara está equipada com um sistema computadorizado de controlo dos parâmetros de funcionamento bem como uma câmara de vídeo para captura das imagens dos traços para armazenamento e análise. Neste projecto, os alunos irão trabalhar com a câmara de nevoeiro acima referida e desenvolver todas as ferramentas necessárias para extração de informação dos traços das partículas e da sua interpretação (à semelhança do que é feito nas grandes experiências), em detalhe: Identificação automática usando ferramentas de visão computacional dos traços de partículas e sua parametrização (e.g. comprimento, densidade do nevoeiro, identificação de vértices); Optimização dos parâmetros de funcionamento da câmara para garantir a melhor qualidade possível dos traços; Extração de parâmetros físicos dos traços guardados (e.g. curva de Bragg), e; Usar as ferramentas desenvolvidas para construção de um módulo para acompanhar a câmara de nevoeiro em actividades de divulgação científica com o objectivo de ilustrar todo o processo envolvido na obtenção de resultados experimentais em física. As actividades irão ser desenvolvidas no LIP Coimbra. Os alunos vão aprender os conceitos básicos das seguintes áreas: Física de partículas, radioatividade e interacção da radiação com matéria; Sistemas de monitorização e controlo; Processamento da imagem e visão computacional, e; Análise de dados.
Experiência : CCMC
Local : Coimbra
Supervisor(s) : Francisco Neves, Filipe Veloso e Vladimir Solovov
Email : francisco.neves@coimbra.lip.pt
Vagas : 3
Duração/Datas : Julho ou Setembro
Participação no desenvolvimento de um conceito inovador de detetor de neutrões
A nova geração de instrumentos de neutrões a instalar na ESS-European Spallation Source (a maior infraestrutura científica e tecnológica atualmente em construção na Europa), bem como em outras instalações já existentes e em futuras fontes de espalhamento, exige o desenvolvimento de novos detetores de neutrões de elevada eficiência, elevada taxa de contagem, e alta resolução espacial e temporal. Em colaboração com investigadores do Heinz Maier-Leibnitz (FRM II) na Alemanha, do ISIS Neutron and Muon Source na Inglaterra e da ESS na Suécia, estamos a desenvolver no LIP, em Coimbra, um conceito inovador de detetor para neutrões lentos e térmicos com capacidade de leitura a 4D (XYZ e tempo), para aplicações de difração/reflectometria de neutrões e imagiologia de neutrões resolvida no tempo. O novo conceito, nRPC-4D, combina duas tecnologias: t-RPC (câmara de placas resistivas temporizadas) desenvolvidas para aplicações à física de altas energias, e conversores de neutrões. Dada a sua notável capacidade de sincronização, combinada com alta resolução espacial, os detetores nRPC-4D apresentam um elevado potencial para gerar inovação, como por exemplo na introdução de novos métodos de imagiologia com neutrões resolvidos no tempo e na energia. Os alunos participarão em estudos experimentais de um detetor protótipo que está atualmente a ser construído, envolvendo testes com fontes radioativas, recolha de dados e sua análise, tendo em vista a caraterização e aperfeiçoamento do protótipo. Os alunos terão também a oportunidade de contactar com os trabalhos de investigação em curso no grupo envolvendo, por exemplo, simulação e otimização de detetores de neutrões.
Experiência : nDet
Local : Coimbra
Supervisor(s) : Luís Margato and Andrey Morozov
Email : margato@coimbra.lip.pt
Vagas : 2
Duração/Datas : July and September
First Measurements with a scintillating fibre microdosimeter
In radiotherapy, a long time necessity is the description of interactions
and biological effects of ionizing radiation at a cellular level. This is
the objective of a multidisciplinary field called radiobiology. From
radiobiology studies, it is possible to understand how different radiation
types compare to each other when it comes to their biological effect.
The literature shows that to have a proper correlation between the dosimetric
measurements and the biological effects it is necessary to have a dose
distribution map at a submillimeter scale. For this purpose, the Dosimetry
group of LIP has been developing a detector that utilizes scintillating
optical fibres. This way it is possible to take advantage of the optical
fibre`s small size and develop a detector with good spatial resolution.
In this internship, the successful candidate will participate in optical
fibres characterization, dosimeter prototype irradiations and calibration.
Paired with the instrumentation work with Monte Carlo simulations (FLUKA).
Basic programming and computational knowledge (C++, Python, Linux) will be
necessary but not a mandatory requirement.
Experiência : RADART
Local : Lisboa
Supervisor(s) : Joao Gentil Saraiva, Duarte Guerreiro
Email : gentil@lip.pt
Vagas : 1
Duração/Datas : July-Sptember
Measuring the Sky
If you open your hand, you’ll get around 400 highly energetic muons per minute. Shoud you be worried? What are these cosmic particles and how do you measure them? In this intership we’ll simulate these particles in Geant4, a toolkit for the simulation of the passage of particles through matter, and build a detector able to detect them. These experimental results will be compared with your simulation giving you the full experimental physics package!
