HARRISH JAGAN RAJ JOSEPH

PhD Student

PhD program:: XXXVIII
email: harrish.joseph@uniroma1.it
building: Laboratorio di Materiali e Strutture - DISG

supervisor: Prof. Walter Lacarbonara

Research interests include optimization, nonlinear computational methods, and damage detection using machine learning techniques.

Publication.
[1] D. Stepanova et al., Small Satellites Potential for Greenhouse Gases Monitoring. 2021.
[2] P. Miralles et al., Machine Learning in Earth Observation Operations: A review. 2021.

Masters Thesis.
Range Delay due to Io Plasma Torus for JUICE mission.
Computation of Range delay in the tracking of JUICE spacecraft due to the Io Plasma torus to account for the
propagation medium in 3GM (Gravity and Geophysics of Jupiter and the Galilean Moons) experiment. Used
NAIF-SPICE toolkit to calculate the line of sight TEC values from JUICE to Earth.

Research products

11573/1738640 - 2024 - Exploiting time-frequency analysis for damage detection using Generative Adversarial Networks

Joseph, Harrish; Carboni, Biagio; Quaranta, Giuseppe; Lacarbonara, Walter - 04d Abstract in atti di convegno

conference: 7th International Conference on Smart Monitoring, Assessment and Rehabilitation of Civil Structures (Salerno, Italy)

book: 7th International Conference on Smart Monitoring, Assessment and Rehabilitation of Civil Structures - ()

11573/1720180 - 2024 - Deep learning architectures for data-driven damage detection in nonlinear dynamic systems under random vibrations

Joseph, Harrish; Quaranta, Giuseppe; Carboni, Biagio; Lacarbonara, Walter - 01a Articolo in rivista

paper: NONLINEAR DYNAMICS (Kluwer Academic Publishers:Journals Department, PO Box 322, 3300 AH Dordrecht Netherlands:011 31 78 6576050, EMAIL: frontoffice@wkap.nl, kluweronline@wkap.nl, INTERNET: http://www.kluwerlaw.com, Fax: 011 31 78 6576254) pp. - - issn: 0924-090X - wos: WOS:001314889600001 (2) - scopus: 2-s2.0-85204217138 (2)

11573/1731360 - 2023 - Damage identification of nonlinear beams based on convolutional deep autoencoder

Joseph, Harrish; Carboni, Biagio; Quaranta, Giuseppe; Lacarbonara, Walter - 04d Abstract in atti di convegno

conference: 12th International conference on Structural Dynamics (Delft, Netherlands)

book: EURODYN2023 - ()

11573/1672108 - 2023 - A critical review on the state-of-the-art and future prospects of Machine Learning for Earth Observation Operations

Miralles, Pablo; Thangavel, Kathiravan; Fulvio Scannapieco, Antonio; Jagadam, Nitya; Baranwal, Prerna; Faldu, Bhavin; Abhang, Ruchita; Bhatia, Sahil; Bonnart, Sebastien; Bhatnagar, Ishita; Batul, Beenish; Prasad, Pallavi; Ortega-González, Héctor; Joseph, Harrish; More, Harshal; Morchedi, Sondes; Kumar Panda, Aman; Zaccaria Di Fraia, Marco; Wischert, Daniel; Stepanova, Daria - 01a Articolo in rivista

paper: ADVANCES IN SPACE RESEARCH (Elsevier Science Limited:Oxford Fulfillment Center, PO Box 800, Kidlington Oxford OX5 1DX United Kingdom:011 44 1865 843000, 011 44 1865 843699, EMAIL: asianfo@elsevier.com, tcb@elsevier.co.UK, INTERNET: http://www.elsevier.com, http://www.elsevier.com/locate/shpsa/, Fax: 011 44 1865 843010) pp. - - issn: 0273-1177 - wos: WOS:001007526600001 (17) - scopus: 2-s2.0-85150809786 (25)

11573/1738636 - 2021 - Machine Learning in Earth Observation Operations: A review

Miralles, Pablo; Fulvio Scannapieco, Antonio; Jagadam, Nitya; Baranwal, Prerna; Faldu, Bhavin; Abhang, Ruchita; Bhatia, Sahil; Bonnart, Sebastien; Bhatnagar, Ishita; Batul, Beenish; Prasad, Pallavi; Ortega-González, Héctor; Joseph, Harrish; More, Harshal; Morchedi, Sondes; Kumar Panda, Aman; Zaccaria Di Fraia, Marco; Wischert, Daniel; Stepanova, Daria - 04b Atto di convegno in volume

conference: 72nd International Astronautical Congress (IAC) (Dubai, United Arab Emirates)

book: 72nd International Astronautical Congress (IAC) - ()

11573/1738638 - 2021 - Small Satellites Potential for Greenhouse Gases Monitoring

Stepanovaa, Daria; Mankameb, Kiran; Clarkec, Bruce; Rubén Casir Ricañod, Jorge; Saadie, Abdelmalek; Issaf, Hamzeh; Kirang, Anoop; Mh, Sonalli; Iyeri, Shyamala; Elizabeth Bijuj, Andrea; Nagayachk, Sakshi; Joseph, Harrish; Fadlm, Abubker; Ghatolen, Priyanka; Wischerto, Daniel - 04b Atto di convegno in volume

conference: 72nd International Astronautical Congress (IAC) (Dubai, United Arab Emirates)

book: 72nd International Astronautical Congress (IAC) - ()