M +34 946 567 842
F +34 946 567 842
E lnagar@bcamath.org

Information of interest

I am a PhD Student since January 2021 (former Research Technician 07/01/20 - 31/12/20) in the group "Modelling and Simulation in Life and Material Sciences". I obtained the La Caixa - INPhINIT 2020 fellowship joining the project "Optimising performance of Hamiltonian Monte Carlo (HMC) in molecular simulation and computational statistics", supervised by Prof. Akhmatskaya (MSLMS group) and Prof. Sanz-Serna (Universidad Carlo III de Madrid).

My research interest concerns the study of dynamical systems and the development and improvement of numerical methods for mathematical models.
I am working on the improvement of the Hybrid/Hamiltonian Monte Carlo methods (HMC) and its Generalized version (GHMC) applied to molecular simulation and statistics, focusing on the adaptive multi-stage integration schemes.

I obtained the Master's degree in Mathematics at Universitá degli Studi di Napoli "Federico II" in 2019 and the Bachelor's degree in Mathematics in 2016 at the same institution.

  • Adaptive multi-stage integration schemes for Hamiltonian Monte Carlo 

    Nagar, L.Autoridad BCAM; Fernández-Pendás, M.; Sanz-Serna, J.M.; Akhmatskaya, E.Autoridad BCAM (2024-01-26)
    Hamiltonian Monte Carlo (HMC) is a powerful tool for Bayesian statistical inference due to its potential to rapidly explore high dimensional state space, avoiding the random walk behavior typical of many Markov Chain Monte ...

Más información