Publications of Giulio Isacchini

Isacchini, G.; Spisak, N.; Nourmohammad, A.; Mora, T.; Walczak, A. M.: Mutual information maximization for amortized likelihood inference from sampled trajectories: MINIMALIST. Physical Review E 105, 055309 (2022)

Isacchini, G.; Walczak, A. M.; Mora, T.; Nourmohammad, A.: Deep generative selection models of T and B cell receptor repertoires with soNNia. Proceedings of the National Academy of Sciences 118 (14), e2023141118 (2021)

Montague, Z.; Lv, H.; Otwinowski, J.; DeWitt, W. S.; Isacchini, G.; Yip, G. K.; Ng, W. W.; Tsang, O. T.-Y.; Yuan, M.; Liu, H. et al.; Wilson, I. A.; Peiris, J.S. M.; Wu, N. C.; Nourmohammad, A.; Mok, C. K. P.: Dynamics of B cell repertoires and emergence of cross-reactive responses in patients with different severities of COVID-19. Cell Reports 35, 109173 (2021)

Isacchini, G.; Olivares, C.; Nourmohammad, A.; Walczak, A. M.; Mora, T.: SOS: online probability estimation and generation of T-and B-cell receptors. Bioinformatics 36 (16), pp. 4510 - 4512 (2020)

Isacchini, G.; Sethna, Z.; Elhanati, Y.; Nourmohammad, A.; Walczak, A. M.; Mora, T.: Generative models of T-cell receptor sequences. Physical Review E 101 (6), 062414 (2020)