UROP Research Mentor Project Submission Portal: Submission #1069

Submission information
Submission Number: 1069
Submission ID: 19941
Submission UUID: ade4f5f4-ecb7-4114-afe0-f262b3c81d95

Created: Wed, 07/30/2025 - 06:37 PM
Completed: Wed, 07/30/2025 - 06:37 PM
Changed: Mon, 10/06/2025 - 05:08 PM

Remote IP address: 144.174.214.38
Submitted by: Anonymous
Language: English

Is draft: No
Primary Research Mentor Name Raghav Gnanasambandam
Research Mentor Preferred Pronouns
When potential research assistants are reaching out via email, what is your preferred honorific?
Contact Email (FSU Email if affiliated) raghavg@eng.famu.fsu.edu
Position Title Faculty
FSU College (if applicable) FAMU-FSU College of Engineering
FSU Department or Non-FSU Organization Affiliation Industrial and Manufacturing Engineering
Headshot (optional)
Research Assistant Supervisor (if different from above)
Research Assistant Supervisor Preferred Pronouns
Research Assistant Supervisor Preferred Honorific?
Contact Email (FSU Email if affiliated)
Name of Other Faculty/Collaborator(s) (if applicable)
Other Faculty/Collaborator(s) Preferred Pronouns
Other Faculty/Collaborator(s) Preferred Honorific?
Contact Email (FSU Email if affiliated)
Title of the Project Scientific Machine Learning with Julia
Project Keywords Coding; Computation; Machine Learning;
Are you currently looking for research assistants? No
Number of Research Assistants Needed 1
Relevant Research Assistant Major(s) Open to all majors
Project Location: FAMU-FSU College of Engineering/Online
If the project location is off campus, does the research assistant(s) need to provide their own transportation? Bus
Please select the choice that most accurately describes your expectations for the research assistant(s): Partially Remote
Approximately how many hours a week would the research assistant(s) need to work? 6 hrs
Roughly what time frame do you expect research assistant(s) to work? Flexible schedule (Combination of business and outside of business. TBD between student and research mentor.)
Overall Research Project Description This research aims to understand the advantages of the computer programming language Julia in scientific machine learning. Python is the go-to programming language for most scientific machine learning work. Julia, a relatively new programming language, shows promise in achieving faster speeds than Python. The project will utilize a pre-existing Python code related to Physics Informed Neural Networks and convert it to Julia to analyze the advantages and disadvantages.
Research Tasks 1. Understand the basic syntax of Python and Julia.
2. Compare the speed of simple problems (loops, matrix multiplications, and matrix inversions) between both languages.
3. Understand basics of Physics-Informed Neural Networks.
4. Convert a pre-existing Python code to Julia.
5. Compare the speed and accuracy.
Skills that research assistant(s) may need: Some knowledge of calculus (required)
Some familiarity with coding (recommended).
Mentoring Philosophy Problem-based learning: Real-world problems are complex and multidisciplinary. The problem-based learning approach gives the students a problem they are excited about so that they develop the skills, often interdisciplinary, to solve it.

Growth Mindset: A growth mindset encourages embracing challenges, learning from failures, and viewing effort as a path to mastery. This perspective fosters resilience and a love for learning, making it a powerful driver for personal and academic growth.
Please provide a link to your publications, a video clip, or a website for your research project (if applicable):
Please add any additional information here (if applicable):
Are you interested in participating in the UROP Research Mentor Roundtable? No
Roundtable times and Zoom links
Mentor Handbook, FAQs, and Communication Yes
UROP Performance Evaluation Yes
Materials Grant Yes
UROP Poster Presentation Yes
Year 2025
update url https://cre.fsu.edu/urop-research-mentor-project-submission-portal?token=mfg4krYSLGQrLbXoNdDJu96wZ6Vib1BZ4GG2MS4JRl8