Author

Ferreira, Márcio

INSPIRE profile1274717 ORCID0000-0002-5879-6262

30 papers·783 citations in this corpus

	Paper	Category
Nov 5, 2025#32511.02653	A Bayesian Inference of Hybrid Stars with Large Quark Cores Milena Albino🇵🇹 · Tuhin Malik🇵🇹 · Márcio Ferreira🇵🇹 · Constança Providência🇵🇹	nucl-th	PRD	13
Aug 1, 2025#62507.23506	Neural Posterior Estimation of Neutron Star Equations of State Valéria Carvalho · Márcio Ferreira · Michał Bejger · Constança Providência	nucl-th	PRD	5
Jun 3, 2025#22506.00550	Learning about neutron star composition from the slope of the mass-radius diagram Márcio Ferreira🇵🇹 · Constança Providência🇵🇹	nucl-th	PRD	12
Sep 20, 2024#72409.12684	Detecting Hyperons in neutron stars -- a machine learning approach Valéria Carvalho🇵🇹 · Márcio Ferreira🇵🇹 · Constança Providência🇵🇹	nucl-th	PRD	7
Jun 24, 2024#72406.15337	Hybrid Star Properties with NJL and MFTQCD Model: A Bayesian Approach Milena Albino🇵🇹 · Tuhin Malik🇵🇹 · Márcio Ferreira🇵🇹 · Constança Providência🇵🇹	nucl-th	PRD	29
Jun 19, 2024#52406.12582	Constraining neutron star matter from the slope of the mass-radius curves Márcio Ferreira🇵🇹 · Constança Providência🇵🇹	nucl-th	PRD	22
Mar 22, 2024#12403.14266	Conditional variational autoencoder inference of neutron star equation of state from astrophysical observations Márcio Ferreira · Michał Bejger	nucl-th	PRD	9
Mar 15, 2024#32403.09398	Detecting the third family of compact stars with normalizing flows Valéria Carvalho🇵🇹 · Márcio Ferreira🇵🇹 · Constança Providência🇵🇹 · Michał Bejger🇵🇱	nucl-th	PRD	4
Jan 12, 2024#32401.05770	From NS observations to nuclear matter properties: a machine learning approach Valéria Carvalho · Márcio Ferreira · Constança Providência	nucl-th	PRD	21
Jul 12, 2023#32307.05086	Neutron star equation of state: identifying hadronic matter characteristics Constança Providência🇵🇹 · Tuhin Malik🇵🇹 · Milena Bastos Albino🇵🇹 · Márcio Ferreira🇵🇹	nucl-th	—	25
Jun 13, 2023#72306.06929	Decoding Neutron Star Observations: Revealing Composition through Bayesian Neural Networks Valéria Carvalho🇵🇹 · Márcio Ferreira🇵🇹 · Tuhin Malik🇵🇹 · Constança Providência🇵🇹	nucl-th	PRD	28
Jan 20, 2023#72301.08169	Spanning the full range of neutron star properties within a microscopic description Tuhin Malik🇵🇹 · Márcio Ferreira🇵🇹 · Milena Bastos Albino🇵🇹 · Constança Providência🇵🇹	nucl-th	PRD	67
