Everything about Scientific modelling
Scientific activity that produces models
Scientific modelling is an activity that produces models representing empirical objects, phenomena, and physical processes, to make a particular part or feature of the world easier to understand, define, quantify, visualize, or simulate. It requires selecting and identifying relevant aspects of a situation in the real world and then developing a model to replicate a system with those features. Different types of models may be used for different purposes, such as conceptual models to better understand, operational models to operationalize, mathematical models to quantify, computational models to simulate, and graphical models to visualize the subject. Wikipedia →
🧭 Start here: a 6-step reading path
- Read the overview: Scientific modellingA 5-minute orientation
- Skim a recent paper: Dynamic topic modelling for exploring the scientific literature on coronavirus: an unsupervised labelling techniqueInfluential work since 2022
- Pick up a classic book: Use of simulation-optimization modeling to assess regional ground-water systemsThe most-reprinted book on the subject
- Read the landmark paper: Sampling and Bayes' Inference in Scientific Modelling and RobustnessCited 685 times
- Go sideways: Formal scienceA closely related topic
- Go sideways: Idealization (philosophy of science)A closely related topic
📖 Definitions
No dictionary entry for this exact phrase.
🗂️ The subject at a glance
🏆 Landmark papers (most cited)
Sampling and Bayes' Inference in Scientific Modelling and Robustness
The Difficult Process of Scientific Modelling: An analysis of novices' reasoning during computer‐based modelling
General morphological analysis as a basic scientific modelling method
Simplicity, Scientific Inference and Econometric Modelling
Modelling the hydrochemistry of catchments: a challenge for the scientific method
Modelling Analysis of Students’ Processes of Generating Scientific Explanatory Hypotheses
Simflowny 2: An upgraded platform for scientific modelling and simulation
Purposes and duties in scientific modelling
🆕 Influential since 2022
Dynamic topic modelling for exploring the scientific literature on coronavirus: an unsupervised labelling technique
Testing Causality in Scientific Modelling Software
KadiStudio: FAIR Modelling of Scientific Research Processes
Navigating scientific modelling and uncertainty: Insights from hazard, risk, and impact scientists in disaster risk management (DRM)
Learning electrochemistry through scientific inquiry. Conceptual modelling as learning objective and as scaffold
📚 Books worth reading
- 📕Use of simulation-optimization modeling to assess regional ground-water systemsPaul M. Barlow · 2005
- 📕Visualization of 3-D tensor fieldsLambertus Hesselink · 1996
- 📕Three-dimensional visualization of ozone process dataJames Ernest Rickman · 1997
Geometric ModellingH. Hagen, Gerald E. Farin · 1995
Science model makingRobert R. Hopwood · 1961- 📕RacewaysBernie Zubrowski · 1985
- 📕Three-dimensional user interfaces for scientific visualizationAndries Van Dam · 1995
- 📕The development and validation of a three-dimensional computer technique for analyzing human motionBenjamin Franklin Johnson · 1985
Ranked by number of editions on Open Library, a rough measure of how lasting a book is.
🔗 Related topics
- Formal science Formal science is a branch of science studying disciplines concerned with abstract structures described by formal systems. Whereas the natural sciences…
- Idealization (philosophy of science) In philosophy of science, idealization is the process by which scientific models assume facts about the phenomenon being modeled that are strictly false…
- Conceptual model Conceptual model is any model that is the direct output of a conceptualization or generalization process. Conceptual models are often abstractions of things…
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