(62) Colombo, M. (forth.). Bayesian Cognitive Science. Routledge Encyclopaedia of Philosophy [preprint]

(61) Colombo, M. (forth.). Nothing but a Useful Tool? (F)utility and the free energy principle. Commentary on Bruineberg et al. Behavioral and Brain Sciences [preprint]

(60) Colombo, M. (forth.). Computational modelling for alcohol use disorder. Erkenntnis.

(59) Colombo, M. (2022). Serotonin, Predictive Processing, and Psychedelics. Philosophy and the Mind Sciences, 3, 7.

(58) Colombo, M., & Palacios, P. (2021). Non-equilibrium Thermodynamics and the Free Energy Principle in Biology. Biology & Philosophy.

(57) Colombo, M. (2021). (Mis)computation in Computational Psychiatry. In F. Calzavarini & M. Viola (Eds.). Neural Mechanisms. New Challenges in the Philosophy of Neuroscience (pp. 427-448). Dordrecht: Springer Studies in Brain and Mind 17. [preprint]

(56) Colombo, M., & Fabry, R. (2021). Underlying delusion: Predictive processing, looping effects, and the personal/sub-personal distinction. Philosophical Psychology. 34, 829-855. [preprint]

(55) Colombo, M., Elkin, L., & Hartmann, S. (2021). Being Realist about Bayes, and the Predictive Processing Theory of Mind. The British Journal for Philosophy of Science. 72, 185-220. [preprint]

(54) Colombo, M., & Wright, C. (2021). First Principles in the Life Sciences: The free-energy principle, organicism, and mechanism. Synthese. 198, 3463–3488.

(53) van Dongen, N., Colombo, M., Romero, F., & Sprenger, J. (2021). Intuitions About the Reference of Proper Names: a Meta-Analysis. Review of Philosophy and Psychology. 12, 745–774.

(52) Colombo, M., Strangmann, K., Houkes, L., Kostadinova, Z., & Brandt, M. J. (2021). Intellectually Humble, but Prejudiced People. A Paradox of Intellectual Virtue. Review of Philosophy and Psychology. 12, 353-371. [This article has been discussed in Imperfect Cognitions]

(51) Cova, F., Strickland, B., Abatista, A., Allard, A., Andow, J., Attie, M., Beebe, J., Berniūnas, R., Boudesseul, J., Colombo, M., Cushman, F., Díaz, R., van Dongen, N., Dranseika, V., Earp, B., Gaitán Torres, A., Hannikainen, I., Hernández-Conde, J., Hu, W., Jaquet, F., Khalifa, K., Kim, H., Kneer, M., Knobe, J., Kurthy, M., Lantian, A., Liao, S., Machery, E., Moerenhout, T., Mott, C., Phelan, M., Rambharose, N., Reuter, K., Romero, F., Scott Phillips, J., Sousa, P., Sprenger, J., Thalabard, E., Tobia, K., Viciana, H., Wilkenfeld, D., & Zhou, X. (2021). Estimating the reproducibility of Experimental Philosophy. Review of Philosophy and Psychology. 12, 9–44. [preprint]

(50) Krauss, A., & Colombo, M. (2020). Explaining public understanding of the concepts of climate change, nutrition, poverty and effective medical drugs: An international experimental survey. PLoS ONE 15(6): e0234036.

(49) Colombo, M. (2020). Maladaptive social norms, cultural progress, and the free-energy principle. Commentary on Veissière et al. Behavioral and Brain Sciences, 43, E100. [preprint]

(48) Colombo, M. (2020). Resource-rationality as a normative standard of human rationality. Commentary on Lieder and Griffiths. Behavioral and Brain Sciences. 43, e5 [preprint]

(47) Colombo, M. & Knauff, M. (2020). Editors’ Review and Introduction: Levels of Explanation in Cognitive Science: From Molecules to Culture. Topics in Cognitive Science. 12(4), 1224-1240.

(46) Geuskens, M., & Colombo, M. (2020). Breaching Taboos at Work. A dialogue on (while) breastfeeding. In H. Dooremalen (Ed.). Hier Ben Ik. Liber Amicorum voor Monica Meijsing. (pp. 103-122). Tilburg: Brave New Books. [preprint]

(45) Colombo, M. & Heinz, A. (2019). Explanatory integration, computational phenotypes and dimensional psychiatry. The case of alcohol use disorder. Theory and Psychology, 29, 697-718.

(44) Colombo, M., Irvine, E., & Stapleton, M. (2019). Introduction. In M. Colombo, E. Irvine, & M. Stapleton, M. (2019). Andy Clark and his critics. (pp. 1-5). New York: Oxford University Press. [preprint]

(43) Colombo, M., & Raucea, C. (2019). Sheep in Aesop’s and Phaedrus’s fables. Commentary on Marino & Merskin on Sheep Complexity. Animal Sentience 2019.222.

