Chayan Chatterjee
  • Source: Scopus
  • Calculated using citation counts from Scopus for publications in the UWA Profiles and Research Repository
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Personal profile


I am a PhD student in Physics at the University of Western Australia, working on the development of machine learning models for gravitational wave data analysis. In particular, I am interested in applications of probabilistic deep learning for waveform extraction and localization of gravitational waves in real-time. 

I am also passionate about science communication and public outreach, of which I have considerable experience.  

Education/Academic qualification

Physics, Bachelor of Science, Presidency University, Kolkata

Physics, Master of Science, Presidency University, Kolkata

External positions

ARC Centre of Excellence for Gravitational Wave Discovery (OzGrav)



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  • Neutron Star Extreme Matter Observatory: A kilohertz-band gravitational-wave detector in the global network

    Ackley, K., Adya, V. B., Agrawal, P., Altin, P., Ashton, G., Bailes, M., Baltinas, E., Barbuio, A., Beniwal, D., Blair, C., Blair, D., Bolingbroke, G. N., Bossilkov, V., Shachar Boublil, S., Brown, D. D., Burridge, B. J., Calderon Bustillo, J., Cameron, J., Tuong Cao, H., Carlin, J. B. & 144 others, Chang, S., Charlton, P., Chatterjee, C., Chattopadhyay, D., Chen, X., Chi, J., Chow, J., Chu, Q., Ciobanu, A., Clarke, T., Clearwater, P., Cooke, J., Coward, D., Crisp, H., Dattatri, R. J., Deller, A. T., Dobie, D. A., Dunn, L., Easter, P. J., Eichholz, J., Evans, R., Flynn, C., Foran, G., Forsyth, P., Gai, Y., Galaudage, S., Galloway, D. K., Gendre, B., Goncharov, B., Goode, S., Gozzard, D., Grace, B., Graham, A. W., Heger, A., Hernandez Vivanco, F., Hirai, R., Holland, N. A., Holmes, Z. J., Howard, E., Howell, E., Howitt, G., Hübner, M. T., Hurley, J., Ingram, C., Jaberian Hamedan, V., Jenner, K., Ju, L., Kapasi, D. P., Kaur, T., Kijbunchoo, N., Kovalam, M., Kumar Choudhary, R., Lasky, P. D., Lau, M. Y. M., Leung, J., Liu, J., Loh, K., Mailvagan, A., Mandel, I., McCann, J. J., McClelland, D. E., McKenzie, K., McManus, D., McRae, T., Melatos, A., Meyers, P., Middleton, H., Miles, M. T., Millhouse, M., Lun Mong, Y., Mueller, B., Munch, J., Musiov, J., Muusse, S., Nathan, R. S., Naveh, Y., Neijssel, C., Neil, B., Ng, S. W. S., Oloworaran, V., Ottaway, D. J., Page, M., Pan, J., Pathak, M., Payne, E., Powell, J., Pritchard, J., Puckridge, E., Raidani, A., Rallabhandi, V., Reardon, D., Riley, J. A., Roberts, L., Romero-Shaw, I. M., Roocke, T. J., Rowell, G., Sahu, N., Sarin, N., Sarre, L., Sattari, H., Schiworski, M., Scott, S. M., Sengar, R., Shaddock, D., Shannon, R., Shi, J., Sibley, P., Slagmolen, B. J. J., Slaven-Blair, T., Smith, R. J. E., Spollard, J., Steed, L., Strang, L., Sun, H., Sunderland, A., Suvorova, S., Talbot, C., Thrane, E., Töyrä, D., Trahanas, P., Vajpeyi, A., Van Heijningen, J. V., Vargas, A. F., Veitch, P. J., Vigna-Gomez, A., Wade, A., Walker, K., Wang, Z., Ward, R. L., Ward, K., Webb, S., Wen, L., Wette, K., Wilcox, R., Winterflood, J., Wolf, C., Wu, B., Jet Yap, M., You, Z., Yu, H., Zhang, J., Zhang, J., Zhao, C. & Zhu, X., 2020, In : Publications of the Astronomical Society of Australia. 37, e047.

    Research output: Contribution to journalArticle

    Open Access
    15 Citations (Scopus)
  • Using deep learning to localize gravitational wave sources

    Chatterjee, C., Wen, L., Vinsen, K., Kovalam Lakshmi Narasimha, M. & Datta, A., 26 Nov 2019, In : Physical Review D - Particles, Fields, Gravitation and Cosmology. 100, 10, 17 p., 103025.

    Research output: Contribution to journalArticle

    5 Citations (Scopus)