Dec 5, 2022#52212.01132	Hybrid stars with large strange quark cores Márcio Ferreira🇵🇹 · Renan Câmara Pereira🇵🇹 · Constança Providência🇵🇹	nucl-th	EPJ Web Conf.	1
Sep 20, 2022#52209.09085	Extracting nuclear matter properties from the neutron star matter equation of state using deep neural networks Márcio Ferreira · Valéria Carvalho · Constança Providência	nucl-th	PRD	29
Feb 1, 2022#22201.12552	Relativistic description of dense matter equation of state and compatibility with neutron star observables: a Bayesian approach Tuhin Malik · Márcio Ferreira · B. K. Agrawal · Constança Providência	nucl-th	ApJ	105
Dec 13, 2021#32112.05546	Hybrid stars from a constrained equation of state Márcio Ferreira🇵🇹 · Renan Câmara Pereira🇵🇹 · Constança Providência🇵🇹	nucl-th	EPJ Web Conf.	2
Dec 13, 2021#42112.05551	Determination of the symmetry energy from the neutron star equation of state Pedro Barata de Tovar🇵🇹 · Márcio Ferreira🇵🇹 · Constança Providência🇵🇹	nucl-th	PRD	23
Oct 4, 2021#22110.00305	Constraints on high density equation of state from maximum neutron star mass Márcio Ferreira🇵🇹 · Constança Providência🇵🇹	nucl-th	PRD	34
Jun 8, 2021#52106.03590	Crust-core transition of a neutron star: effect of the temperature under strong magnetic fields Márcio Ferreira🇵🇹 · Aziz Rabhi🇵🇹 · Constança Providência🇵🇹	nucl-th	EPJA	7
May 14, 2021#22105.06239	Hybrid stars with large strange quark cores constrained by GW170817 Márcio Ferreira🇵🇹 · Renan Câmara Pereira🇵🇹 · Constança Providência🇵🇹	nucl-th	PRD	21
Oct 13, 2020#72010.05588	Effect of the crust on neutron star empirical relations Márcio Ferreira🇵🇹 · Constança Providência🇵🇹	nucl-th	PRD	11
Aug 31, 2020#12008.12563	Quark matter in light neutron stars Márcio Ferreira🇵🇹 · Renan Câmara Pereira🇵🇹 · Constança Providência🇵🇹	nucl-th	PRD	45
May 22, 2020#32005.10543	Neutron stars with large quark cores Márcio Ferreira🇵🇹 · Renan Câmara Pereira🇵🇹 · Constança Providência🇵🇹	nucl-th	PRD	53
Dec 25, 2019#31912.11131	Empirical constraints on the high-density equation of state from multi-messenger observables Márcio Ferreira🇵🇹 · M. Fortin🇵🇱 · Tuhin Malik🇮🇳 · B. K. Agrawal🇮🇳 · Constança Providência🇵🇹	nucl-th	PRD	29
Oct 15, 2019#41910.05554	Unveiling the nuclear matter EoS from neutron star properties: a supervised machine learning approach Márcio Ferreira · Constança Providência	nucl-th	JCAP	55

