2024
Bourdais, T., Batlle, P., Yang, X., Baptista, R., Rouquette N., Owhadi H. (2023). Computational Hypergraph Discovery, a Gaussian Process framework for connecting the dots. Proceedings of the National Academy of Sciences
Kaveh, H., Batlle, P., Acosta, M., Kulkarni, P., Bourne, S. J., & Avouac, J. P. (2024). Induced Seismicity forecasting with Uncertainty Quantification: Application to Groningen Gas Field. Seismological Research Letters, S35E-0310.
Pandey, B., Hosseini, B., Batlle, P., Owhadi H. (2024). Diffeomorphic Measure Matching with Kernels for Generative Modeling. arXiv Preprint arXiv:2402.08077.
Schreiber J., Batlle P., Wicaksono D., M Hecht. (2024). PMBO: Enhancing Black-Box Optimization through Multivariate Polynomial Surrogates. arXiv Preprint arXiv:2403.07485.
2023
Batlle, P., Chen, Y., Hosseini, B., Owhadi, H., & Stuart, A. M. (2023). Error Analysis of Kernel/GP Methods for Nonlinear and Parametric PDEs. arXiv Preprint arXiv:2305. 04962.
Dingle, K., Batlle, P., & Owhadi, H. (2023). Multiclass classification utilising an estimated algorithmic probability prior. Physica D: Nonlinear Phenomena, 448, 133713.
2022
Batlle, P., Bruna, J., Fernandez-Granda, C., & Preciado, V. M. (2022). Adaptive test allocation for outbreak detection and tracking in social contact networks. SIAM Journal on Control and Optimization, 60(2), S274–S293.
2021
Batlle, P.., Olivella, A. J. E., Alarcia, R. M. G., & Dini, P. (2021). User mobility inference and clustering through LTE PDCCH data analysis. 2021 IEEE 93rd Vehicular Technology Conference (VTC2021-Spring), 1–6. IEEE. First prize award at the Scavenge Contest
Dimiccoli, M., Wendt, H., & Batlle, P. (2021). Learning grounded word meaning representations on similarity graphs. Proceedings of the 2021 Conference on Empirical Methods on Natural Language Processing.
2020
2019
Batlle, P., Mestre Torà, A., & Carlos Pardo, L. (2019). Succinonitrile experiment data analysis and model selection using bayesian methods.
Batlle, P., Teixidó, A., Llobera, J., Medrano, I., & Pardo, L. C. (2019). Exploring the rubber sheet spacetime analogy by studying ball movement in a bent trampoline. European Journal of Physics, 40(4), 045005.