Sonia Arrasate

University of the Basque Country — Spain

Computer Science · Physical Sciences

22h-index1.3kcitations109works5.32yr avg
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Research Topics

Computational Drug Discovery Methods(32), Asymmetric Synthesis and Catalysis(21), Coordination Chemistry and Organometallics(13), Chemical Synthesis and Analysis(8), Machine Learning in Materials Science(6)

Publications109 total

Polymerase Chain Reaction. Perturbation Theory and Machine Learning Artificial Intelligence‐Experimental Microbiome Analysis: Applications to Ancient DNA and Tree Soil Metagenomics Cases of Study
Advanced Intelligent Systems·2026Open Access
LIFE.PTML Model Development Targeting Calmodulin Pathway Proteins
2025Open Access
Machine Learning Approach for Predicting Drug-Like Molecules Targeting Calmodulin Pathway Proteins
Journal of Chemical Information and Modeling·2025Open Access
IFE.PTML: advancing neurotherapeutic nanoparticle release-system design for enhanced brain delivery
Machine Learning Science and Technology·2025· 2 citedOpen Access
PTML models of self assembled ligand free nanoparticle catalysts for cross coupling reactions
Scientific Reports·2025Open Access
IFPTML Multi-Output Model for Anti-Retroviral Compounds Including the Drug Structure and Target Protein Sequence Information
Journal of Chemical Information and Modeling·2025
Drug Release Nanoparticle System Design: Data Set Compilation and Machine Learning Modeling
ACS Applied Materials & Interfaces·2025· 10 citedOpen Access
Artificial Intelligence-Driven Modeling for Hydrogel Three-Dimensional Printing: Computational and Experimental Cases of Study
Polymers·2025· 14 citedOpen Access
AI Driven Modelling for Hydrogel 3D-Printing: Computational and Experimental Cases of Study
Preprints.org·2024Open Access
Prediction of Dielectric Constant in Series of Polymers by Quantitative Structure-Property Relationship (QSPR)
Polymers·2024· 10 citedOpen Access
Adimen Artifiziala. PTIA eredu kimioinformatikoa endekapenezko gaixotasun neurologikoen kontrako botikak aurkitzeko
EKAIA Euskal Herriko Unibertsitateko Zientzi eta Teknologi Aldizkaria·2024Open Access
Prediction of Dielectric Constant in Series of Polymers by Quantitative Structure-Property Relationship (QSPR)
Preprints.org·2024· 2 citedOpen Access
NANO.PTML model for read-across prediction of nanosystems in neurosciences. computational model and experimental case of study
Journal of Nanobiotechnology·2024· 14 citedOpen Access
Machine learning guided prediction of warfarin blood levels for personalized medicine based on clinical longitudinal data from cardiac surgery patients: a prospective observational study
International Journal of Surgery·2024· 7 citedOpen Access
P252 Artificial intelligence and general data protection regulationcompliant synthetic data. Generation for CF enhanced diagnosis and personalized treatment
Journal of Cystic Fibrosis·2024
On the additive artificial intelligence-based discovery of nanoparticle neurodegenerative disease drug delivery systems
Beilstein Journal of Nanotechnology·2024· 15 citedOpen Access
NANO.PTML Model for read-across prediction of nanosystems in neurosciences. Computational model and experimental case of study
2024Open Access
Identification of Riluzole derivatives as novel calmodulin inhibitors with neuroprotective activity by a joint synthesis, biosensor, and computational guided strategy
Biomedicine & Pharmacotherapy·2024· 13 citedOpen Access
Implementation of IFPTML Computational Models in Drug Discovery Against Flaviviridae Family
Journal of Chemical Information and Modeling·2024· 9 citedOpen Access
Warfarin–A natural anticoagulant: A review of research trends for precision medication
Phytomedicine·2024· 20 cited
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Frequent Co-authors

Humberto González‐Díaz(35), Esther Lete(23), Nuria Sotomayor(22), Harbil Bediaga(10), Cristian R. Munteanu(10), Alejandro Pazos(5), Shan He(5), Aresatz Usobiaga(4), Olatz Zuloaga(4), Deyani Nocedo-Mena(4), Ricardo Santana(4), Robín Zuluaga(4), Piedad Gañán(4), Enrique Onieva(4), Iratxe Barbolla(4), Juan M. Ruso(3), Eva Garcı́a(3), Viviana Quevedo-Tumailli(3), Ainhoa Ardeo(3), Eneritz Anakabe(3)