Summary
I am currently working as a postdoc in the Department of Chemical Engineering at Imperial College London, headed by Prof. Serafim Kalliadasis. My PhD research was on non-classical nucleation theories, being located in both Granada (Spain) and in Brussels (Belgium), supervised by James F. Lutsko and F. Otálora. Prior to this I did a Masters degree in Medical Physics (University of Seville) and another one in Crystallography and Crystallization (University of Menéndez-Pelayo). To complement my Physics studies, I also completed three years of a separate degree in Mathematics at University of Seville (Spain).
Publications
Journals
Malpica-Morales A, Durán-Olivencia MA, Kalliadasis S, 2024, Forecasting with an N-dimensional Langevin equation and a neural-ordinary differential equation., Chaos, Vol:34
Malpica-Morales A, Yatsyshin P, Duran-Olivencia MA, et al., 2023, Physics-informed Bayesian inference of external potentials in classical density-functional theory, Journal of Chemical Physics, Vol:159, ISSN:0021-9606
Russo A, Duran-Olivencia MA, Kevrekidis IG, et al., 2022, Machine learning memory kernels as closure for non-Markovian stochastic processes, Ieee Transactions on Neural Networks and Learning Systems, ISSN:1045-9227, Pages:1-13
Lauer AR, Duran-Olivencia MA, Fernandez-Martinez A, et al., 2022, Multistep nucleation compatible with a single energy barrier: catching the non-classical culprit, Faraday Discussions, Vol:235, ISSN:1359-6640, Pages:95-108
Duran-Olivencia M, Kalliadasis S, 2021, Understanding soaring corona virus cases and the effect of contagion policies in the UK, Vaccines, Vol:9, ISSN:2076-393X, Pages:1-7