Where can I learn about modeling and simulating situations and experiments?

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SUMMARY

The discussion emphasizes the importance of studying engineering, particularly Chemical Engineering, to effectively learn modeling and simulation of physical situations such as optics, thermodynamics, and nuclear reactions. Key concepts include Ordinary Differential Equations (ODEs) and Partial Differential Equations (PDEs), which are essential for translating physical mechanisms into mathematical models. The conversation highlights a lack of dedicated courses in modeling and simulation for Computer Engineering students, suggesting a need for foundational knowledge in engineering principles to formulate these equations accurately.

PREREQUISITES
  • Understanding of Ordinary Differential Equations (ODEs)
  • Familiarity with Partial Differential Equations (PDEs)
  • Knowledge of numerical analysis techniques
  • Basic principles of Chemical Engineering
NEXT STEPS
  • Study "Introduction to Numerical Analysis" by J. Stoer and R. Bulirsch
  • Learn about "Modeling and Simulation of Dynamic Systems" using MATLAB
  • Explore "Chemical Engineering Thermodynamics" by Y.A. Çengel
  • Research online courses on platforms like Coursera or edX focusing on ODEs and PDEs
USEFUL FOR

This discussion is beneficial for Computer Engineering students, aspiring engineers, and anyone interested in the modeling and simulation of physical systems, particularly in fields like thermodynamics and nuclear reactions.

Logical1
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Where/how can I learn about modeling and simulating situations/experiments for any physical situation (optics, thermodynamics, nuclear reactions). I'm an Computer Engineering student and I don't believe there are any classes being offered for modeling and simulation. What would be a good start in learning about how to model and simulate situations and experiments?
 
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The key is ODEs and PDEs combined with numerical analysis. I am not current in the field so am not familiar with what texts are now available. In the past there were very few specific texts for modeling. The courses I took pretty much blazed their own path.
 
Logical1 said:
Where/how can I learn about modeling and simulating situations/experiments for any physical situation (optics, thermodynamics, nuclear reactions). I'm an Computer Engineering student and I don't believe there are any classes being offered for modeling and simulation. What would be a good start in learning about how to model and simulate situations and experiments?

The best thing to do is to study engineering, preferably Chemical Engineering. Before you can start solving ODEs and PDEs, you need to formulate these equations by translating the physical mechanisms involved into the language of mathematics. This is what engineering is all about. Chemical Engineering is involved with modeling thermodynamics, physical chemistry, reaction kinetics, nuclear reactions, transport phenomena (fluid mechanics, heat transfer, mass transfer) to design and analyze processing equipment and product functionality.
 

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