MLGWSC-1: The first Machine Learning Gravitational-Wave Search Mock Data Challenge. - Marlin B. Schäfer; Ondrej Zelenka; Alexander H. Nitz; He Wang 018; Shichao Wu; Zong-Kuan Guo; Zhoujian Cao; Zhixiang Ren; Paraskevi Nousi; Nikolaos Stergioulas; Panagiotis Iosif; Alexandra E. Koloniari; et al. (CoRR, 2022)

Autoencoder-driven spiral representation learning for gravitational wave surrogate modelling. - Paraskevi Nousi; Styliani-Christina Fragkouli; Nikolaos Passalis; Panagiotis Iosif; Theocharis Apostolatos; George Pappas; Nikolaos Stergioulas; Anastasios Tefas (Neurocomputing, 2022)

Deep residual error and bag-of-tricks learning for gravitational wave surrogate modeling. - Styliani-Christina Fragkouli; Paraskevi Nousi; Nikolaos Passalis; Panagiotis Iosif; Nikolaos Stergioulas; Anastasios Tefas (Appl. Soft Comput., 2023)