Munia Ahmed Biomedical engineering
Characterizing the sol-gel chemistry aging process on HA dip coatings will help determine the optimal conditions for HA implant coatings.
Mentor: Vincent Pizziconi
Program: GCSP research stipend

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Check out projects from the Fall 2025 Fulton Forge Student Research Expo and plan to attend the event on Tuesday, Nov. 18 from 1–3 p.m.
Displaying all projects.
Efficient DNA alignment tools accelerate disease research, genetic analysis, and personalized medicine to improve global health.
Mentor: David Claveau
Program: FURI
This research develops a method to monitor cerebral blood flow, replacing current bulky systems to improve neurostimulation therapies.
Mentor: Jit Muthuswamy
Program: FURI
Mapping and classifying event camera simulators will help researchers build smarter, faster, and more efficient vision systems.
Mentor: Bharatesh Chakravarthi
Program: FURI
Demonstrates if and how RIS can operate fully independently on solar power, allowing for sustainable and scalable deployment.
Mentor: Georgios Trichopoulos
Program: FURI
Reinforcing FeCrAl alloys with TiC will create stronger, heat-resistant metals for cleaner energy, aerospace, and nuclear systems.
Mentor: Minglei Qu
Program: MORE
Simulated space environments induce evolving radiation-induced defects, useful for the design of self-healable space electronics.
Mentor: Nick Rolston
Program: FURI
Modulating repression of downstream amino acid synthesis can improve monoethanolamine production in E. coli while preventing auxotrophy.
Mentor: David Nielsen
Program: FURI
Transforming wasted heat from power plants into reusable energy using reversible chemical reactions that are heat storage in liquid form.
Mentor: Robert Wang
Program: FURI
Cheap and abundant carbon has the potential to replace expensive critical metals of electrodes, such as silver, for semiconductor devices.
Mentor: Nick Rolston
Program: FURI
Studying the porosity of metal bone implants made with Laser Powder Bed Fusion (LPBF) will make them safer and more viable.
Mentor: Minglei Qu
Program: FURI
Exposing halide perovskites to radiation with energies ranging from ultraviolet to gamma exposure allows for determining space readiness.
Mentor: Nick Rolston
Program: FURI
Developing an RL model for autonomously enabling satellites to prioritize observations in areas with high atmospheric activity.
Mentor: Paul Grogan
Program: GCSP research stipend
Studying how FemTech apps handle user data over time will help make digital health tools safer and protect people’s reproductive privacy.
Mentor: Rakibul Hasan
Program: GCSP research stipend
Detecting SOZs in pediatric epilepsy using expert-informed, LLM-based AI reduces workload and improves care in data-limited settings.
Mentor: Sandeep Gupta
Program: FURI
Using electrons to image printable perovskite films shows nanoscale crystals and defects to study how processing conditions influence film.
Mentor: Nick Rolston
Program: GCSP research stipend
Comparing GRU and LSTM models with and without RL will advance knowledge of machine learning applications in quantitative finance.
Mentor: Michael Clough
Program: FURI
Immersive VR safety training lets fishermen practice emergencies risk-free, reducing fatalities in this high-risk industry.
Mentor: Heejin Jeong
Program: MORE
Designing T cell receptors that precisely target disease-related epitopes can accelerate personalized cancer and immunotherapy treatments.
Mentor: Heewook Lee
Program: FURI
Studying garment digitization, the generation of 3D garments from input images or text, for faster design processes in the industry.
Mentor: Pavan Turaga
Program: GCSP research stipend
Simplifying simulation modeling using visual super-ports, connections and statecharts for intuitive, reusable, integrated Digital Twins.
Mentor: Hessam Sarjoughian
Program: MORE
Investigating how efficiently special metals use sunlight to remove CO2 from the air will help combat the effects of global warming.
Mentor: Dorsa Parviz
Program: FURI
Characterizing the sol-gel chemistry aging process on HA dip coatings will help determine the optimal conditions for HA implant coatings.
Mentor: Vincent Pizziconi
Program: GCSP research stipend
Tackling a barrier of lead leaching into the environment from perovskite solar panels by capturing it with low-cost, sustainable materials.
Mentor: Nick Rolston
Program: FURI
Production of electrospun biocompatible sericin nano-scaffolds in a self-sustaining bioreactor for regenerative orthopedic implants.
Mentor: Vincent Pizziconi
Program: GCSP research stipend
Controlling defects in β-Ga₂O₃ enhances the efficiency and reliability of next-generation power devices, leading to improved performance.
Mentor: Farida Selim
Program: FURI
Studying melt pool dynamics for laser powder bed fusion to improve the quality of metal part production.
Mentor: Minglei Qu
Program: FURI
Using artificial intelligence to optimize perovskite processing will lead to more efficient and stable cost-effective solar cells.
