Emanuel Mendes Gouveia

Professor Convidado

Emanuel Mendes Gouveia

Professor Convidado

Bio

Recebeu o doutoramento em Física em 2021, pela Universidade do Minho. Estudou as propriedades da interacção entre o quark top e o bosão de Higgs, analisando dados recolhidos pela experiência ATLAS no CERN.

De 2021 a 2024, trabalhou como cientista de dados no DTx CoLab, em vários projetos no âmbito da transformação digital, com entrega de protótipos de sistemas assentes em dados a parceiros industriais. Durante parte deste período, coordenou o grupo de Data Science e Machine Learning.

Desde 2024, é docente e investigador na Universidade Católica Portuguesa, em Braga.

Os seus interesses de investigação principais são aprendizagem automática eficiente em dados e aprendizagem automática informada pelo domínio. Em particular, tem interesse em métodos que tornem as redes neuronais mais eficientes em dados, tirando partido de dinâmicas e simetrias conhecidas do domínio. Estes incluem aprendizagem auto-supervisionada, redes equivariantes, redes neuronais informadas pela física e técnicas de aumento de dados. Tem, ainda, interesse em aplicações destes métodos a problemas na ciência e na indústria.

Publicações

Artigo

$CP$ Properties of Higgs Boson Interactions with Top Quarks in the $t\bar{t}H$ and $tH$ Processes Using $H \rightarrow \gamma\gamma$ with the ATLAS Detector

Emanuel Mendes Gouveia (with Georges Aad). 2020. Phys.Rev.Lett.

UCP2 Mental Health: Novas iniciativas para cultivar a saúde mental

Universidade Católica tem de apresentar contributos de fé para a construção do mundo

Católica Braga organiza simpósio EWODOR 2025

Emanuel Mendes Gouveia

Emanuel Mendes Gouveia

Bio

$CP$ Properties of Higgs Boson Interactions with Top Quarks in the $t\bar{t}H$ and $tH$ Processes Using $H \rightarrow \gamma\gamma$ with the ATLAS Detector

$Z$ boson production in Pb+Pb collisions at $\sqrt{s_{\textrm{NN}}}$= 5.02 TeV measured by the ATLAS experiment

A detailed map of Higgs boson interactions by the ATLAS experiment ten years after the discovery

A search for an unexpected asymmetry in the production of e+μ− and e−μ+ pairs in proton–proton collisions recorded by the ATLAS detector at s=13 TeV

A search for heavy Higgs bosons decaying into vector bosons in same-sign two-lepton final states in pp collisions at $ \sqrt{s} $ = 13 TeV with the ATLAS detector

A search for lepton-flavor-violating decays of the $Z$ boson into a $\tau$-lepton and a light lepton with the ATLAS detector

A search for new resonances in multiple final states with a high transverse momentum $Z$ boson in $\sqrt{s}=13$ TeV $pp$ collisions with the ATLAS detector

A search for pairs of highly collimated photon-jets in $pp$ collisions at $\sqrt{s}$ = 13 TeV with the ATLAS detector

A search for the $Z\gamma$ decay mode of the Higgs boson in $pp$ collisions at $\sqrt{s}$ = 13 TeV with the ATLAS detector

A search for the decays of stopped long-lived particles at $ \sqrt{\mathrm{s}} $ = 13 TeV with the ATLAS detector

A search for the dimuon decay of the Standard Model Higgs boson with the ATLAS detector

A strategy for a general search for new phenomena using data-derived signal regions and its application within the ATLAS experiment

Alignment of the ATLAS Inner Detector in Run-2

Anomaly detection search for new resonances decaying into a Higgs boson and a generic new particle $X$ in hadronic final states using $\sqrt{s} = 13$ TeV $pp$ collisions with the ATLAS detector

ATLAS b-jet identification performance and efficiency measurement with tt¯ events in pp collisions at √s=13 TeV

ATLAS Collaboration

ATLAS data quality operations and performance for 2015–2018 data-taking

ATLAS flavour-tagging algorithms for the LHC Run 2 pp collision dataset

AtlFast3: The Next Generation of Fast Simulation in ATLAS

Calibration of the light-flavour jet mistagging efficiency of the b-tagging algorithms with Z+jets events using 139 $\textrm{fb}^{-1}$ of ATLAS proton–proton collision data at $\sqrt{s} = 13$ TeV