A Bayesian Inference of Hybrid Stars with Large Quark Cores
Milena Albino🇵🇹 · Tuhin Malik🇵🇹 · Márcio Ferreira🇵🇹 · Constança Providência🇵🇹
Nov 5, 2025#3nucl-thPRD13 citations
Neural Posterior Estimation of Neutron Star Equations of State
Valéria Carvalho · Márcio Ferreira · Michał Bejger · Constança Providência
Aug 1, 2025#6nucl-thPRD5 citations
Learning about neutron star composition from the slope of the mass-radius diagram
Márcio Ferreira🇵🇹 · Constança Providência🇵🇹
Jun 3, 2025#2nucl-thPRD12 citations
Detecting Hyperons in neutron stars -- a machine learning approach
Valéria Carvalho🇵🇹 · Márcio Ferreira🇵🇹 · Constança Providência🇵🇹
Sep 20, 2024#7nucl-thPRD7 citations
Hybrid Star Properties with NJL and MFTQCD Model: A Bayesian Approach
Milena Albino🇵🇹 · Tuhin Malik🇵🇹 · Márcio Ferreira🇵🇹 · Constança Providência🇵🇹
Jun 24, 2024#7nucl-thPRD29 citations
Constraining neutron star matter from the slope of the mass-radius curves
Márcio Ferreira🇵🇹 · Constança Providência🇵🇹
Jun 19, 2024#5nucl-thPRD22 citations
Conditional variational autoencoder inference of neutron star equation of state from astrophysical observations
Márcio Ferreira · Michał Bejger
Mar 22, 2024#1nucl-thPRD9 citations
Detecting the third family of compact stars with normalizing flows
Valéria Carvalho🇵🇹 · Márcio Ferreira🇵🇹 · Constança Providência🇵🇹 · Michał Bejger🇵🇱
Mar 15, 2024#3nucl-thPRD4 citations
From NS observations to nuclear matter properties: a machine learning approach
Valéria Carvalho · Márcio Ferreira · Constança Providência
Jan 12, 2024#3nucl-thPRD21 citations
Neutron star equation of state: identifying hadronic matter characteristics
Constança Providência🇵🇹 · Tuhin Malik🇵🇹 · Milena Bastos Albino🇵🇹 · Márcio Ferreira🇵🇹
Jul 12, 2023#3nucl-th25 citations
Decoding Neutron Star Observations: Revealing Composition through Bayesian Neural Networks
Valéria Carvalho🇵🇹 · Márcio Ferreira🇵🇹 · Tuhin Malik🇵🇹 · Constança Providência🇵🇹
Jun 13, 2023#7nucl-thPRD28 citations
Spanning the full range of neutron star properties within a microscopic description
Tuhin Malik🇵🇹 · Márcio Ferreira🇵🇹 · Milena Bastos Albino🇵🇹 · Constança Providência🇵🇹
Jan 20, 2023#7nucl-thPRD67 citations
Hybrid stars with large strange quark cores
Márcio Ferreira🇵🇹 · Renan Câmara Pereira🇵🇹 · Constança Providência🇵🇹
Dec 5, 2022#5nucl-thEPJ Web Conf.1 citation
Extracting nuclear matter properties from the neutron star matter equation of state using deep neural networks
Márcio Ferreira · Valéria Carvalho · Constança Providência
Sep 20, 2022#5nucl-thPRD29 citations
Relativistic description of dense matter equation of state and compatibility with neutron star observables: a Bayesian approach
Tuhin Malik · Márcio Ferreira · B. K. Agrawal · Constança Providência
Feb 1, 2022#2nucl-thApJ105 citations
Hybrid stars from a constrained equation of state
Márcio Ferreira🇵🇹 · Renan Câmara Pereira🇵🇹 · Constança Providência🇵🇹
Dec 13, 2021#3nucl-thEPJ Web Conf.2 citations
Determination of the symmetry energy from the neutron star equation of state
Pedro Barata de Tovar🇵🇹 · Márcio Ferreira🇵🇹 · Constança Providência🇵🇹
Dec 13, 2021#4nucl-thPRD23 citations
Constraints on high density equation of state from maximum neutron star mass
Márcio Ferreira🇵🇹 · Constança Providência🇵🇹
Oct 4, 2021#2nucl-thPRD34 citations
Crust-core transition of a neutron star: effect of the temperature under strong magnetic fields
Márcio Ferreira🇵🇹 · Aziz Rabhi🇵🇹 · Constança Providência🇵🇹
Jun 8, 2021#5nucl-thEPJA7 citations
Hybrid stars with large strange quark cores constrained by GW170817
Márcio Ferreira🇵🇹 · Renan Câmara Pereira🇵🇹 · Constança Providência🇵🇹
May 14, 2021#2nucl-thPRD21 citations
Effect of the crust on neutron star empirical relations
Márcio Ferreira🇵🇹 · Constança Providência🇵🇹
Oct 13, 2020#7nucl-thPRD11 citations
Quark matter in light neutron stars
Márcio Ferreira🇵🇹 · Renan Câmara Pereira🇵🇹 · Constança Providência🇵🇹
Aug 31, 2020#1nucl-thPRD45 citations
Neutron stars with large quark cores
Márcio Ferreira🇵🇹 · Renan Câmara Pereira🇵🇹 · Constança Providência🇵🇹
May 22, 2020#3nucl-thPRD53 citations
Empirical constraints on the high-density equation of state from multi-messenger observables
Márcio Ferreira🇵🇹 · M. Fortin🇵🇱 · Tuhin Malik🇮🇳 · B. K. Agrawal🇮🇳 · Constança Providência🇵🇹
Dec 25, 2019#3nucl-thPRD29 citations
Unveiling the nuclear matter EoS from neutron star properties: a supervised machine learning approach
Márcio Ferreira · Constança Providência
Oct 15, 2019#4nucl-thJCAP55 citations

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