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Browse project ideas by Polygence mentors
2. How error suppression, error mitigation, and error correction enable quantum computers to solve real-world problems (Research Paper)
Quantum computers are sensitive to environmental disturbances, called noise, while they are operating. Reducing the impact of this noise is essential for their reliable operation. Write a research paper describing error suppression, error mitigation, and/or error correction strategies for different types of quantum computers. You will learn about the following concepts: quantum computing, quantum circuits, quantum hardware, quantum control, quantum simulation, quantum algorithms, quantum noise, error mitigation, error suppression, error correcting codes You may choose which quantum computing hardware to focus on, which error reducing strategies to describe, and what types of problems the combination of quantum hardware and error-reducing strategy make solvable.
Math, Physics, Computer Science
1. Simulate an error-corrected quantum computer (Project and/or Research Paper)
Using Python and software libraries from Google or IBM, you will implement an error-corrected universal quantum computer. Your simulator will be able to accept any quantum input state and perform any unitary operation. You will be able to answer the following questions: When can a quantum computer be simulated? What is a qubit (quantum bit)? What is a quantum operation? What is quantum noise? How can entanglement safeguard quantum information? Depending on time and programming ability, the complexity of the simulation can be adjusted. Parameters include the number of qubits used and the types of noise to include in the simulation. A working simulator may be used to perform computational experiments. These experiments can serve as the basis of a research paper.
Math, Physics, Computer Science
Social Media Platform – Think BIG
Design and implement a social-media platform. Study existing platforms and develop a UNIQUE idea for your platform.
Computer Science
Peer Learning Tool or Website or App
Design and implement a peer-learning App or website. Study existing apps and mind-storm to get to a unique selling point for your app.
Computer Science
Open-Source Initiatives
Think beyond coding, start a book, or a collection of knowledge-based articles on a topic of your choice using open-source technologies (like GitHub).
Computer Science
Why Does the Three-Body Problem Defy Prediction?
Although Newton’s laws precisely describe two-body orbits, adding a third mass produces a fascinating blend of stable resonances and sensitive chaos that cannot be solved in closed form. In this project, you will review foundational research and then design and run your own computational simulations to see how varying initial positions lead to periodic, resonant, or wildly unpredictable trajectories. By engaging with professional journal articles and synthesizing your findings into a concise scientific paper, you will gain hands-on experience in reading the literature, experimenting with models and simulations, and communicating results clearly.
Math, Physics
The Impact of Mentorship on College Student Success
Examine how mentorship—formal or informal—affects college students’ academic confidence, engagement, and sense of belonging. Analyze existing research, interview peers with mentors, or survey student participants in mentorship programs to identify common outcomes and themes.
Business, Social Science
Exploring the First-Generation College Student Experience
Explore the experiences of first-generation college students, focusing on themes like belonging, academic support, and identity. Personal stories or interviews could be conducted to better understand the challenges and strengths of this community in higher education.
Business, Social Science
Crossing the Barrier: How HIV enters the central nervous system
This project explores how HIV crosses the blood-brain barrier and causes neuroinflammation. Students will focus on the role of CD14⁺CD16⁺ monocytes in transporting HIV into the brain and contributing to HIV-associated neurocognitive impairment (HIV-NCI). They will review scientific literature to understand the immune signals involved, including key cytokines and chemokines. Students will create a visual diagram to map the steps from infection to brain dysfunction. The final product will be an infographic or short video aimed at educating a general audience.
Cancer, Biology, Psychology
Create a global app in multiple languages to detect deep fakes cyberattacks in real time
Deep fakes attacks are quite common in today's digital world. Its affecting safety of personal ecosystem at all levels including finances, health, infrastructure and lives. A deep fake detection app in real time can help people be more attentive against deep fake attacks
Computer Science, Organizational Leadership