Combination of searches for heavy resonances decaying into bosonic and leptonic final states using 36 fb$^{-1}$ of proton-proton collision data at $\sqrt{s} = 13$ TeV with the ATLAS detector

Combination of searches for Higgs boson pairs in $pp$ collisions at $\sqrt{s} = $13 TeV with the ATLAS detector

Combination of searches for invisible Higgs boson decays with the ATLAS experiment

Combination of the searches for pair-produced vector-like partners of the third-generation quarks at $\sqrt{s} =$ 13 TeV with the ATLAS detector

Combination of the W boson polarization measurements in top quark decays using ATLAS and CMS data at $\sqrt{s} =$ 8 TeV

Combinations of single-top-quark production cross-section measurements and |f$_{LV}$V$_{tb}$| determinations at $ \sqrt{s} $ = 7 and 8 TeV with the ATLAS and CMS experiments

Combined measurement of differential and total cross sections in the $H \rightarrow \gamma \gamma$ and the $H \rightarrow ZZ^* \rightarrow 4\ell$ decay channels at $\sqrt{s} = 13$ TeV with the ATLAS detector

Combined measurements of Higgs boson production and decay using up to $80$ fb$^{-1}$ of proton-proton collision data at $\sqrt{s}=$ 13 TeV collected with the ATLAS experiment

Comparison of Fragmentation Functions for Jets Dominated by Light Quarks and Gluons from $pp$ and Pb+Pb Collisions in ATLAS

Configuration and performance of the ATLAS $b$-jet triggers in Run 2

Constraints on Higgs boson production with large transverse momentum using H→bb¯ decays in the ATLAS detector

Constraints on Higgs boson properties using $WW^{*}(\rightarrow e\nu \mu \nu )jj$ production in $36.1\,\mathrm{fb}^{-1}$ of $\sqrt{s}=13$ TeV pp collisions with the ATLAS detector

Constraints on mediator-based dark matter and scalar dark energy models using $\sqrt s = 13$ TeV $pp$ collision data collected by the ATLAS detector

Constraints on off-shell Higgs boson production and the Higgs boson total width in $ZZ\to4\ell$ and $ZZ\to2\ell2\nu$ final states with the ATLAS detector

Constraints on spin-0 dark matter mediators and invisible Higgs decays using ATLAS 13 TeV $pp$ collision data with two top quarks and missing transverse momentum in the final state

Constraints on the Higgs boson self-coupling from single- and double-Higgs production with the ATLAS detector using pp collisions at <math altimg="si1.svg"><msqrt><mrow><mi>s</mi></mrow></msqrt><mo linebreak="goodbreak" linebreakstyle="after">=</mo><...

Correlated long-range mixed-harmonic fluctuations measured in $pp$, $p$+Pb and low-multiplicity Pb+Pb collisions with the ATLAS detector

Correlations between flow and transverse momentum in <math><mrow><mi>Xe</mi><mo>+</mo><mi>Xe</mi></mrow></math> and <math><mrow><mi>Pb</mi><mo>+</mo><mi>Pb</mi></mrow></math> collisions at the LHC with the ATLAS detector: A probe of the heavy-ion ini...

Cross-section measurements for the production of a Z boson in association with high-transverse-momentum jets in pp collisions at $ \sqrt{s} $ = 13 TeV with the ATLAS detector

Cross-section measurements of the Higgs boson decaying into a pair of $\tau$-leptons in proton-proton collisions at $\sqrt{s}=13$ TeV with the ATLAS detector

Deep Generative Models for Fast Photon Shower Simulation in ATLAS

Determination of the parton distribution functions of the proton from ATLAS measurements of differential W$^{±}$ and Z boson production in association with jets

Determination of the parton distribution functions of the proton using diverse ATLAS data from $pp$ collisions at $\sqrt{s} = 7$, 8 and 13 TeV

Differential $ t\overline{t} $ cross-section measurements using boosted top quarks in the all-hadronic final state with 139 fb$^{−1}$ of ATLAS data

Differential cross-section measurements for the electroweak production of dijets in association with a $Z$ boson in proton–proton collisions at ATLAS

