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Modeling systems-level dynamics: Understanding without mechanistic explanation in integrative systems biology
15 references·8 citing·35 second hop
Modeling systems-level dynamics: Understanding without mechanistic explanation in integrative systems biology (2014)Modeling systems-level dynamics: Understa…Systems biology and the integration of mechanistic explanation and mathematical explanation (2013)Systems biology and the integ…Abstraction and the Organization of Mechanisms (2013)Abstraction and the Organizat…Mechanism and Biological Explanation (2011)Mechanism and Biological Expl…Calculating life? Duelling discourses in interdisciplinary systems biology (2011)Calculating life? Duelling di…Science in the Age of Computer Simulation (2010)Science in the Age of Compute…Dynamic mechanistic explanation: computational modeling of circadian rhythms as an exemplar for cognitive science (2010)Dynamic mechanistic explanati…Creating Scientific Concepts (2008)Creating Scientific ConceptsSystems Biology: Philosophical Foundations (2007)Systems Biology: Philosophica…When mechanistic models explain (2006)When mechanistic models expla…Surprised by a Nanowire: Simulation, Control, and Understanding (2006)Surprised by a Nanowire: Simu…Fundamental issues in systems biology (2005)Fundamental issues in systems…Extending ourselves: computational science, empiricism, and scientific method (2005)Extending ourselves: computat…Explanation: a mechanist alternative (2005)Explanation: a mechanist alte…Making things happen: a theory of causal explanation (2004)Making things happen: a theor…Thinking about Mechanisms (2000)Thinking about MechanismsInterdisciplinarities in Action: Cognitive Ethnography of Bioengineering Sciences Research Laboratories (2019)Interdisciplinarities in Acti…Values in Psychological Science (2018)Values in Psychological Scien…Much ado about mice: Standard-setting in model organism research (2018)Much ado about mice: Standard…Models and Simulations (2017)Models and SimulationsCommunicating with scientific graphics: A descriptive inquiry into non-ideal normativity (2017)Communicating with scientific…An engineering paradigm in the biomedical sciences: Knowledge as epistemic tool (2017)An engineering paradigm in th…One mechanism, many models: a distributed theory of mechanistic explanation (2015)One mechanism, many models: a…Heuristic approaches to models and modeling in systems biology (2015)Heuristic approaches to model…The cognitive neuroscience revolution (2015)Are More Details Better? On the Norms of Completeness for Mechanistic Explanations (2018)Cybernetics or Control and Communication in the Animal and the Machine (2019)Mechanisms in Science (2019)The Structure of Science (1961)Scientific Explanation and the Causal Structure of the World (1985)Explanation and Understanding (2005)Scientific Explanation and the Causal Structure of the World (2020)The Scientific Image. (1982)Representing and Intervening (1983)How scientific models can explain (2009)Integrating psychology and neuroscience: functional analyses as mechanism sketches (2011)The Explanatory Force of Dynamical and Mathematical Models in Neuroscience: A Mechanistic Perspective (2011)Discovering complexity: decomposition and localization as strategies in scientific research (1993)How Stuttering Develops: The Multifactorial Dynamic Pathways Theory (2017)AN OUTLINE OF GENERAL SYSTEM THEORY (1950)An introduction to cybernetics (1956)Genetics and philosophy: an introduction (2014)Reduction and Emergence in Science and Philosophy (2016)Processes and patterns of interaction as units of selection: An introduction to ITSNTS thinking (2018)Falsification and the Methodology of Scientific Research Programmes (1970)Falsification and the Methodology of Scientific Research Programmes (1976)What is a mechanism? Thinking about mechanisms across the sciences (2011)Integrating Personality Structure, Personality Process, and Personality Development (2017)The Cambridge handbook of thinking and reasoning (2005)Causal Mechanisms in the Social Sciences (2010)A network theory of mental disorders (2017)Neural Computation and the Computational Theory of Cognition (2012)In defence of the value free ideal (2013)Expanding the Dimensions of Epistemic Cognition: Arguments From Philosophy and Psychology (2011)The Oxford Handbook of Thinking and Reasoning (2012)A Critical Assessment of Business Model Research (2017)The philosophical novelty of computer simulation methods (2008)Modelling and representing: An artefactual approach to model-based representation (2011)Understanding from Machine Learning Models (2019)
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References

  • 2004Making things happen: a theory of causal explanation3,371 cited
  • 2000Thinking about Mechanisms3,178 cited
  • 2005Explanation: a mechanist alternative1,142 cited
  • 2008Creating Scientific Concepts717 cited
  • 2010Science in the Age of Computer Simulation710 cited
  • 2006When mechanistic models explain507 cited
  • 2005Extending ourselves: computational science, empiricism, and scientific method487 cited
  • 2013Abstraction and the Organization of Mechanisms258 cited
  • 2010Dynamic mechanistic explanation: computational modeling of circadian rhythms as an exemplar for cognitive science256 cited
  • 2005Fundamental issues in systems biology237 cited
  • 2011Mechanism and Biological Explanation231 cited
  • 2007Systems Biology: Philosophical Foundations226 cited
  • 2013Systems biology and the integration of mechanistic explanation and mathematical explanation107 cited
  • 2006Surprised by a Nanowire: Simulation, Control, and Understanding82 cited
  • 2011Calculating life? Duelling discourses in interdisciplinary systems biology73 cited

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  • 2015

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One mechanism, many models: a distributed theory of mechanistic explanation
62 cited
  • 2019Interdisciplinarities in Action: Cognitive Ethnography of Bioengineering Sciences Research Laboratories35 cited
  • 2017An engineering paradigm in the biomedical sciences: Knowledge as epistemic tool21 cited
  • 2017Communicating with scientific graphics: A descriptive inquiry into non-ideal normativity18 cited
  • 2018Much ado about mice: Standard-setting in model organism research15 cited
  • 2015Heuristic approaches to models and modeling in systems biology11 cited
  • 2017Models and Simulations10 cited
  • 2018Values in Psychological Science7 cited