Publications by authors named "Hector Zenil"

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Leveraging network motifs to improve artificial neural networks.
Haoling Zhang, Chao-Han Huck Yang, Hector Zenil, Pin-Yu Chen, Yue Shen

Nat Commun· December 2025

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Scientific hypothesis generation by large language models: laboratory validation in breast cancer treatment.
Abbi Abdel-Rehim, Hector Zenil, Oghenejokpeme Orhobor, Marie Fisher, Ross J Collins

J R Soc Interface· June 2025

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On the salient limitations of the methods of assembly theory and their classification of molecular biosignatures.
Abicumaran Uthamacumaran, Felipe S Abrahão, Narsis A Kiani, Hector Zenil

NPJ Syst Biol Appl· August 2024

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Approximations of algorithmic and structural complexity validate cognitive-behavioral experimental results.
Hector Zenil, James A R Marshall, Jesper Tegnér

Front Comput Neurosci· January 2023

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Emergence and algorithmic information dynamics of systems and observers.
Felipe S Abrahão, Hector Zenil

Philos Trans A Math Phys Eng Sci· July 2022

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A Review of Mathematical and Computational Methods in Cancer Dynamics.
Abicumaran Uthamacumaran, Hector Zenil

Front Oncol· July 2022

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Algorithmic Information Distortions in Node-Aligned and Node-Unaligned Multidimensional Networks.
Felipe S Abrahão, Klaus Wehmuth, Hector Zenil, Artur Ziviani

Entropy (Basel)· June 2021

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Algorithmic Probability-Guided Machine Learning on Non-Differentiable Spaces.
Santiago Hernández-Orozco, Hector Zenil, Jürgen Riedel, Adam Uccello, Narsis A Kiani

Front Artif Intell· January 2021

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A Review of Methods for Estimating Algorithmic Complexity: Options, Challenges, and New Directions.
Hector Zenil

Entropy (Basel)· May 2020

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Training-free measures based on algorithmic probability identify high nucleosome occupancy in DNA sequences.
Hector Zenil, Peter Minary

Nucleic Acids Res· November 2019

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Undecidability and Irreducibility Conditions for Open-Ended Evolution and Emergence.
Santiago Hernández-Orozco, Francisco Hernández-Quiroz, Hector Zenil

Artif Life· September 2019

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An Algorithmic Information Calculus for Causal Discovery and Reprogramming Systems.
Hector Zenil, Narsis A Kiani, Francesco Marabita, Yue Deng, Szabolcs Elias

iScience· September 2019

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The Thermodynamics of Network Coding, and an Algorithmic Refinement of the Principle of Maximum Entropy.
Hector Zenil, Narsis A Kiani, Jesper Tegnér

Entropy (Basel)· June 2019

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Predictive Systems Toxicology.
Narsis A Kiani, Ming-Mei Shang, Hector Zenil, Jesper Tegner

Methods Mol Biol· February 2019

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A Decomposition Method for Global Evaluation of Shannon Entropy and Local Estimations of Algorithmic Complexity.
Hector Zenil, Santiago Hernández-Orozco, Narsis A Kiani, Fernando Soler-Toscano, Antonio Rueda-Toicen

Entropy (Basel)· August 2018

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Algorithmically probable mutations reproduce aspects of evolution, such as convergence rate, genetic memory and modularity.
Santiago Hernández-Orozco, Narsis A Kiani, Hector Zenil

R Soc Open Sci· August 2018

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Symmetry and Correspondence of Algorithmic Complexity over Geometric, Spatial and Topological Representations.
Hector Zenil, Narsis A Kiani, Jesper Tegnér

Entropy (Basel)· July 2018

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A Review of Graph and Network Complexity from an Algorithmic Information Perspective.
Hector Zenil, Narsis A Kiani, Jesper Tegnér

Entropy (Basel)· July 2018

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Corrigendum to "Slime mould: The fundamental mechanisms of biological cognition" [BioSystems 165 (2018) 57-70].
Jordi Vallverdú, Oscar Castro, Richard Mayne, Max Talanov, Michael Levin, Hector Zenil

Biosystems· April 2018

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Slime mould: The fundamental mechanisms of biological cognition.
Jordi Vallverdú, Oscar Castro, Richard Mayne, Max Talanov, Michael Levin, Hector Zenil

Biosystems· March 2018

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East-West paths to unconventional computing.
Andrew Adamatzky, Selim Akl, Mark Burgin, Cristian S Calude, José Félix Costa, Hector Zenil

Prog Biophys Mol Biol· December 2017

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HiDi: an efficient reverse engineering schema for large-scale dynamic regulatory network reconstruction using adaptive differentiation.
Yue Deng, Hector Zenil, Jesper Tegnér, Narsis A Kiani

Bioinformatics· December 2017

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Low-algorithmic-complexity entropy-deceiving graphs.
Hector Zenil, Narsis A Kiani, Jesper Tegnér

Phys Rev E· July 2017

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Human behavioral complexity peaks at age 25.
Nicolas Gauvrit, Hector Zenil, Fernando Soler-Toscano, Jean-Paul Delahaye, Peter Brugger

PLoS Comput Biol· April 2017

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Formal Definitions of Unbounded Evolution and Innovation Reveal Universal Mechanisms for Open-Ended Evolution in Dynamical Systems.
Alyssa Adams, Hector Zenil, Paul C W Davies, Sara Imari Walker

Sci Rep· April 2017

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