Experiência : NUC-RIA
Local : Lisboa
Supervisor(s) : Tomás Sousa and Pamela Teubig
Email : tsousa@lip.pt
Vagas : 1
Duração/Datas : 1st June until 15th of September
Novos materiais cintilantes para futuros detectores de partículas
Os materiais plásticos cintilantes são muito utilizados na detecção de partículas em experiências de Física Nuclear e de Altas Energias - a radiação ionizante excita o material, que emite luz através de cintilação em quantidade proporcional à energia depositada pela partícula a medir. Este projecto visa a investigação de materiais orgânicos compostos por PET (Tereftalato de Polietileno) e PEN (Naftalato de Polietileno), potencialmente mais luminosos e com maior longevidade, que respondam aos requisitos de experiências futuras tais como as do Futuro Colisionador Circular do CERN. O trabalho é desenvolvido numa colaboração entre o LIP e o Instituto de Polímeros e Compósitos (IPC) da UMinho, com recurso a técnicas de manufactura industrializáveis.
Este estágio irá permitir investigar técnicas de manufactura de placas cintilantes de base polimérica e estudar as propriedades de cintilação de diferentes materiais. Pequenas placas cintilantes (30x30x2mm3) serão produzidas no IPC através de extrusão e injecção de molde de PET, PEN e de misturas de PET/PEN em diferentes proporções. Estas amostras serão caracterizadas em termos das propriedades ópticas e de cintilação (resposta luminosa, espectro de emissão, transparência) no LOMaC. O objectivo é optimizar a composição material da amostra e a técnica de manufactura.
Experiência : LOMaC
Local : Lisboa
Supervisor(s) : Rute Pedro, Agostinho Gomes
Email : rute@lip.pt
Vagas : 1
Duração/Datas : July and 1 to 15 Septemberune 15 to September 15
nRPC simulation with TOPAS
Neutron detectors are commonly made with 3He, a gas that is now expensive and difficult to obtain. In this sense, new detectors are required to meet the demands of neutron facilities worldwide. Resistive Plate Chambers (RPCs) are gaseous detectors widely used for large area detectors with applications in several fields, such as High Energy Physics or Astroparticle Physics. Some of the major advantages of these detectors are their simple structure, low price, good spatial resolution and fast timing. Furthermore, their layer configuration makes the design of the detector flexible. Up to now, RPCs have never been used to construct any neutron detector with both good resolution and spatial efficiency. Some modifications to the existing RPCs are required in order to detect neutrons. The goal of this internship is to study the efficiency of an RPC for detecting neutrons. This will be done by implementing an RPC using TOPAS, an advanced Monte Carlo simulation code that extends the Geant4 Simulation Toolkit.
Experiência : NUC-RIA
Local : Lisboa
Supervisor(s) : Rita Pestana, Daniel Galaviz
Email : ritapestana@lip.pt
Vagas : 1
Duração/Datas : July - September
Performance of microdosimetric detectors using Monte-Carlo
The development of instruments that can make direct micrometric measurements of the effects of radiation on healthy tissue and cancer cells is of great importance. Improving and increasing the available techniques for this purpose is of great interest. The project aims the development of Monte-Carlo (MC) simulations (Geant4/TOPAS) to use as baselines for laboratory developments.
The first task is the study of the performance of cladless scintillating optical microfibers (1 – 10 um). These are 20 times lower than the currently commercially available cladded fibres. It is so purposed to describe using MC the dependence of the fibre response on doping agents, the role of cladded vs cladless in the optimization of light collection and the resulting impact on spatial resolution in closed pack structures of micrometric fibre.
The second study is on the dependence of doping agents in Al2O3 crystals for particle/radiation detection. Al2O3 crystals are already used to achieve a more detailed description of the energy deposition and even identify particles. The crystal`s particular ability is a consequence of using specific doping agents (atoms). In this preliminary study, the goal is to perform a comparative analysis of the particle/radiation`s interaction probability and interaction types (i.e., gamma, electrons, neutrons, protons, ions) in crystals of Al2O3 with different doping agents.
The student will become familiar with the Monte Carlo simulation tools and will have the opportunity to work closely with similar ongoing research work in this investigation group. Basic knowledge of C++ programming and Linux OS is required, and a lot of enthusiasm and interest will be beneficial to the final results. A base code is given to the students to start their research work, adding still the guarantee of the team support throughout the project.
Experiência : RADART
Local : Lisboa
Supervisor(s) : Joao Gentil Saraiva, Cristiana Rodrigues
Email : gentil@lip.pt
Vagas : 2
Duração/Datas : July-September
Simulating cellular response to radiation
The simulation of ionising radiation and their impact on cellular response remains an area of intense research. Within this internship, the work will focus on the modelling of ionising radiation and the induced cellular damage. This will be done by using TOPAS, an advanced Monte Carlo simulation code that extends the Geant4 Simulation Toolkit to describe interactions of primary particles, secondary particles, and radiolysis products within the nucleus.
