Research
Publications and research output
Working papers, software, journal articles, thesis supervision, funded projects, and institutional research profile in applied mathematics, tensor methods, topological data analysis, computational mechanics, and related fields.
Institutional profile
Antonio Falcó Montesinos
Full Professor in the Department of Mathematics, Physics and Technological Sciences at CEU Cardenal Herrera University.
Research area: Applied Mathematics. Research group: XQBO Métodos computacionales para la modelización de procesos físicos.
Source: CEU research profile.
Publication list updated from the CEU portal view retrieved on 15-08-2026.
- 118
- curated publications shown below
- 7
- supervised PhD theses
- 18
- funded projects and contracts since 2016
- €1,389,419
- funding recorded by the portal
Recent institutional output
- Publications profile: curated publication list based on the CEU portal, including 2026 works in AIMS Mathematics, Journal of Physics A: Mathematical and Theoretical, Journal of Mathematical Physics, Alzheimer's and Dementia, Briefings in Bioinformatics, and Scientific Reports, plus 2025 works in Frontiers in Neural Circuits, International Journal of Molecular Sciences, IEEE Access, SoftwareX, Expert Opinion on Drug Discovery, and Journal of Nonlinear and Variational Analysis.
- Thesis profile: PhD in Mathematics from Universitat Autònoma de Barcelona, 1995, supervised by Dr. Lluís Alsedà Soler, plus 7 supervised theses and 15 thesis committee records.
- Funding profile: 18 funding records, including 2025 projects on augmented-data AI applications and digital-enabling technologies.
Selected Records
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On Minimal Subspaces in Tensor Representations
Foundations of Computational Mathematics, 2012. Journal article.
Contributors: Falco, Antonio; Hackbusch, Wolfgang.
WOSUID: WOS:000310338700002.
doi: 10.1007/s10208-012-9136-6
-
On the Convergence of a Greedy Rank-One Update Algorithm for a Class of Linear Systems
Archives of Computational Methods in Engineering, 2010. Journal article.
Contributors: Ammar, A.; Chinesta, F.; Falco, A.
WOSUID: ISI:000284330200009.
doi: 10.1007/s11831-010-9048-z
-
Proper generalized decomposition for nonlinear convex problems in tensor Banach spaces
Numerische Mathematik, 2012. Journal article.
Contributors: Falco, Antonio; Nouy, Anthony.
WOSUID: WOS:000305219700005.
doi: 10.1007/s00211-011-0437-5
-
A Proper Generalized Decomposition for the solution of elliptic problems in abstract form by using a functional Eckart-Young approach
Journal of Mathematical Analysis and Applications, 2011. Journal article.
Contributors: Falcó, A.; Nouy, A.
EID: 2-s2.0-78650698308.
doi: 10.1016/j.jmaa.2010.12.003
-
On the Dirac-Frenkel Variational Principle on Tensor Banach Spaces
Foundations of Computational Mathematics, 2019. Journal article.
Contributors: Falcó, A.; Hackbusch, W.; Nouy, A.
EID: 2-s2.0-85040867726.
doi: 10.1007/s10208-018-9381-4
Research Themes
Tensor Methods, PGD and High-Dimensional Approximation
Geometry, approximation and algorithms for tensor formats, PGD, low-rank methods and high-dimensional linear systems.
Computational Mechanics and Model Reduction
Reduced-order modelling, computational vademecums, composite forming, resin infusion and path-planning algorithms.
Topological Data Analysis and Biomedical Applications
Topological and data-driven methods for molecular topology, drug discovery, trajectories, genomics and biomedical signal analysis.
Numerical Methods in Finance and Risk
Numerical techniques for asset pricing, model calibration, financial-market models and real-options valuation.
Dynamical Systems and Symbolic Dynamics
Circle maps, kneading theory, phase-locking, entropy and symbolic dynamics in low-dimensional systems.
Quantum Computing and Mathematical Foundations
Recent work on quantum state preparation, quantum channels and mathematical foundations of quantum computing.
Full publication list
Working Papers
- Alberto Acevedo, Antonio Falcó
Finite-time quantum equilibration for continuous variables
Arxiv arXiv:2412.00982v1 [quant-ph] (2024)
- Raquel Bosch-Romeu, Julián Librero, Marina Senent-Valero, Marı́a Carmen Sanfeliu-Alonso,
José Marı́a Salinas-Serrano, Jaume Forés-Martos, Beatriz Suay-Garcı́a, Joan Climent , Antonio
Falcó and Marı́a Pastor-Valero A novel approach to learning through categorical variables applicable
to the classification of solitary pulmonary nodule malignancy
Research Square (2022)
- Jaume Forés-Martos, Beatriz Suay-García, Raquel Bosch-Romeu, Maria Carmen Sanfeliu-Alonso, Antonio Falcó,Joan Climent
Progression Analysis of Disease with Survival (PAD-S) by SurvMap identifies different prognostic subgroups
of breast cancer in a large combined set of transcriptomics and methylation studies
BioArxiV (2022)
- A. Falcó, W. Hackbusch and A. Nouy. Geometric Structures in Tensor Representations (Release 2). Preprint 56/2014 at Max Planck Institute for Mathematics in the Sciences (2014).
