Ideas for a project in computational chemistry?

AI Thread Summary
The discussion centers around finding project ideas for a computational chemistry course that requires the use of Python. Suggestions include modeling chemical reactions, focusing on solving partial differential equations (PDEs) and analyzing convergence behavior, determining reaction rates from data, and simulating oscillators like the Belousov–Zhabotinsky reaction. Other recommendations involve implementing quantum chemistry algorithms for molecular orbital theory and electronic structure calculations using libraries such as Psi4 or PySCF. Additionally, creating a program to simulate chemical kinetics experiments and visualize reaction rate data through numerical integration methods is proposed. Another idea mentioned is developing a titration curve for a polyprotic acid. Overall, the conversation highlights various ways to integrate chemistry and coding in a meaningful project.
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Hi all,

I'm having a course on computational chemistry, as part of a bachelor curriculum. We have a project that is due to 4 weeks and I'm failing to find an interesting idea for this project that has to be done using Python. It can be anything, as long as it involves chemistry and coding.

Would you guys have any idea for a tool or research that I could try to make it happen?

Thank you!
 
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What about modeling chemical reactions?

example

you could focus on using different methods to solve the pde and analyzing their convergence behavior. you could also determine a reaction rate given a set of data, etc.
 
Simulation of oscillators (like Belousov–Zhabotinsky reaction) is always fun.
 
Simple molecular dynamics can probably be done if everything is hardcoded.
 
Two suggestions: How about implementing quantum chemistry algorithms in Python to perform calculations such as molecular orbital theory, electronic structure calculations, or molecular dynamics simulations. Libraries like Psi4 or PySCF can be used for quantum chemistry calculations.

Or you could create a Python program to simulate chemical kinetics experiments and analyze reaction rate data. You can implement numerical integration methods to solve rate equations and visualize the kinetics of different reactions.
 
Topic's been up for a few days, and small number of responses - maybe some you could use.

How about making a titration curve for a polyprotic acid?
 
It seems like a simple enough question: what is the solubility of epsom salt in water at 20°C? A graph or table showing how it varies with temperature would be a bonus. But upon searching the internet I have been unable to determine this with confidence. Wikipedia gives the value of 113g/100ml. But other sources disagree and I can't find a definitive source for the information. I even asked chatgpt but it couldn't be sure either. I thought, naively, that this would be easy to look up without...
I was introduced to the Octet Rule recently and make me wonder, why does 8 valence electrons or a full p orbital always make an element inert? What is so special with a full p orbital? Like take Calcium for an example, its outer orbital is filled but its only the s orbital thats filled so its still reactive not so much as the Alkaline metals but still pretty reactive. Can someone explain it to me? Thanks!!
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