| Single trajectory characterization via machine learning G Muñoz-Gil, MA Garcia-March, C Manzo, JD Martín-Guerrero, ... New Journal of Physics 22 (1), 013010, 2020 | 79* | 2020 |
| Objective comparison of methods to decode anomalous diffusion G Muñoz-Gil, G Volpe, MA Garcia-March, E Aghion, A Argun, CB Hong, ... Nature Communications 12 (6253), 2021 | 47 | 2021 |
| The anomalous diffusion challenge: single trajectory characterisation as a competition G Muñoz-Gil, G Volpe, MA Garcia-March, R Metzler, M Lewenstein, ... Emerging Topics in Artificial Intelligence 2020 11469, 114691C, 2020 | 20 | 2020 |
| Nonergodic subdiffusion from transient interactions with heterogeneous partners C Charalambous, G Muñoz-Gil, A Celi, MF Garcia-Parajo, M Lewenstein, ... Physical Review E 95 (3), 032403, 2017 | 14 | 2017 |
| Control of anomalous diffusion of a Bose polaron C Charalambous, MÁ García-March, G Munoz-Gil, PR Grzybowski, ... Quantum 4, 232, 2020 | 11 | 2020 |
| Diffusion through a network of compartments separated by partially-transmitting boundaries G Muñoz-Gil, MA Garcia-March, C Manzo, A Celi, M Lewenstein Frontiers in Physics 7, 31, 2019 | 10 | 2019 |
| Stochastic particle unbinding modulates growth dynamics and size of transcription factor condensates in living cells G Muñoz-Gil, C Romero-Aristizabal, N Mateos, F Campelo, ... Proceedings of the National Academy of Sciences 119 (31), e2200667119, 2022 | 9* | 2022 |
| Transient subdiffusion from an Ising environment G Muñoz-Gil, C Charalambous, MA García-March, MF Garcia-Parajo, ... Physical Review E 96 (5), 052140, 2017 | 7 | 2017 |
| Efficient training of energy-based models via spin-glass control A Pozas-Kerstjens, G Muñoz-Gil, E Piñol, MÁ García-March, A Acín, ... Machine Learning: Science and Technology 2 (2), 025026, 2021 | 5 | 2021 |
| The anomalous diffusion challenge dataset G Muñoz-Gil, B Requena, G Volpe, MA Garcia-March, C Manzo | 5 | 2021 |
| Modern applications of machine learning in quantum sciences A Dawid, J Arnold, B Requena, A Gresch, M Płodzień, K Donatella, ... arXiv preprint arXiv:2204.04198, 2022 | 2 | 2022 |
| Unsupervised learning of anomalous diffusion data: an anomaly detection approach G Muñoz-Gil, GG i Corominas, M Lewenstein Journal of Physics A: Mathematical and Theoretical 54 (50), 504001, 2021 | 1 | 2021 |
| Applications of quantum randomness: From Rabi oscillations to Fourier axis controlling the musical timbre R Yamada, S Grandi, G Muñoz-Gil, L Barbiero, A Aloy, M Lewenstein arXiv preprint arXiv:2109.03511, 2021 | 1 | 2021 |
| Certificates of quantum many-body properties assisted by machine learning B Requena, G Muñoz-Gil, M Lewenstein, V Dunjko, J Tura arXiv preprint arXiv:2103.03830, 2021 | 1 | 2021 |
| Quantum Random Number Generators: Benchmarking and Challenges D Cirauqui, MÁ García-March, GG Corominas, T Graß, PR Grzybowski, ... arXiv preprint arXiv:2206.05328, 2022 | | 2022 |
| Anomalous diffusion: from life to machines (PhD Thesis) G Muñoz Gil Universitat Politècnica de Catalunya, 2020 | | 2020 |
| Understanding and improving unsupervised training of Boltzman machines G Munoz-Gil, A Pozas-Kerstjens, MA Garcia-March, M Lewenstein, ... Proceedings of ESANN, 2020 | | 2020 |
Maciej LewensteinICFO - Institute of Photonic SciencesVerified email at icfo.eu
