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2025	Classical sorting algorithms as a model of morphogenesis: Self-sorting arrays reveal unexpected competencies in a minimal model of basal intelligence Adaptive Behavior Taining Zhang, Adam Goldstein, Michael Levin
2025	Harnessing the analog computing power of regulatory networks with the Regulatory Network Machine iScience Alexis Pietak, Michael Levin
2025	Uncertainty minimization and pattern recognition in Volvox carteri and V. aureus Journal of The Royal Society Interface Franz Kuchling, Isha Singh, Mridushi Daga, Susan Zec, Alexandra Kunen, Michael Levin
2024	From reinforcement learning to agency: Frameworks for understanding basal cognition BioSystems Gabriella Seifert, Ava Sealander, Sarah Marzen, Michael Levin
2023	There’s Plenty of Room Right Here: Biological Systems as Evolved, Overloaded, Multi-Scale Machines Biomimetics Joshua Bongard, Michael Levin
2023	Darwin’s agential materials: evolutionary implications of multiscale competency in developmental biology Cellular and Molecular Life Sciences Michael Levin
2023	The molecular memory code and synaptic plasticity: A synthesis Biosystems Samuel J. Gershman
2022	Microbial Biocontrol: Food Security and Post Harvest Management Nathaniel A. Nwogwu, Fidelis O. Ajibade, Temitope F. Ajibade, Bashir Adelodun, Oluwaseyi A. Ajala, Pankaj Kumar, Adamu Y. Ugya, Hailu Demissie, Kayode H. Lasisi, Awoke Guadie
2022	Nonequilibrium dynamics of adaptation in sensory systems Physical Review E Daniele Conti, Thierry Mora
2022	Microbiome Under Changing Climate Priyanka Aley, Joginder Singh, Prasann Kumar
2022	Probabilistic Inference with Polymerizing Biochemical Circuits Entropy Yarden Katz, Walter Fontana
2022	Learning in Transcriptional Network Models: Computational Discovery of Pathway-Level Memory and Effective Interventions International Journal of Molecular Sciences Surama Biswas, Wesley Clawson, Michael Levin
2022	Operant conditioning of stochastic chemical reaction networks PLOS Computational Biology David Arredondo, Matthew R. Lakin
2022	Competency in Navigating Arbitrary Spaces as an Invariant for Analyzing Cognition in Diverse Embodiments Entropy Chris Fields, Michael Levin
2021	Life, death, and self: Fundamental questions of primitive cognition viewed through the lens of body plasticity and synthetic organisms Biochemical and Biophysical Research Communications Michael Levin
2021	A simple regulatory architecture allows learning the statistical structure of a changing environment eLife Stefan Landmann, Caroline M Holmes, Mikhail Tikhonov
2020	Phytoplankton Temporal Strategies Increase Entropy Production in a Marine Food Web Model Entropy Joseph J. Vallino, Ioannis Tsakalakis
2020	Regulation of axial and head patterning during planarian regeneration by a commensal bacterium Mechanisms of Development Katherine B. Williams, Johanna Bischof, Frederick J. Lee, Kelsie A. Miller, Jennifer V. LaPalme, Benjamin E. Wolfe, Michael Levin
2019	Overcoming randomness does not rule out the importance of inherent randomness for functionality Journal of Biosciences Yaron Ilan
2019	The Computational Boundary of a “Self”: Developmental Bioelectricity Drives Multicellularity and Scale-Free Cognition Frontiers in Psychology Michael Levin
2019	Primed to be strong, primed to be fast: modeling benefits of microbial stress responses FEMS Microbiology Ecology Felix Wesener, Britta Tietjen
2018	Using Maximum Entropy Production to Describe Microbial Biogeochemistry Over Time and Space in a Meromictic Pond Frontiers in Environmental Science Joseph J. Vallino, Julie A. Huber