(42) Colombo, M., Lai, J., & Crupi, V. (2019). Sleeping Beauty goes to the lab: The psychology of self-locating evidence. The Review of Philosophy and Psychology, 10, 173-185. [preprint]

(41) Colombo, M. (2019). Learning and reasoning. In M. Sprevak & M. Colombo (Eds.) The Routledge Handbook of the Computational Mind (pp. 381-396). New York: Routledge. [preprint]

(40) Sprevak, M., & Colombo, M. (2019). Introduction to Handbook. In M. Sprevak & M. Colombo (Eds.) The Routledge Handbook of the Computational Mind (pp. 1-5). New York: Routledge. [preprint]

(39) Colombo, M. (2018). How to foster respect for animals? Superiority, dissimilarity, and prejudice. Commentary on Chapman & Huffman on Human Difference. Animal Sentience 2018.171.

(38) Voelkel, J.G., Brandt, M.J., & Colombo, M. (2018). I know that I know nothing: Can puncturing the illusion of explanatory depth overcome the relationship between attitudinal dissimilarity and prejudice? Comprehensive Results in Social Psychology. 3(1), 56-78. [Winner of a “preregistration challenge award”, The Center for Open Science]

(37) Klein, D., & Colombo, M. (2018). Mystery and the Evidential Impact of UnexplainablesEpisteme. 15(4): 463-475. [preprint] [This article has been discussed by Tania Lombrozo in 13.7: Cosmos & Culture]

(36) Colombo, M., & Weinberger, N. (2018). Discovering Brain Mechanisms Using Network Analysis and Causal Modeling. Minds and Machines. 28, 265-286. [preprint]

(35) Colombo, M. (2018). Bayesian cognitive science, predictive brains, and the nativism debateSynthese. 195, 4817-4838.

(34) Colombo, M., Duev, G., Nujten, M., & Sprenger, J. (2018). Statistical reporting inconsistencies in experimental philosophy. PLOS ONE. 13(4): e0194360

(33) Colombo, M., Gervais, R., & Sprenger, J. (2017). Introduction: objectivity in science (S.I.). Synthese, 194, 4641–4642.

(32) Colombo, M., Bucher, L., & Sprenger, J. (2017). Determinants of Judgments of Explanatory Power: Credibility, Generality, and Statistical Relevance. Frontiers in Psychology, 8: 1430.

(31) Wright, C., Colombo, M., & Beard, A. (2017). HIT and Brain Reward Function: A Case of Mistaken Identity (Theory)History and Philosophy of Science Part CStudies in History and Philosophy of Biological and Biomedical Sciences, 64, 28-40. [preprint]

(30) Colombo, M., & Hartmann, S. (2017). Bayesian Cognitive Science, Unification, and ExplanationThe British Journal for Philosophy of Science, 68, 451-484 [preprint]

(29) Colombo, M. (2017). Experimental Philosophy of Explanation Rising. The case for a plurality of concepts of explanationCognitive Science, 41, 503-517. [preprint]

(28) Colombo, M., Bucher, L., & Sprenger, J. (2017). Determinants of judgments of explanatory power: Credibility, Generalizability, and Causal Framing. In G. Gunzelmann, A. Howes, T. Tenbrink, & E. J. Davelaar (Eds.). Proceedings of the 39th Annual Conference of the Cognitive Science Society (pp. 1806-1811) Austin, TX: Cognitive Science Society. [preprint]

(27) Colombo, M. (2017). Social motivation in computational neuroscience. Or if brains are prediction machines, then the Humean theory of motivation is false. In J. Kiverstein (Ed.) Routledge Handbook of Philosophy of the Social Mind (pp. 320-340). New York: Routledge. [preprint]

(26) Colombo, M. & Wright, C.D. (2017). Explanatory Pluralism: An Unrewarding Prediction Error for Free Energy TheoristsBrain and Cognition, 112, 3-12. [preprint]

(25) Colombo, M. (2017). Why Build a Virtual Brain? Large-Scale Neural Simulations as Jump Start for Cognitive ComputingJournal of Experimental & Theoretical Artificial Intelligence, 29, 361-370. [preprint]

(24) Colombo, M. (2016). Animal grieving and human mourning Commentary on King on Animal Grief. Animal Sentience 2016.110.