Mentor: Nick Rolston
Program: FURI
Improving UAV stability and efficiency with adaptive morphing airfoils for gust-tolerant aerodynamic performance.
Mentor: Yulia Peet
Program: FURI
Improving Sb₂(S,Se)₃ solar cell performance through surface engineering to enhance the viability of next-generation solar technology.
Mentor: Feng Yan
Program: MORE
Developing water-based Li₂OHCl films via blade coating for scalable, low-cost, and moisture-stable solid-state batteries.
Mentor: Nick Rolston
Program: FURI
Improving battery health prediction extends lifespan and makes energy more reliable and sustainable for EVs and grid systems.
Mentor: Nick Rolston
Program: FURI
Analyzing stream flows and connecting them with historical drought data to model regional streamflow in the Western U.S.
Mentor: Margaret Garcia
Program: GCSP research stipend
Developing a model for inductors and transformers at high frequencies for better understanding of magnetic power losses.
Mentor: Mike Ranjram
Program: FURI
Using laser imaging to visualize fluid flow in heatsinks with extended surfaces helps improve the design of cooling systems for electronics.
Mentor: Beomjin Kwon
Program: FURI
Identifying optimal inter-electrode spacings to minimize stimulation thresholds will enhance long-term neuromodulation treatment outcomes.
Mentor: Jit Muthuswamy
Program: FURI
Studying variable emittance coatings in a space environment will optimize energy use for thermal control, improving spacecraft efficiency.
Mentor: Liping Wang
Program: MORE
The goal is to create more affordable and sustainable musical instruments for students in school by creating a solar-powered keyboard.
Mentor: Deana Delp
Program: FURI
This research will explore LiDAR’s effectiveness in expanding maritime defensive capabilities.
Mentor: Anoop Singh
Program: FURI
Enhancing perovskite film uniformity and thickness on silicon boosts light absorption and efficiency for low-cost tandem solar cells.
Mentor: Nick Rolston
Program: FURI
Characterizing the accumulation of a novel, targeted MRI contrast agent could improve diagnostic imaging for traumatic brain injuries.
Mentor: Kuei-Chun "Mark" Wang
Program: FURI
Studying productive capabilities of diverse pure and mixed chain elongating cultures for efficient creation of industrially useful products.
Mentor: Anca Delgado
Program: FURI
Dual-additive engineering boosts perovskite stability and performance without extra manufacturing steps for low-cost solar electronics.
Mentor: Nick Rolston
Program: FURI
Pairing a GNN with MPC advances modeling/control of deformable bodies for more accurate and controllable real-time dynamics across ropes.
Mentor: Leixin Ma
Program: FURI
Using perovskite mixed ionic-electronic conductors as switches will enable brain-inspired computer chips for artificial intelligence.
Mentor: Nick Rolston
Program: FURI
Enhancing drone safety with model-free neural control that detects and recovers from motor faults in real time.
Mentor: Kunal Garg
Program: MORE
Advancing powder-free continuous metal 3D printing will improve production speed and material performance in aerospace & biomedical fields.
Mentor: Xiangjia Li
Program: MORE
A framework for bias removal in ML models helps institutions protect sensitive data and leverage domain-specific constraints in their use.
Mentor: YooJung Choi
Program: MORE
This project seeks to optimize CdTe solar cell fabrication and investigate how bismuth doping influences power conversion efficiency.
Mentor: Feng Yan
Program: FURI
Analyzing the inability of generative image models to process "no," creating a diverse benchmark for evaluating and improving future models.
Mentor: Bharatesh Chakravarthi, Yiran Luo
Program: FURI
Using seaweed to filter wastewater and capture rare earth elements to create a sustainable and low-cost treatment method.
Mentor: Nick Rolston
Program: GCSP research stipend
We model network traffic to uncover hidden attack routes, helping security systems catch elusive threats and keep users safe online.
Mentor: Jedidiah Crandall
Program: FURI
Developing AI teaching assistants that deliver accurate responses by training them on lecture materials and student questions.
Mentor: Yuli Deng
Program: FURI
Exploring diffusion-based frameworks to improve video reconstruction from data captured by event-based cameras.
Mentor: Bharatesh Chakravarthi
Program: FURI
Developing single-camera stereoscopy will help improve semiconductor production with lower costs and more reliable data.
Mentor: Xiangyu Guo
Program: FURI
Developing faster energy-efficient microwave synthesis for Na-ion batteries to advance sustainable energy storage.
Mentor: Linqin Mu
Program: FURI
Understanding how thin film alumina oxide coatings applied with an open-air spray coater protects oxide transistors from water vapor damage.
Mentor: Nick Rolston
Program: FURI
Analyzing shifts in mHealth app policies and data behaviors over time to identify vulnerabilities and improve digital health privacy.
