Semblance
High Energy Physics, Ph.D. in Physics from Universidad de Los Andes (Bogotá, Colombia), with a Master's and Bachelor's degree in Physics from the same university. During her doctoral studies, she worked at CERN - Conseil Européen pour la Recherche Nucléaire - (Geneva, Switzerland) on the CMS (Compact Muon Solenoid) experiment as an associate member, investigating Higgs decay in the muon channel. She also worked as a visiting scientist at FNAL - Fermi National Accelerator Laboratory - (Batavia, Illinois), researching Higgs decay in the Z boson + photon channel. Additionally, she was a postdoctoral researcher at the National University of Colombia in the DataLab group, where she worked on quantifying perceptions of safety in urban areas using social networks as a data source, exploring its relationship with crime, and enhancing the interpretability of machine learning (ML) models.
Her main research areas include computational modeling and phenomenological analysis in high-energy physics and its applications, as well as big data, ML, and AI applications in education, smart mobility, energy, and smart cities. She is recognized as a Candidate for the National System of Researchers (SNI) and a Junior Researcher by the Ministry of Science in Colombia, with a research productivity index of H91.
Expertise and Skills
- Higgs Physics
- Particle Physics
- High Energy Physics
- Phenomenology of High Energy Physics
- Experimental Particle Physics
- Simulation in Physics
- Computational Physics
- Data Science
Academic Publications
- Erratum: Measurement of prompt and nonprompt charmonium suppression in PbPb collisions at 5.02 TeV
- Measurement of prompt and nonprompt charmonium suppression in PbPb collisions at 5.02 TeV (vol 78, 509, 2018)
- Search for heavy Higgs bosons decaying to a top quark pair in proton-proton collisions at root s= 13 TeV (vol 04, 171, 2020)
- Prediction based on time-series of aggressive behaviors. A case study Bogotá, Colombia
- Highly sessional aggressive behaviors link to temporal dynamics shared across space
- The phase-2 upgrade of the CMS tracker
- Quantifying perception of security through social media and its relationship with crime
- Measurement of the differential inclusive B+ hadron cross sections in pp collisions at
- Studies of inclusive four-jet production with two
- Measurement of the azimuthal anisotropy of and mesons in PbPb collisions at sNN= 5.02 TeV
- Interpretability Of The Perception Of Security Based On Tweets Content
- Measurement of the Z boson differential production cross section using its invisible decay mode (Z → ) in proton-proton collisions at = 13 TeV
- Angular analysis of the decay B+ → K∗(892)+μ+μ− in proton-proton collisions at = 8 TeV
- Search for dark matter produced in association with a leptonically decaying boson in proton–proton collisions at
- Observation of electroweak production of Wγ with two jets in proton-proton collisions at s= 13 TeV