(23) Colombo, M., Postma, M., & Sprenger, J. (2016). Explanatory Judgment, Probability, and Abductive Inference. In Papafragou, A., Grodner, D., Mirman, D., & Trueswell, J.C. (Eds.). Proceedings of the 38th Annual Conference of the Cognitive Science Society (pp. 432-437). Austin, TX: Cognitive Science Society. [preprint]

(22) Colombo, M., Bucher, L., & Inbar, Y. (2016). Explanatory Judgment, Moral Offense, and Value-Free Science. An Empirical StudyThe Review of Philosophy and Psychology, 7, 743–763. [This article has been discussed in Cultura 3.0 and in Imperfect Cognitions]

(21) Colombo, M. (2015). Why Build a Virtual Brain? Large-scale Neural Simulations as Test-bed for Artificial Computing Systems. In D.C. Noelle, R. Dale, A.S. Warlaumont, J. Yoshimi, T. Matlock, C.D. Jennings, & P.P. Maglio (Eds.), Proceedings of the 37th Annual Conference of the Cognitive Science Society (pp. 429-34). Austin, TX: Cognitive Science Society. [preprint]

(20) Colombo, M. (2015). For a Few Neurons More. Tractability and Neurally-Informed Economic ModellingThe British Journal for Philosophy of Science, 66, 713-736.[preprint]

(19) Colombo, M., Hartmann, S., & van Iersel, R. (2015). Models, Mechanisms, and Coherence. The British Journal for Philosophy of Science, 66, 181-212. [preprint]

(18) Colombo, M., & Sprenger, J. (2014). The Predictive Mind and Chess-Playing. A Reply to Shand (2014). Analysis, 74, 603-608. [preprint]

(17) Colombo, M., Stankevicius, A., & Seriès, P. (2014). Benefits of social vs. non-social feedback on learning and generosity. Results from the Tipping GameFrontiers in Psychology, 5: 1154.

(16) Colombo, M. (2014). Neural Representationalism, the Hard Problem of Content, and Vitiated Verdicts. A Reply to Hutto & Myin (2013)Phenomenology and the Cognitive Sciences, 13, 257-274. [preprint]

(15) Colombo, M. (2014). Explaining Social Norm Compliance. A Plea for Neural RepresentationsPhenomenology and the Cognitive Sciences13: 217-138. [preprint]

(14) Colombo, M. (2014). Deep and Beautiful. The Reward Prediction Error Hypothesis of DopamineStudies in History and Philosophy of Science Part C: Studies in History and Philosophy of Biological and Biomedical Sciences, 45, 57-67. [preprint]

(13) Colombo, M.(2014). Caring, the Emotions, and Social Norm ComplianceJournal of Neuroscience, Psychology, and Economics, 7, 33-47 [preprint]

(12) Colombo, M. (2014). Two Neurocomputational Building Blocks of Social Norm ComplianceBiology and Philosophy, 29, 71-88. [preprint]

(11) Lisciandra, C., Postma-Nilsenová, M., & Colombo, M. (2013). Conformorality. A Study on Group Conditioning of Normative JudgmentThe Review of Philosophy and Psychology, 4, 751-764. [preprint]

(10) Colombo, M. (2013). Moving Forward (and Beyond) the Modularity Debate. A Network PerspectivePhilosophy of Science, 80, 356-377.[preprint]

(9) Colombo, M. (2013). Leges Sine Moribus Vanae. Does Language Make Moral Thinking Possible? Biology and Philosophy, 28, 501-521. [preprint]

(8) Colombo, M. (2013). Constitutive Relevance and the Personal/Subpersonal Distinction. Philosophical Psychology, 26, 547-570. [preprint]

(7) Colombo, M., & Seriès, P. (2012). Bayes in the Brain. On Bayesian Modelling in NeuroscienceThe British Journal for Philosophy of Science, 63, 697-723. [preprint]

(6) Colombo, M. (2010). How ‘Authentic Intentionality’ can be enabled. A Neurocomputational HypothesisMinds and Machines, 20, 183-202. [preprint]

(5) Colombo, M. (2009). What Can Neuroscience Offer to Economics? Humana.Mente: Journal of Philosophical Studies, 10, 41-59. [Invited] [pdf]

(4) Colombo, M. (2009). Looking at the Roots of Cooperation through the Brain, and What We Find There. In Gabbay, M. (Ed.) BPPA09 Proceedings, 15-26. [preprint]

(3) Colombo, M. (2009). Does Embeddedness Tell Against Computationalism? A Tale of Bees and Sea Hares. AISB09 Proceedings of the 2nd Symposium on Computing and Philosophy, 16-21. [pdf]

(2) Colombo, M. (2008). No-Brainer Predictions. Predictive Models in the Ultimatum Game. Rerum Causae Journal of the LSE Philosophy Society, 1, 42-50. [pdf]

(1) Di Francesco, M., Motterlini, M., & Colombo, M. (2007). In search of the neurobiological basis of decision-making: Explanation, Reduction and Emergence. Functional Neurology, 22, 197-204. [Invited]    [pdf]