Mentor: Rakibul Hasan
Program: FURI
USB-powered wireless LEDs cut wiring and speed installs, enabling connector-free spaces and open designs for education and low cost.
Mentor: Ayan Mallik
Program: FURI
Using affordable and user-friendly spectrometers for water and soil quality assessment for satellite-based Earth Observation calibration.
Mentor: Saurav Kumar
Program: FURI
Improving real-time vision with ML-based motion deblurring from event cameras for safer robotics, driving, drones, and surveillance.
Mentor: Bharatesh Chakravarthi
Program: FURI
Teaching AI to explain its reasoning helps stakeholders understand not just what is right, but why it is right.
Mentor: Huan Liu
Program: FURI
Improving software reliability and security by studying how program structure influences the effectiveness of automated repair tools.
Mentor: Stephanie Forrest
Program: FURI
Leveraging the mobile ions in halide perovskites to create stable, low-cost, and efficient semiconductors for memory devices.
Mentor: Nick Rolston
Program: FURI
This research enables scalable, low-cost production of sodium solid-state electrolytes through improved material design.
Mentor: Nick Rolston
Program: FURI
Designing an electric vehicle charging adapter to unify various charging types will accelerate the nationwide adoption of electric vehicles.
Mentor: Michael Goryll
Program: FURI
Using LLMs to plan real-world tasks improves safety, adaptability, and personalization in human-AI collaboration.
Mentor: Sandeep Gupta
Program: FURI
SSBs use a solid electrolyte instead of a liquid electrolyte to facilitate the transfer of electrons, thereby producing electricity.
Mentor: Xin Xu
Program: FURI
The reuse of graphite in lithium-ion cells shows a practical approach for anode material recycling and advancing battery sustainability.
Mentor: Yoon Hwa
Program: FURI
Enhancing perovskite solar cells’ stability for harsh conditions to withstand temperatures and pressures in underwater environments.
Mentor: Nick Rolston
Program: FURI
Helping AI understand videos better so it can explain, predict, and reason about real-world events like traffic and safety.
Mentor: Bharatesh Chakravarthi
Program: FURI
Improving transformation efficiency will make the cyanobacterium a more effective host for developing sustainable fuels and chemicals.
Mentor: Arul Varman
Program: FURI
Studying the material characteristics of powder bed manufactured copper cubes can help illuminate proper manufacturing for medical devices.
Mentor: Leila Ladani
Program: FURI
We quantify the electrochemical processes that occur inside a battery and how they evolve over time both rapidly and non-destructively.
Mentor: Nick Rolston
Program: FURI
Verifying and improving the resiliency of distributed intelligent computing systems by ensuring secure and reliable computing environments.
Mentor: Hokeun Kim
Program: FURI
Creating PDMS recipes with tunable diffusion to mimic skin for improved transdermal drug delivery research.
Mentor: Brent Vernon
Program: FURI
Using a low-cost microcontroller vision system to sort recyclables in real time, reducing contamination and boosting recycling efficiency.
Mentor: Ryan Meuth
Program: FURI
Enhancing the environmental stability and manufacturability of perovskite solar cells using Carbon Electrodes.
Mentor: Nick Rolston
Program: FURI
Designing a desktop application that helps visualize battery characteristics assists individuals to compare contrasting battery data.
Mentor: Yoon Hwa
Program: FURI
Exploring how sleep affects body inflammation using multiple blood markers could help detect health risks earlier and improve sleep care.
Mentor: Bing Si
Program: FURI
Developing safer and more manufacturable solar materials for improved processability toward sustainable clean energy solutions.
Mentor: Nick Rolston
Program: GCSP research stipend
Comparing existing and novel solder joint materials to quantify temperature-induced stress and warpage in advanced flip-chip packaging.
Mentor: Robert Wang
Program: MORE
Event-RGB fusion A/B test validates robust nighttime tracking. Demonstrating higher IDF1 and >=20% fewer ID switches will boost safety.
Mentor: Bharatesh Chakravarthi
Program: FURI
VeriLLM uses AI to simplify Verilog hardware design, automating code and debugging to make engineering faster, easier, and more accessible.
Mentor: Jeff Zhang
Program: FURI
Examining an accessible way to track heart health in patients with heart failure using wearable devices and machine learning.
Mentor:
Program: FURI
Implementing electrical impedance in the development of more accurate and less invasive methods for monitoring intracranial pressure.
Mentor: Jit Muthuswamy
Program: FURI
This project investigates alternative methods for post-wildfire soil stabilization through bio-stimulation and engineered fungal mycelium.
Mentor: Emmanuel Salifu
Program: FURI
Comparing and researching AI with other risk management tools will allow software startups to choose the best tool that fits their purpose.