Dijet azimuthal correlations and conditional yields in pp and p+Pb collisions at sNN=5.02TeV with the ATLAS detector

Dijet resonance search with weak supervision using $\sqrt{s}=13$ TeV $pp$ collisions in the ATLAS detector

Direct constraint on the Higgs-charm coupling from a search for Higgs boson decays into charm quarks with the ATLAS detector

Electron and photon energy calibration with the ATLAS detector using 2015–2016 LHC proton-proton collision data

Electron and photon performance measurements with the ATLAS detector using the 2015–2017 LHC proton-proton collision data

Electron reconstruction and identification in the ATLAS experiment using the 2015 and 2016 LHC proton-proton collision data at $\sqrt{s}$ = 13 TeV

Emulating the impact of additional proton–proton interactions in the ATLAS simulation by presampling sets of inelastic Monte Carlo events

Erratum to: Measurement of hadronic event shapes in high-pT multijet final states at $$ \sqrt{s} $$ = 13 TeV with the ATLAS detector

Erratum to: Measurements of W and Z boson production in pp collisions at s = 5.02 TeV with the ATLAS detector (The European Physical Journal C, (2019), 79, 2, (128), 10.1140/epjc/s10052-019-6622-x)

Evidence for $t\bar{t}t\bar{t}$ production in the multilepton final state in proton–proton collisions at $\sqrt{s}=13$ $\text {TeV}$ with the ATLAS detector

Evidence for electroweak production of two jets in association with a $Z\gamma$ pair in $pp$ collisions at $\sqrt{s} = 13$ TeV with the ATLAS detector

Evidence for Higgs boson decays to a low-mass dilepton system and a photon in pp collisions at s=13 TeV with the ATLAS detector

Evidence for the production of three massive vector bosons with the ATLAS detector

Evidence for the production of three massive vectorbosons in $pp$ collisions with the ATLAS detector

Exclusive dielectron production in ultraperipheral Pb+Pb collisions at $ \sqrt{s_{\textrm{NN}}} $ = 5.02 TeV with ATLAS

Exclusive dimuon production in ultraperipheral Pb+Pb collisions at $\sqrt{s_{\mathrm{NN}}} = 5.02$ TeV with ATLAS

Fluctuations of anisotropic flow in Pb+Pb collisions at $ \sqrt{{\mathrm{s}}_{\mathrm{NN}}} $ = 5.02 TeV with the ATLAS detector

Higgs boson production cross-section measurements and their EFT interpretation in the $4\ell $ decay channel at $\sqrt{s}=$13 TeV with the ATLAS detector

Identification of boosted Higgs bosons decaying into b-quark pairs with the ATLAS detector at 13 TeV

In situ calibration of large-radius jet energy and mass in 13 TeV proton–proton collisions with the ATLAS detector

Inclusive and differential cross-sections for dilepton $ t\overline{t} $ production measured in $ \sqrt{s} $ = 13 TeV pp collisions with the ATLAS detector

Jet energy scale and resolution measured in proton–proton collisions at $\sqrt{s}=13$ TeV with the ATLAS detector

Light Higgs searches in $$ t\overline{t}\phi $$ production at the LHC

Longitudinal Flow Decorrelations in Xe+Xe Collisions at $\sqrt{s_{\mathrm{NN}}}=5.44$ TeV with the ATLAS Detector

Measurement of $b$-quark fragmentation properties in jets using the decay $B^{\pm} \to J/\psi K^{\pm}$ in $pp$ collisions at $ \sqrt{s} $ = 13 TeV with the ATLAS detector

Measurement of $K_S^0$ and $\Lambda ^0$ production in $t \bar{t}$ dileptonic events in pp collisions at $\sqrt{s} =$ 7 TeV with the ATLAS detector

Measurement of $W^{\pm}Z$ production cross sections and gauge boson polarisation in $pp$ collisions at $\sqrt{s} = 13$ TeV with the ATLAS detector

Measurement of $Z\gamma \gamma $ production in pp collisions at $\sqrt{s}= 13$ TeV with the ATLAS detector

Measurement of angular and momentum distributions of charged particles within and around jets in Pb+Pb and $pp$ collisions at $\sqrt{s_{\mathrm{NN}}} = 5.02$ TeV with the ATLAS detector