UROP Research Mentor Project Submission Portal: Submission #1117
Submission information
              Submission Number: 1117
  Submission ID: 20181
  Submission UUID: 81ef839b-078e-4603-bbf1-b80361048ec0
      Submission URI: /urop-research-mentor-project-submission-portal
          Submission Update: /urop-research-mentor-project-submission-portal?token=91ayh55k6hUAgb7uGp4sioFocPyLCV7b3u0_eibv3H8
      Created: Tue, 08/12/2025 - 08:19 PM
  Completed: Tue, 08/12/2025 - 08:19 PM
  Changed: Thu, 09/25/2025 - 12:53 PM
  Remote IP address: 217.180.196.112
  Submitted by: Anonymous
  Language: English
  Is draft: No
    Webform: UROP Project Proposal Portal
      Submitted to: UROP Research Mentor Project Submission Portal
    
          Research Mentor Information
Additional Research Mentor(s)
      
  
  
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          Overall Project Details
      
  
  
  *** Gradient descent method for potential energy of four equal charges
  
  
  
  
      
  
  
  Potential theory, real analysis, optimization
  
  
  
  
      
  
  
  Yes
  
  
  
  
      
  
  
  1
  
  
  
  
      
  
  
  Mathematics, statistics, physics, computer science, engineering
  
  
  
  
      
  
  
  On FSU Main Campus
  
  
  
  
      
  
  
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  Partially Remote
  
  
  
  
      
  
  
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  Flexible schedule (Combination of business and outside of business. TBD between student and research mentor.)
  
  
  
  
      
  
  
  Imagine placing four electrons on the sphere of radius 1 (a common beast in a Calculus class). They will repel each other, and therefore move along the sphere. They will stop moving when they reach an "equilibrium state"; mathematically speaking, when their potential energy is minimized. Unfortunately, the word "minimized" has different meanings in pure math vs the real life. In reality, this stable state can be reached at a critical point of the potential energy (the difference between a critical point, a local minimum and a global minimum is a common Calculus 3 problem). 
For the project, I propose to collect numerical evidence for the following conjecture: unless the four electrons were placed in a very unfortunate locations, they will reach the stable state at the global minimum of the potential energy. Specifically, they will arrange themselves in the vertices of a regular pyramid.
  For the project, I propose to collect numerical evidence for the following conjecture: unless the four electrons were placed in a very unfortunate locations, they will reach the stable state at the global minimum of the potential energy. Specifically, they will arrange themselves in the vertices of a regular pyramid.
      
  
  
  The main task will be to develop an efficient script implementing the gradient descent method for a specific "potential energy" function. 
The efficiency of the script can be evaluated as follows: the same question can be asked in a more general setting (for example, in higher dimensions), when the number of variables grows. The script is expected to be adaptable to those settings.
  The efficiency of the script can be evaluated as follows: the same question can be asked in a more general setting (for example, in higher dimensions), when the number of variables grows. The script is expected to be adaptable to those settings.
      
  
  
  Required: good knowledge of the first half of Calculus 3
Recommended: knowledge of a common programming language, such as C or Python.
The project can be viewed as a learning opportunity to better learn such a language.
  Recommended: knowledge of a common programming language, such as C or Python.
The project can be viewed as a learning opportunity to better learn such a language.
      
  
  
  The main point in my mentoring philosophy is fostering independent work of a student and teaching the student to come up with ideas, problems, and their solutions on their own.
  
  
  
  
      
  
  
  https://scholar.google.com/citations?user=x5-srkIAAAAJ&hl=en&oi=sra
  
  
  
  
      
  
  
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  2025
  
  
  
  
      
  
  
  https://cre.fsu.edu/urop-research-mentor-project-submission-portal?token=91ayh55k6hUAgb7uGp4sioFocPyLCV7b3u0_eibv3H8