Gorka Muñoz-Gil - Concepedia

Author

Gorka Muñoz-Gil

Institute of Photonic Sciences ORCID

Also Known As

G. Muñoz-Gil, Gorka Muñoz-Gil, Muñoz-Gil, Gorka

Publications

562

Citations

H-Index

Concepts

All Affiliations

Institute of Photonic Sciences Institució Catalana de Recerca i Estudis Avançats Universitat de Vic - Universitat Central de Catalunya Universität Innsbruck Universitat Politècnica de València

About

Gorka Muñoz-Gil is an author at Institute of Photonic Sciences specializing in engineering, physics, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	5	5	269
2	Computer Science	3	3	223
3	Natural Sciences	2	2	27
4	Data Science	2	2	169
5	Medicine	1	1	14

Gorka Muñoz-Gil

Publications

483

Citations

H-Index

Page 1

	Year	Citations
Single trajectory characterization via machine learning Gorka Muñoz-Gil, Miguel Ángel García-March, Carlo Manzo, New Journal of Physics EngineeringMachine LearningMachine Learning ToolSpatiotemporal DatabaseTrajectory Planning	2019	142
Modern applications of machine learning in quantum sciences Anna Dawid, Julian Arnold, Borja Requena, arXiv (Cornell University) Quantum ScienceQuantum ApplicationsEngineeringQuantum ComputingPhysics	2022	68
Machine learning method for single trajectory characterization Gorka Muñoz-Gil, Miguel Ángel García-March, Carlo Manzo, arXiv (Cornell University)	2019	41
Inferring pointwise diffusion properties of single trajectories with deep learning Borja Requena, Sergi Masó-Orriols, J. Bertrán, Biophysical Journal	2023	30
The anomalous diffusion challenge: single trajectory characterisation as a competition Gorka Muñoz-Gil, Giovanni Volpe, Miguel Ángel García-March, Anomalous Diffusion TrajectoriesAnomaly DetectionMachine LearningPhysicsData Science	2020	27
Stochastic particle unbinding modulates growth dynamics and size of transcription factor condensates in living cells Gorka Muñoz-Gil, Catalina Romero-Aristizabal, Nicolas Mateos, Proceedings of the National Academy of Sciences	2022	27
Unsupervised learning of anomalous diffusion data: an anomaly detection approach Gorka Muñoz-Gil, Guillem Guigó i Corominas, Maciej Lewenstein Journal of Physics A Mathematical and Theoretical	2021	25
Quantitative evaluation of methods to analyze motion changes in single-particle experiments Gorka Muñoz-Gil, Harshith Bachimanchi, Jesús Pineda, Nature Communications	2025	21
Quantum circuit synthesis with diffusion models Florian Fürrutter, Gorka Muñoz-Gil, Hans J. Briegel Nature Machine Intelligence Quantum ScienceEngineeringQuantum ComputingPhysicsQuantum Device	2024	19
Nonergodic subdiffusion from transient interactions with heterogeneous partners Christos Charalambous, Gorka Muñoz-Gil, Alessio Celi, Physical review. E Pattern FormationNon-local InteractionTransient InteractionsPhysicsNatural Sciences	2017	14

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