- A. Falcó, W. Hackbusch and A. Nouy. Geometric Structures in Tensor Representations.
Preprint 9/2013 at Max Planck Institute for Mathematics in the Sciences (2013).
- E. Estellés Arolas, F. González Ladrón de Guevara and A. Falcó Montesinos. Principal Component Analysis for Automatic Tag Suggestion
. Working Paper (2010).
- D. Santo-Orcero, C.R. Zacharias and A. Falcó. Fast matrix-vector multiplication for tight-binding hamiltonial matrices in the Lanczos method. Working Paper (2010).
- A. Nouy and A. Falcó. Constrained Tensor Product Approximations based on
Penalized Best Approximations. Working Paper (2010).
Software
-
Miriam Esteve, Raquel Bosch, Jaume Forés, Joan Climent, Antonio Falco.
GSSTDA: Gene Structure Survival using Topological Data Analysis
Papers from the CEU Research Portal
Curated from the CEU Research Portal and recent DOI updates: 118 records after removing duplicate or misattributed entries; DOI links verified for 88 records.
Each title links to its CEU record when available; DOI links are shown when available.
2026
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Finite-time equilibration bounds for continuous-spectrum quantum systems via spectral coarse graining
Journal of Mathematical Physics, Vol. 67, Núm. 8, article 083505
doi: 10.1063/5.0333547
-
A rigorous and self-contained proof of the Grover-Rudolph state preparation algorithm
AIMS Mathematics, Vol. 11, Núm. 6, pp. 16366-16394
doi: 10.3934/math.2026672
-
Geometric complexity of quantum channels via unitary dilations
Journal of Physics A: Mathematical and Theoretical, Vol. 59, Núm. 20
doi: 10.1088/1751-8121/ae6add
-
Inference as the defining criterion of AI: rethinking the EU AI Ac
Law, Innovation and Technology
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Polypharmacy is associated with lower progression from MCI to Alzheimer's disease, with sex-specific patterns across drug classes
Alzheimer's and Dementia: Diagnosis, Assessment and Disease Monitoring, Vol. 18, Núm. 2
doi: 10.1002/dad2.70379
-
Topological deep learning for drug–target interaction, virtual screening, and docking scoring: a practical, benchmark-driven review
Briefings in Bioinformatics, Vol. 27, Núm. 4
doi: 10.1093/bib/bbag370
2025
-
A comprehensive update on the use of molecular topology applications for anti-infective drug discovery
Expert Opinion on Drug Discovery, Vol. 20, Núm. 4, pp. 465-474
doi: 10.1080/17460441.2025.2477625
-
Evidence of spatial periodic firing in the subiculum of mice
Frontiers in Neural Circuits, Vol. 19
doi: 10.3389/fncir.2025.1648844
-
Prognostic Relevance of Clinical and Tumor Mutational Profile in High-Grade Serous Ovarian Cancer
International Journal of Molecular Sciences, Vol. 26, Núm. 15
doi: 10.3390/ijms26157416
-
Trajectory Classification Through Topological Data Analysis Perspectives
IEEE Access, Vol. 13, pp. 32458-32469
doi: 10.1109/access.2025.3543111
-
UNIVERSALITY FOR NON-LINEAR CONVEX VARIATIONAL PROBLEMS
Journal of Nonlinear and Variational Analysis, Vol. 9, Núm. 2, pp. 161-177
doi: 10.23952/jnva.9.2025.2.01
-
topoEEG: An Python-framework for analyzing EEG data in neurodegeneratives disease through Topological Deep Learning
SoftwareX, Vol. 31
doi: 10.1016/j.softx.2025.102222
2023
-
A Laplacian decomposition algorithm for square matrices
EACA 2022: XVII Encuentro de Álgebra Computacional y Aplicaciones
-
A pre-processing procedure for the implementation of the greedy rank-one algorithm to solve high-dimensional linear systems
AIMS Mathematics, Vol. 8, Núm. 11, pp. 25633-25653
doi: 10.3934/math.20231308
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An elasticity-based smoothing post-processing algorithm for the quality improvement of quadrilateral elements
Finite Elements in Analysis and Design, Vol. 215
doi: 10.1016/j.finel.2022.103888
-
Computer-aided drug repurposing to tackle antibiotic resistance based on topological data analysis
Computers in Biology and Medicine, Vol. 166
doi: 10.1016/j.compbiomed.2023.107496
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Geometry of tree-based tensor formats in tensor Banach spaces
Annali di Matematica Pura ed Applicata, Vol. 202, Núm. 5, pp. 2127-2144
doi: 10.1007/s10231-023-01315-0
-
Schedulling Production Based on an Optimized Production Sequencer and Manufacturing Maps
Proceedings of the International Conference on Informatics in Control, Automation and Robotics
doi: 10.5220/0012155300003543
-
Structure and Approximation Properties of Laplacian-Like Matrices
Results in Mathematics, Vol. 78, Núm. 5
