18th Granada Seminar
New Tools and Methods for Complex Systems Research: from molecules to living and intelligent systems.
PROGRAM
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MONDAY
SEP 15
8:00
Registration
8:45
Opening
Chair: Pablo Hurtado
9:00 to 9:50
Herbert Levine
IMMUNE RECOGNITION BY T-CELLS: A TALE OF MACHINE LEARNING AND ITS LIMITATIONS
9:50 to 10:20
R. Belousov
MICROCANONICAL ENSEMBLE OUT OF EQUILIBRIUM
10:20 to 10:50
Anne L. Sánchez
SIMULATION OF BOLTZMANN BRAINS THROUGH STOCHASTIC NEURAL ARCHITECTURES: A COMPUTATIONAL PHYSICS APPROACH
10:50 to 11:20
Coffee break
11:20 to 11:50
Luis F. Seoane
TOPOLOGICAL COMMUNITIES IN COMPLEX NETWORKS
11:50 to 12:20
Christian Maes
NONEQUILIBRIUM-INDUCED KINETIC SELECTION: PATTERN RECOGNITION
12:20 to 12:50
Ana. P. Millán
TOPOLOGY SHAPES DYNAMICS OF HIGHER-ORDER NETWORKS
12:50 to 16:00
Lunch time
Chair: Miguel A. Muñoz
16:00 to 16:50
Enrique M. Muro
THE WAY TO COMPLEXITY: RETHINKING A MAJOR EVOLUTIONARY TRANSITION
16:50 to 17:20
Mario Castro
SIMPLICITY IN COMPLEXITY: A PROBABILISTIC VIEW OF OCCAM’S RAZOR
17:20 to 17:50
Eduardo Battaner
A FLUID MECHANICS APPROACH TO THE ORIGIN AND EVOLUTION OF LIFE
17:50 to 18:20
Sevastianos Korsak
REPLISAGE: A STOCHASTIC MULTI-SCALE FRAMEWORK FOR CHROMATIN FOLDING AND REPLICATION MODELED AS A PHASE TRANSITION SYSTEM
TUESDAY
SEP 16
Chair: Ana P. Millán
9:00 to 9:50
Pedro Mediano
9:50 to 10:20
Daniel Fraiman
UNIVERSALITY CLASS OF TRAFFIC JAMS
10:20 to 10:50
F. J. Pérez-Reche
SYNERGISTIC EPIDEMICS: MULTISTABILITY AND DYNAMIC HIGHER-ORDER INTERACTIONS ON NETWORKS
10:50 to 11:20
Coffee break
11:20 to 11:50
F. J. Marín Rodríguez
SCALAR EMBEDDING OF TEMPORAL NETWORK TRAJECTORIES
11:50 to 12:20
Ruben Calvo
FREQUENCY-DEPENDENT COVARIANCE AND THE CRITICAL BRAIN
12:20 to 12:50
Daniel Manzano
HYBRID QUANTUM-CLASSICAL WALKS IN COMPLEX NETWORKS
12:50 to 16:00
Lunch Time
Chair: Samuel Johnson
16:00 to 16:50
Roberta Zambrini
QUANTUM COMPLEX SYSTEMS FOR MACHINE LEARNING
16:50 to 17:20
Halin Sun
UNVEILING THE IMPORTANCE OF NON-SHORTEST PATHS IN QUANTUM NETWORKS
17:20 to 17:50
Tamas Kiss
COMPLEXITY OF ITERATED QUANTUM PROTOCOLS
17:50 to 18:20
Carlos P. Espigares
MAKING RARE EVENTS TYPICAL IN CHAOTIC MAPS
21:00
GALA DINNER
WED
SEP 17
Chair: Daniel Manzano
9:00 to 9:50
Miguel A. Muñoz
EMERGENT COMPLEXITY FROM MICROBIAL NETWORKS
9:50 to 10:20
Laia Barjuan
THE MULTISCALE SELF-SIMILARITY OF THE WEIGHTED HUMAN BRAIN CONNECTOME
10:20 to 10:50
Michael Moeckel
REDEFINING AUTISM SUBTYPES VIA MULTISCALE BRAIN NETWORK TOPOLOGY: PERSISTENT HOMOLOGY AND COMPLEX NETWORK ANALYSIS OF FMRI CONNECTIVITY
10:50 to 11:20
Coffee break
11:20 to 11:50
Victor Buendia
MESOSCOPIC THEORY FOR COUPLED STOCHASTIC OSCILLATORS
11:50 to 12:20
Madalina I. Sas
