UROP Research Mentor Project Submission Portal: Submission #1195 | Center for Undergraduate Research and Academic Engagement

Submission information

Submission Number: 1195

Submission ID: 20571

Submission UUID: 4aecc8de-b07b-426f-8b95-c2898d4d84eb

Submission URI: /urop-research-mentor-project-submission-portal

Submission Update: /urop-research-mentor-project-submission-portal?token=UKy1mMXYXj10wK5EHQQc176vaTDntqjJVVDwl1ewT4A

Created: Sun, 08/17/2025 - 11:45 AM

Completed: Sun, 08/17/2025 - 11:45 AM

Changed: Wed, 10/29/2025 - 03:51 PM

Remote IP address: 144.174.214.38

Submitted by: Anonymous

Language: English

Is draft: No

Webform: UROP Project Proposal Portal

Submitted to: UROP Research Mentor Project Submission Portal

Research Mentor Information

Primary Research Mentor Name Raghav Gnanasambandam

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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

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Additional Research Mentor(s)

Research Assistant Supervisor (if different from above) Soumik

Research Assistant Supervisor Preferred Pronouns Sarkar

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Contact Email (FSU Email if affiliated) ss24ck@fsu.edu

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Overall Project Details

Title of the Project Physics Informed Neural Networks on Amazon Web Services

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? Yes

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 implement Physics-Informed Neural Networks (PINNs) on the cloud computing server Amazon Web Services (AWS). AWS offers a variety of cloud computing services, and the goal is to understand and implement Python code on the AWS servers. The results of the implementation will include performance comparisons, with application in 3D printing simulations. You will be trained on using AWS and PINNs by your supervisor.

Research Tasks 1. Get familiar with AWS.
2. Get familiar with PINNs.
3. Implement Python code for PINNs on AWS
4. Performance comparisons on 3D printing simulations.

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.

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Are you interested in participating in the UROP Research Mentor Roundtable? No

Roundtable times and Zoom links {Empty}

UROP Program Elements

Mentor Handbook, FAQs, and Communication Yes

UROP Performance Evaluation Yes

Materials Grant Yes

UROP Poster Presentation Yes

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Year 2025

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