doi: 10.1007/s00025-023-01960-0
2022
-
A new splitting algorithm for dynamical low-rank approximation motivated by the fibre bundle structure of matrix manifolds
BIT Numerical Mathematics, Vol. 62, Núm. 2, pp. 387-408
doi: 10.1007/s10543-021-00884-x
-
New Pharmacokinetic and Microbiological Prediction Equations to Be Used as Models for the Search of Antibacterial Drugs
Pharmaceuticals, Vol. 15, Núm. 2
doi: 10.3390/ph15020122
-
On the Probabilistic Extension of the Classical Epidemiological Compartmental Model
Nonlinear Systems and Complexity, pp. 175-200
doi: 10.1007/978-3-031-06632-0_9
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Synthesis of Quinolones and Zwitterionic Quinolonate Derivatives with Broad‐Spectrum Antibiotic Activity
Pharmaceuticals, Vol. 15, Núm. 7
doi: 10.3390/ph15070818
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Towards a Hybrid Twin Model to Obtain the Formability of a Car Body Part in Real Time
Key Engineering Materials
doi: 10.4028/p-1v1o17
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Virtual Combinatorial Chemistry and Pharmacological Screening: A Short Guide to Drug Design
International Journal of Molecular Sciences, Vol. 23, Núm. 3
doi: 10.3390/ijms23031620
2021
-
A covid-19 drug repurposing strategy through quantitative homological similarities using a topological data analysis-based framework
Pharmaceutics, Vol. 13, Núm. 4
doi: 10.3390/pharmaceutics13040488
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A separated representation involving multiple time scales within the Proper Generalized Decomposition framework
Advanced Modeling and Simulation in Engineering Sciences, Vol. 8, Núm. 1
doi: 10.1186/s40323-021-00211-7
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Circadian PERformance in breast cancer: a germline and somatic genetic study of PER3 VNTR polymorphisms and gene co-expression
npj Breast Cancer, Vol. 7, Núm. 1
-
Empowering advanced driver-assistance systems from topological data analysis
Mathematics, Vol. 9, Núm. 6
doi: 10.3390/math9060634
-
Empowering advanced parametric modes clustering from topological data analysis
Applied Sciences (Switzerland), Vol. 11, Núm. 14
doi: 10.3390/app11146554
-
Molecular topology for the search of new anti-MRSA compounds
International Journal of Molecular Sciences, Vol. 22, Núm. 11
doi: 10.3390/ijms22115823
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Monitoring Weeder Robots and Anticipating Their Functioning by Using Advanced Topological Data Analysis
Frontiers in Artificial Intelligence, Vol. 4
doi: 10.3389/frai.2021.761123
-
Principal bundle structure of matrix manifolds
Mathematics, Vol. 9, Núm. 14
doi: 10.3390/math9141669
-
Real-time path planning based on harmonic functions under a proper generalized decomposition-based framework
Sensors, Vol. 21, Núm. 12
doi: 10.3390/s21123943
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Spurious-free interpolations for non-intrusive PGD-based parametric solutions: Application to composites forming processes
International Journal of Material Forming, Vol. 14, Núm. 1, pp. 83-95
doi: 10.1007/s12289-020-01561-0
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Towards a PGD-Based Computational Vademecum for Robot Path Planning
Lecture Notes in Electrical Engineering
doi: 10.1007/978-3-030-63193-2_1
-
Towards a vector field based approach to the proper generalized decomposition (PGD)
Mathematics, Vol. 9, Núm. 1, pp. 1-14
doi: 10.3390/math9010034
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Transcriptomic and genetic associations between alzheimer’s disease, parkinson’s disease, and cancer
Cancers, Vol. 13, Núm. 12
doi: 10.3390/cancers13122990
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Tree-based tensor formats
SeMA Journal: Boletín de la Sociedad Española de Matemática Aplicada, Vol. 78, Núm. 2, pp. 159-173
doi: 10.1007/s40324-018-0177-x
2020
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A path planning algorithm for a dynamic environment based on proper generalized decomposition
Mathematics, Vol. 8, Núm. 12, pp. 1-11
doi: 10.3390/math8122245
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Molecular topology for the discovery of new broad-spectrum antibacterial drugs
Biomolecules, Vol. 10, Núm. 9, pp. 1-12
doi: 10.3390/biom10091343
-
Quantitative structure–activity relationship methods in the discovery and development of antibacterials
Wiley Interdisciplinary Reviews: Computational Molecular Science, Vol. 10, Núm. 6
doi: 10.1002/wcms.1472
-
Tape surfaces characterization with persistence images
