Emanuel Mendes Gouveia

Professor Convidado

Emanuel Mendes Gouveia

Professor Convidado

Bio

He received his PhD in Physics in 2021 from the University of Minho. She studied the properties of the interaction between the top quark and the Higgs boson, analysing data collected by the ATLAS experiment at CERN.

From 2021 to 2024, he worked as a data scientist at DTx CoLab on various projects in the field of digital transformation, delivering prototypes of data-driven systems to industrial partners. During part of this period, she coordinated the Data Science and Machine Learning group.

Since 2024, he has been a lecturer and researcher at the Portuguese Catholic University in Braga.

His main research interests are data-efficient machine learning and domain-informed machine learning. In particular, he is interested in methods that make neural networks more efficient on data by taking advantage of known domain dynamics and symmetries. These include self-supervised learning, equivariant networks, physics-informed neural networks and data augmentation techniques. He is also interested in applications of these methods to problems in science and industry.

Publications

Paper

$CP$ 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.

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Information Session | Bachelor's Degree in Social Work

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