Mentor: Ayca Tuzmen
Program: FURI
Developing a drag reduction strategy by utilizing streamwise and spanwise wall shear stress components in turbulent flow channels.
Mentor: Yulia Peet
Program: FURI
Using pre-training data to find the root of LLM bias will help develop safe and reliable AI architectures and development practices.
Mentor: Ben Zhou
Program: FURI
Investigating how to prevent gelation in silk fibroin solutions will enable their use in biocompatible non-metallic internal implants.
Mentor: Vincent Pizziconi
Program: FURI
Meeting the need for improved thermal performance of increasingly small packages will enhance microchip reliability and maintain efficiency.
Mentor: Leila Ladani
Program: FURI
My research builds an AI co-tester that finds why app checks fail and auto-fixes them, shrinking downtime and boosting trust for users.
Mentor: Brian Atkinson
Program: MORE
Predicting whether an AI plan will work, which will help teams avoid failed runs, save time and computation, and choose better models.
Mentor: Lindsay Sanneman
Program: MORE
Predicting human risk-taking during communication delays so remote robots (space, disaster, rescue, etc.) act safer and prevent accidents.
Mentor: Wenlong Zhang
Program: FURI
Detecting cadmium in spinach using hyperspectral imaging can help keep our food safer and protect public health without harming the crop.
Mentor: Saurav Kumar
Program: FURI
Open-air plasma could replace UV ozone by improving surface roughness, wettability, adhesion, and reliability in semiconductor packaging.
Mentor: Nick Rolston
Program: FURI
Designing a miniature cooling device will help provide effective and safe treatment to people with drug-resistant epilepsy.
Mentor: Tianyu Yang
Program: FURI
Investigating varying materials' effect on liquid release from blister packs in microfluidic devices will improve storage and usability.
Mentor: Jennifer Blain
Program: FURI
Transforming noisy EMS calls into accurate transcripts will help hospitals prepare faster and improve patient care.
Mentor: Nakul Gopalan
Program: FURI
Using ML and non-invasive signals to build real-world algorithms for detecting undiagnosed sleep apnea.
Mentor: Md Mobashir Hasan Shandhi
Program: MORE
Investigation of production of Hydro-Treated biodiesel as a new green-derived corrosion inhibitor and fuel source.
Mentor: Shuguang Deng
Program: FURI
Creating material-specific particle-surface adhesion coefficients enables more accurate simulation predictions for real-world situations.
Mentor: Heather Emady
Program: FURI
Identifying the mechanisms that cause damage to neural cells during electrical stimulation will enhance the efficacy of neural therapies.
Mentor: Jit Muthuswamy
Program: FURI
Studying ozone nanobubbles in fresh and brackish water to assess their effectiveness and sustainability for harmful algal bloom treatment.
Mentor: Jesus Moron-Lopez, Sergi Garcia Segura
Program: FURI
Examining how robots can learn efficiently from simulations, reducing real-world data collection while maintaining safety and stability.
Mentor: Hua Wei
Program: FURI
Using machine learning to analyze maximum thermal performance of chiplets will allow for optimization to decrease energy consumption.
Mentor: Tianyu Yang
Program: FURI
Finding security vulnerabilities in autonomous robot navigation will improve the safety of these systems in the future.
Mentor: Muslum Ozgur Ozmen
Program: FURI
Researching air-sensitive materials requires a vessel that can maintain an airtight space and open with a spring lock when in a vacuum.
Mentor: Xin Xu
Program: FURI
Developing Bi-doped CdTe Solar Cells marks the beginning of a new era in stable, low-cost, and high-efficiency photovoltaic energy.
Mentor: Feng Yan
Program: FURI
Designing a switched resistor array to test pulsed power converters with medical, semiconductor fabrication, and defense applications.
Mentor: Mike Ranjram
Program: FURI
Enabling batteryless devices to securely communicate with traditional devices to make these eco-friendly devices safer for practical use.
Mentor: Muslum Ozgur Ozmen
Program: FURI
Training UAVs to intelligently intercept aerial threats will help build more adaptive autonomous defense systems for airspace security.
Mentor: Kunal Garg
Program: MORE
Investigating why safety-trained AI models deceive users will help create assistants that users can trust with sensitive data.
Mentor: Huan Liu
Program: GCSP research stipend
By creating a sensor that mimics a seal's whiskers, my research will allow us to track fish by the invisible trails they leave in the water.
Mentor: Leixin Ma
Program: FURI
AI that compresses and rebuilds soil images to make carbon mapping faster and land use more sustainable.
Mentor: Nakul Gopalan
Program: FURI
By automating data extraction and analysis, agentic AI enhances the precision and effectiveness of data mining for model development.
Mentor: Nick Rolston
Program: FURI