SYNCH.LIVE: COLLECTIVE MOTION INDUCES A STATE OF CONNECTEDNESS — AN EEG HYPERSCANNING STUDY
12:20 to 12:50
Alejandro de Haro-Garcia
EMERGENCE OF CHIMERA LIKE STATES IN REACTION-DIFFUSION ISING SYSTEMS
12:50 to 16:00
Lunch Time
Chair: Juana J. Bermejo
16:00 to 16:50
Daniele Marinazzo
INFORMATION DECOMPOSITION APPROACHES TO MAP BEHAVIOR IN COMPLEX SYSTEMS
16:50 to 17:40
Samuel Johnson
TROPHIC ANALYSIS: A METHOD FOR STUDYING HIERARCHY AND DIRECTIONALITY IN COMPLEX SYSTEMS
17:40 to 19:00
Poster Session
THURSDAY
SEP 18
Chair: Serena di Santo
9:00 to 9:50
Fernando Rosas
A COMPUTATIONAL APPROACH TO HIERARCHICAL EMERGENCE
9:50 to 10:20
Carlos Gutierrez
EQUATIONS OF MOTION FOR ENGINES WITH THERMAL FEEDBACK
10:20 to 10:50
Stijn Van Vooren
ENHANCING ISING MACHINES FOR COMPLEX OPTIMIZATION WITH THE ADAM OPTIMIZER
10:50 to 11:20
Coffee break
11:20 to 11:50
W. Merbis
EFFECTIVE DIMENSIONAL REDUCTION OF MARKOVIAN SPREADING DYNAMICS ON COMPLEX NETWORKS
11:50 to 12:20
Leonardo Reyes
NONLINEAR FORECASTING METHODS REVISITED AND LEARNING WITHIN THE GHWS MODEL
12:20 to 12:50
C. D. Rodríguez-Camargo
DIRAC-OPERATOR-DRIVEN CONSENSUS DYNAMICS: TOWARDS TOPOLOGICAL DISTRIBUTED OPTIMIZATION IN HIGHER-ORDER NETWORKS
12:50 to 16:00
Lunch Time
Chair: Carlos P. Espigares
16:00 to 16:50
Edina Rosta
ENHANCED SAMPLING SIMULATIONS OF BIOMOLECULAR SYSTEMS
16:50 to 17:20
Adrián Aguirre-Tamaral
PHASE TRANSITIONS IN LIVING SYSTEMS: THE ROLE OF ADHESION IN TISSUE ARCHITECTURE
17:20 to 17:50
Rafael G. Uceda
CHIRAL MOLECULAR DESIGN GUIDED BY DATA SCIENCE: [6]HELICENE DERIVATIVES FOR CPL EMISSION
17:50 to 18:20
Mihnea Butiurca
A SIMPLE ANALYTICAL REPRESENTATION OF THE AIRCRAFT WINGS: CONCAVE-CONVEX CASE
Farewell
POSTERS
List of posters (in alphabetical order)
Jorge Barcenilla Gonzalez
MESOSCALE SIMULATION OF ACTIVE MATTER: A MOBILE AUTOMATA-INSPIRED APPROACH BASED ON STOCHASTIC LANGEVIN DYNAMICS AND MALAAna M. Cabañas
MODELING CIRCADIAN RHYTHMS WITH PHYSICS-INFORMED NEURAL NETWORKSHassan Chamati
MOLECULAR MAGNETISM UNDER ELECTRONS’ ORBITAL PHASE CONSTRAINTSPedro Jimenez-Gonzalez
THE LEARNING-CHAOS TRADE-OFF IN NEURAL NETWORK TRAININGGustavo Menesse
ASTROCYTE-MEDIATED HIGHER-ORDER CONTROL OF SYNAPTIC PLASTICITYArturo Moncho-Jorda
MODELING ADSORPTION ON BIOMIMETIC SURFACES FOR THE DEVELOPMENT OF ENVIRONMENTALLY FRIENDLY POLYMER COATINGSClaudio Parmeggiani
AUTONOMOUS GENERATION OF COMPLEX STRUCTURESAlessandro Patti
SEARCHING FOR BIAXIAL NEMATIC LIQUID CRYSTALS: FROM COLLOIDS TO MOLECULESAttila Portik
MULTIFRACTAL ANALYSIS OF JULIA AND QUASI-JULIA SETS FROM NONLINEAR QUANTUM PROTOCOLSAdrian Roig
PHENOMENOLOGICAL RENORMALIZATION GROUP: A GEOMETRIC PERSPECTIVEAlvaro Tejero
SQUEEZING LIGHT TO GET NON-CLASSICAL WORK IN QUANTUM ENGINES