Mario Pasquato - Publications, H-index & Citations

Classifying binary black holes from Population III stars with the Einstein Telescope: A machine-learning approach

IF5.8

2025-02-28

PREAI

Qin, C.; Pang, X.; Pasquato, M.; Kouwenhoven, M. B. N.; Vallenari, A.

A machine learning framework to generate star cluster realisations

IF5.8

2024-10-22

OAAI

Santoliquido, Filippo; Dupletsa, Ulyana; Tissino, Jacopo; Branchesi, Marica; Iacovelli, Francesco; Iorio, Giuliano; Mapelli, Michela; Gerosa, Davide; Harms, Jan; Pasquato, Mario

Interpretable Machine Learning for Finding Intermediate-mass Black Holes

IF5.8

2024-10-11

OAAI

Prodan, George P.; Pasquato, Mario; Iorio, Giuliano; Ballone, Alessandro; Torniamenti, Stefano; Di Carlo, Ugo Niccolo; Mapelli, Michela

Quantitatively rating galaxy simulations against real observations with anomaly detection

IF5.4

2024-04-09

OAAI

Pasquato, Mario; Trevisan, Piero; Askar, Abbas; Lemos, Pablo; Carenini, Gaia; Mapelli, Michela; Hezaveh, Yashar

Parameter Estimation for Open Clusters using an Artificial Neural Network with a QuadTree-based Feature Extractor

IF4.8

2024-02-21

OAAI

Jin, Zehao; Maccio, Andrea, V; Faucher, Nicholas; Pasquato, Mario; Buck, Tobias; Dixon, Keri L.; Arora, Nikhil; Blank, Marvin; Vulanovic, Pavle

ASTRONOMICAL JOURNAL

IF5.1

2023-12-07

OAAI

Cavallo, Lorenzo; Spina, Lorenzo; Carraro, Giovanni; Magrini, Laura; Poggio, Eloisa; Cantat-Gaudin, Tristan; Pasquato, Mario; Lucatello, Sara; Ortolani, Sergio; Schiappacasse-Ulloa, Jose

Sparse Logistic Regression for RR Lyrae versus Binaries Classification

Dynamics of intermediate mass black holes in globular clusters Wander radius and anisotropy profiles

IF5.4

2023-06-14

OAAI

Trevisan, Piero; Pasquato, Mario; Carenini, Gaia; Mekhael, Nicolas; Braga, Vittorio F.; Bono, Giuseppe; Abbas, Mohamad

Dynamics of binary black holes in young star clusters: the impact of cluster mass and long-term evolution

IF5.8

2023-04-24

OAAI

Di Cintio, Pierfrancesco; Pasquato, Mario; Barbieri, Luca; Trani, Alessandro A.; di Carlo, Ugo N.

Dynamical Origin for the Collinder 132-Gulliver 21 Stream: A Mixture of Three Comoving Populations with an Age Difference of 250 Myr

IF4.8

2022-10-06

OAAI

Torniamenti, Stefano; Rastello, Sara; Mapelli, Michela; Di Carlo, Ugo N.; Ballone, Alessandro; Pasquato, Mario

ASTROPHYSICAL JOURNAL LETTERS

IF11.7

2022-09-20

OAAI

Pang, Xiaoying; Li, Yuqian; Tang, Shih-Yun; Wang, Long; Wang, Yanshu; Li, Zhao-Yu; Wang, Danchen; Kouwenhoven, M. B. N.; Pasquato, Mario

3D Morphology of Open Clusters in the Solar Neighborhood with Gaia EDR 3. II. Hierarchical Star Formation Revealed by Spatial and Kinematic Substructures

Sparse Identification of Variable Star Dynamics

IF5.4

2022-06-06

OAAI

Pang, Xiaoying; Tang, Shih-Yun; Li, Yuqian; Yu, Zeqiu; Wang, Long; Li, Jiayu; Li, Yezhang; Wang, Yifan; Wang, Yanshu; Zhang, Teng; Pasquato, Mario; Kouwenhoven, M. B. N.

NIHAO - XXVIII. Collateral effects of AGN on dark matter concentration and stellar kinematics

IF5.4

2022-05-16

OAAI

Pasquato, Mario; Abbas, Mohamad; Trani, Alessandro A.; Nori, Matteo; Kwiecinski, James A.; Trevisan, Piero; Braga, Vittorio F.; Bono, Giuseppe; Maccio, Andrea, V

Exploring X-ray variability with unsupervised machine learning I. Self-organizing maps applied to XMM-Newton data

IF4.8

2022-05-02

OAAI

Waterval, Stefan; Elgamal, Sana; Nori, Matteo; Pasquato, Mario; Maccio, Andrea, V; Blank, Marvin; Dixon, Keri L.; Kang, Xi; Ibrayev, Tengiz

Introducing a new multi-particle collision method for the evolution of dense stellar systems II. Core collapse

IF5.8

2022-03-08

OAAI

Kovacevic, M.; Pasquato, M.; Marelli, M.; De Luca, A.; Salvaterra, R.; Belfiore, A.

Hierarchical generative models for star clusters from hydrodynamical simulations

IF5.8

2022-02-28

OAAI

Di Cintio, Pierfrancesco; Pasquato, Mario; Simon-Petit, Alicia; Yoon, Suk-Jin

Disruption of Hierarchical Clustering in the Vela OB2 Complex and the Cluster Pair Collinder 135 and UBC 7 with Gaia EDR3: Evidence of Supernova Quenching

IF4.8

2021-12-11

OAAI

Torniamenti, Stefano; Pasquato, Mario; Di Cintio, Pierfrancesco; Ballone, Alessandro; Iorio, Giuliano; Artale, M. Celeste; Mapelli, Michela

Intermediate-mass black holes from stellar mergers in young star clusters

IF5.4

2021-12-08

OAAI

Pang, Xiaoying; Yu, Zeqiu; Tang, Shih-Yun; Hong, Jongsuk; Yuan, Zhen; Pasquato, Mario; Kouwenhoven, M. B. N.