Literature DB >> 17776217

Studying scientific discovery by computer simulation.

G F Bradshaw, P W Langley, H A Simon.   

Abstract

BACON is a computer program that simulates some of the important processes of scientific discovery. When provided with data about temperatures before and after two substances are brought into contact, the program infers the concept of specific heat and arrives at Black's law of temperature equilibrium. Comparison of BACON's discovery methods with historical records of Black's work casts light on the relation between data-driven and theory-driven discovery.

Year:  1983        PMID: 17776217     DOI: 10.1126/science.222.4627.971

Source DB:  PubMed          Journal:  Science        ISSN: 0036-8075            Impact factor:   47.728


  3 in total

1.  Scientific discovery as a combinatorial optimisation problem: how best to navigate the landscape of possible experiments?

Authors:  Douglas B Kell
Journal:  Bioessays       Date:  2012-01-18       Impact factor: 4.345

2.  The Role of Data in Model Building and Prediction: A Survey Through Examples.

Authors:  Marco Baldovin; Fabio Cecconi; Massimo Cencini; Andrea Puglisi; Angelo Vulpiani
Journal:  Entropy (Basel)       Date:  2018-10-22       Impact factor: 2.524

3.  Synthesizing theories of human language with Bayesian program induction.

Authors:  Kevin Ellis; Adam Albright; Armando Solar-Lezama; Joshua B Tenenbaum; Timothy J O'Donnell
Journal:  Nat Commun       Date:  2022-08-30       Impact factor: 17.694

  3 in total

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