Experiência : RADART
Local : Lisboa
Supervisor(s) : Pamela Teubig, Carina Coelho, Rita Pestana and Lia Pereira
Email : pteubig@lip.pt
Vagas : 3
Duração/Datas : 1st July until 15th of September
Study of new scintillator samples for future detectors
Organic scintillators with novel polymeric substrates are being developed in collaboration with the Institute for Polymers and Composites of the Minho University towards the design of detectors for future collider experiments. Radiation hardness and large scintillation light output of the materials are two critical points to optimize since the combination of these factors determine the lifetime and applicability of the scintillators.
This project will focus on the optical characterisation of the produced scintillator samples, measuring their light response, emission and absorption spectra, light attenuation length. The student will also contribute to the development and assembly of a new instrument for the measurement of the absolute light yield. The work will be carried out at LIP`s Laboratory of Optics and Scintillating Materials.
Experiência : LOMaC
Local : Lisboa
Supervisor(s) : Rute Pedro, Agostinho Gomes, João Gentil
Email : rute@lip.pt
Vagas : 1
Duração/Datas : 15 June to 15 September
Target preparation at FCUL
Targets are fundamental part of any nuclear physics experiment. Important aspects are properties like thickness, mechanical stability and composition. Within this internship, targets will be prepared using thermal evaporation at the evaporator laboratory situated at FCUL. Characterisation will be carried out by alpha particle E-loss transmission and/or Rutherford Backscattering Spectrometry techniques. The experimental results from the characterisation will be compared to simulation codes.
Experiência : NUC-RIA
Local : Lisboa
Supervisor(s) : Pamela Teubig and Ricardo Pires
Email : pteubig@lip.pt
Vagas : 2
Duração/Datas : 1st July until 15th of September
Upgrade of the ATLAS Tile Calorimeter High Voltage System
The upgrade of the ATLAS detector to work at the high-luminosity LHC (HL-LHC) implies the replacement of all the electronics of the Tilecal hadronic calorimeter, including the high voltage (HV) system that feeds the 10000 Tilecal photomultipliers, as the existing HV system is not able to survive in the radiation environment predicted for the HL-LHC.
The new high voltage system will be located outside the detector in an area not exposed to radiation, and consists of high voltage regulator and distributor cards and high voltage DC-DC converter cards that produce the primary HV (HV supplies). To take the HV to the detector, cables of about 100 meters in length will be used, and inside the detector the HV will be distributed by Hvbus distribution cards. The new HV system is being developed at LIP.
The last prototype boards are being designed and tested. The boards will be tested on the existing crate prototype, using specific software developed for the respective control and monitoring. At this project, the performance of the various prototypes will be evaluated.
Experiência : ATLAS
Local : Lisboa
Supervisor(s) : Agostinho Gomes, Guiomar Evans, Luis Gurriana
Email : agomes@lip.pt
Vagas : 1
Duração/Datas : mainly July, some flexibility ~1 week before and after
Using Big Data to Study Geographical Variation in Antibiotic Prescription
The rise of antimicrobial resistance (AMR) represents one of the major threats to human health, food safety, and the economy. The factors behind its emergence and maintenance remain poorly understood, but the widespread societal use of antibiotics is very likely to be one of the major drivers of such resistance. Country-wide prescription data, provided by the Portuguese Health Ministry (through the SPMS), has been analyzed by our group in the past few years and we have been observing large variations in prescription rates depending on location, medical specialties, and age of the patient, among others. With this study we intend to clarify whether there is a greater risk of being prescribed an antibiotic, adjusting for factors such as gender and age of the population, depending on the region where the person lives. With a database of five years (2017 to 2021) of all prescription data, a comparative analysis before and after the COVID-19 pandemic will also reflect if the problem has worsened, leading to an increase in antibiotic prescriptions, or if it led to an overall decrease in antibiotic consumption. To accomplish the work proposed, the student will become familiar with epidemiological data, as well as with non-traditional health data sources, like Google Trends API, that reflect human behavior. The student will be involved in data extraction from existing databases, curation of a large volume of data in order to produce spatial data analysis, data collection to complement existing datasets, and statistical analysis.
Experiência : SPAC
Local : Lisboa
Supervisor(s) : Sara Mesquita e Irma Varela-Lasheras
Email : smesquita@lip.pt
Vagas : 1
Duração/Datas : July-September
Autoencoders as a tool for unsupervised searches at the LHC
The use of autoencoders will be explored in the context of generic searches in hadronic colliders, namely at the LHC. A systematic study of the latent space, as well as of the architecture of the networks will be done in order to maximise the sensitivity to phenomena beyond the Standard Model.
Experiência : SimBigDat
Local : Minho
Supervisor(s) : Nuno Castro e Miguel Romão
Email : nfcastro@lip.pt
Vagas : 1
Duração/Datas : Julho - Agosto
Quantum computing and quantum machine learning at High Energy Physics
The selected students will develop a project on the use of quantum machine learning for the analysis of LHC data.
Experiência : SimBigDat
Local : Minho
Supervisor(s) : Nuno Castro and Miguel Romão
Email : nuno.castro@cern.ch
Vagas : 2
Duração/Datas : June-July 2022