AIMS Materials Science, Vol. 7, Núm. 4, pp. 364-380
doi: 10.3934/matersci.2020.4.364
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Tree-based qsar model for drug repurposing in the discovery of new antibacterial compounds against escherichia coli
Pharmaceuticals, Vol. 13, Núm. 12, pp. 1-13
doi: 10.3390/ph13120431
2019
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A PGD-based Method for Robot Global Path Planning: A Primer
ICINCO: PROCEEDINGS OF THE 16TH INTERNATIONAL CONFERENCE ON INFORMATICS IN CONTROL, AUTOMATION AND ROBOTICS, VOL 1
doi: 10.5220/0007809000310039
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Analysis of liquid impact phenomena affecting rain erosion failure in wind turbine blades. A viscoelastic parametric study
ECCM 2018 - 18th European Conference on Composite Materials
-
New solvent options for in vivo assays in the Galleria mellonella larvae model
Virulence, Vol. 10, Núm. 1, pp. 776-782
doi: 10.1080/21505594.2019.1659663
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On the Dirac–Frenkel Variational Principle on Tensor Banach Spaces
Foundations of Computational Mathematics, Vol. 19, Núm. 1, pp. 159-204
doi: 10.1007/s10208-018-9381-4
-
Topological index Nclass as a factor determining the antibacterial activity of quinolones against Escherichia coli
Future Medicinal Chemistry, Vol. 11, Núm. 17, pp. 2255-2262
doi: 10.4155/fmc-2019-0073
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Towards parametric RTM processes: The interpolative mapping
AIP Conference Proceedings
doi: 10.1063/1.5112637
2018
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A general framework for a class of non-linear approximations with applications to image restoration
Journal of Computational and Applied Mathematics, Vol. 330, pp. 982-994
doi: 10.1016/j.cam.2017.03.008
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Antioxidant capacity of 5-Fluorouracile and new fluorinated uracil derivates
Nereis: revista iberoamericana interdisciplinar de métodos, modelización y simulación, Núm. 10, pp. 99-105
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Model order reduction for dynamical systems: A geometric approach
Comptes Rendus - Mecanique, Vol. 346, Núm. 7, pp. 515-523
doi: 10.1016/j.crme.2018.04.010
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On the Existence of a Progressive Variational Vademecum based on the Proper Generalized Decomposition for a Class of Elliptic Parameterized Problems
Journal of Computational and Applied Mathematics, Vol. 330, pp. 1093-1107
doi: 10.1016/j.cam.2017.08.007
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Path Planning Based on Parametric Curves
Advanced Path Planning for Mobile Entities (InTech)
doi: 10.5772/intechopen.72574
2009
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A greedy approach to multiscale methods
International Journal of Material Forming, Vol. 2, Núm. SUPPL. 1, pp. 895
doi: 10.1007/s12289-009-0435-7
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A topological approach for the flow behaviour characterization in LCM processes
International Journal of Material Forming, Vol. 2, Núm. SUPPL. 1, pp. 17-20
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Los productos financieros : de la teoría a la práctica
Materials matemàtics, Núm. 0
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Optimal flow behaviour formulation for LCM processes based on homothopy maps and flow Pattern Configuration Spaces
ICCM International Conferences on Composite Materials
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The Hull-White model and multiobjective calibration with consistent curves: empirical evidence
Revista de la Real Academia de Ciencias Exactas, Fisicas y Naturales. Serie A. Matematicas, Vol. 103, Núm. 2, pp. 235-249
doi: 10.1007/bf03191944
2002
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Computación matemática y free software
II Congreso Aplicación de las Nuevas Tecnologías en la Docencia Presencial y E-learning [Archivo de ordenador] : Valencia, 10 y 11 de septiembre de 2002
Habilitation à diriger des Recherches
- A. Falcó. Contributions sur les systèmes dynamiques en petite dimension
et sur les problèmes variationnelles dans les espaces avec structure tensorielle . Département de Mathématiques,
Université de Nantes, June 2016.
PhD Thesis
- A. Falcó. Bifurcations and Symbolic Dynamics for
bimodal degree one circle
maps: The Arnol'd Tongues and the Devil's Staircase.
Departament de Matemàtiques,
Universitat Autònoma de Barcelona, March 1995.