Book publications

Bull, L.A., Abdallah, I., Mylonas, C., Avendaño-Valencia, L.D., Tatsis, K., Gardner, P., Rogers, T.J., Brennan, D.S., Cross, E.J., Worden, K., Duncan, A.B., Dervilis, N., Girolami, M., Chatzi, E., 2023. Data-Centric Monitoring of Wind Farms, in: Data Driven Methods for Civil Structural Health Monitoring and Resilience. CRC Press, Boca Raton, pp. 120–180. https://doi.org/10.1201/9781003306924-6 https://doi.org/10.1201/9781003306924-6
Worden K, Tsialiamanis G, Cross E, Rogers T. (2023). Artificial Neural Networks. Machine Learning in Modeling and Simulation - Methods and Applications (pp. 85-119). 10.1007/978-3-031-36644-4_2
Gkoumas, K., Galassi, M.C., Allaix, D., Anthoine, A., Argyroudis, S., Baldini, G., Benedetti, L., Bono, F., Brownjohn, J., Caetano, E., Camata, G., Cantero, D., Cimellaro, G.P., Cutini, M., Escriba, S., Fugiglando, U., Gkoktsi, K., Horvath, R., Limongelli, M.P., Malekjafarian, A., OBrien, E.J., Petracca, M., Petrini, F., Sextos, A., Stoura, C., Tirelli, D. and Tsionis, G., Indirect structural health monitoring (iSHM) of transport infrastructure in the digital age - MITICA (Monitoring Transport Infrastructures with Connected and Automated vehicles) workshop report, Gkoumas, K. (Editor), Publications Office of the European Union, Luxembourg, 2023, doi:10.2760/364830, JRC131885.
Rogers, T.J., Mclean, J., Cross, E.J., Worden, K. (2023). Gaussian Processes. In: Rabczuk, T., Bathe, KJ. (eds) Machine Learning in Modeling and Simulation. Computational Methods in Engineering & the Sciences. Springer, Cham. https://doi.org/10.1007/978-3-031-36644-4_3