Mathematics
Currently, seqNMF is the leading algorithm for extracting repeated temporal motifs from neuronal recordings. However, it is computationally expensive, requiring manual regularization tuning…
Environmental Engineering
Over the last decade, more than 140 new emerging pollutants have been identified in wastewater treatment effluents, placing stress on existing infrastructure. These emerging pollutants inhib…
Materials Science
Optoelectronic semiconductors are a critical part of modern technologies, yet 50% of failures are linked to thermal overload. Conventional semiconductor packaging processes employ a single e…
Software Design
This research aims to address the high prevalence of obesity and diabetes in American Samoa by developing a deep learning–based food recognition system tailored to local dietary habits. The…
CWSF · 2026
Disease & Illness
Dementia and Alzheimer's disease are leading problems for seniors today, affecting millions of individuals worldwide. Symptoms of these conditions include cognitive impairment, personality c…
Environmental Engineering
Synthetic herbicides dominate agriculture due to their effectiveness and low cost; however, they cause water contamination, biodiversity loss, and the development of resistant weeds, threate…
Behavioral and Social Sciences
This research explored how the presence of spiders in homes in São Paulo's peripheral neighborhoods can promote environmental education in elementary schools, linking the topic to the Sustai…
Computational Biology and Bioinformatics
Alzheimer's disease (AD) is the most common neurodegenerative disorder and a leading cause of dementia worldwide, making early and accurate staging critical for research and care planning. A…
Engineering Technology: Statics & Dynamics
To address the limitations of existing ankle-foot rehabilitation devices in dynamic adaptability, response speed, and control accuracy, presents an upgraded intelligent rehabilitation system…
Biomedical Engineering
Circulating tumor cells (CTCs) are rare cancer-derived cells in the bloodstream and serve as important biomarkers for early cancer detection and monitoring. However, current clinical methods…
Biomedical Engineering
Iron deficiency is the most widespread nutritional disorder affecting women of reproductive age leading to fatigue, dizziness, and impaired brain function, among other symptoms thereby signi…
Materials Science
Postharvest losses of fresh fruits are primarily driven by physiological processes, including respiration, transpiration, and ethylene release, which accelerate ripening and quality deterior…
Computational Biology and Bioinformatics
The false killer whale (Pseudorca crassidens), one of Hawai?i's most endangered marine mammals, is difficult to monitor visually because of its deep-sea distribution and behavioral avoidance…
Chemistry
Conventional methanol production relies on a two-step process, where carbon dioxide is first converted into synthesis gas (syngas) and then methanol. This syngas step requires increased ener…
CWSF · 2026
Health & Wellness
Bronze Medal
When writing braille by hand, the writer will often use a braille slate. Using a standard braille slate, they write from the back of the page, which creates a unique challenge as the letters…
Materials Science
Attention-deficit/hyperactivity disorder (ADHD) affects 1 in 9 children in the United States. Current stimulant medications carry risks of elevated blood pressure, heart rate, and potential…
Software Design
The purpose of this project was to create and evaluate a heuristic algorithm for the Shortest Vector Problem (SVP), a fundamental challenge underlying lattice-based post-quantum cryptography…
Physics and Astronomy
Ultra-sensitive, scalable quantum computing relies on the precise control of open quantum systems, where environmental memory effects lead to non-Markovian noise. As quantum systems continue…
Software Design
Regulatory frameworks like GDPR, HIPAA, and CCPA prohibit raw data sharing across institutional boundaries, yet scientific progress increasingly depends on multi-party collaboration. Current…
Engineering Technology: Statics & Dynamics
Aerospike engines eliminate the 30–40% efficiency loss from conventional bell nozzles, yet no aerospike has achieved full operational flight due to extreme thermal loads on the central spike…
Engineering Technology: Statics & Dynamics
Electrohydrodynamic ( EHD ) propulsion, also known as ionic wind, is capable of producing thrust with no moving components. Using emitter and collector electrodes, EHD thrusters ionize and a…
Software Design
Delay Differential Equations (DDEs) are a more realistic and powerful version of regular Differential Equations, and are extremely common in anatomy, chemistry, ecology, and climate research…
Mathematics
This project proposes a fully model-free, parameter-free framework for time-series forecasting based on discretization and relative transition frequency matrices (RTFMs). Existing time-serie…
Engineering Technology: Statics & Dynamics
This project aims to develop compact robots that can be easily assembled and deployed, potentially in swarms. An autonomous mobile robot based on a Tensegrity structure is developed. The Ico…
Engineering Technology: Statics & Dynamics
A self-developed, open-source High-Temperature Superconducting (HTS) Applied-Field Magnetoplasmadynamic Thruster (AF-MPDT) platform for deep-space propulsion combines potential for high Isp…
Microbiology
It is important to find ways to study neuronal diseases or methods of treatment that are ethical, relevant, and effective. It is intriguing to see that the structure of fungal mycelium and n…
Behavioral and Social Sciences
The go/no-go (GNG) task is a well-known paradigm for studying reactive inhibition. While traditional GNG tasks use repetitive presentations of letters or other visual stimuli, there is an in…
Mathematics
This research aims to characterize divisor topologies within the framework of tau-factorization where tau is a symmetric relation on the set of non-zero, non-unit elements of an integral dom…
Earth and Environmental Sciences
Climate change continues to disrupt agricultural systems, making crop yield forecasting a critical component towards enabling climate resilience in agriculture. This project aimed to deciphe…
CWSF · 2026
Health & Wellness
Swallowing pills can be a massive fear and nuisance, that begs the question; does the size of pharmaceutical capsules affect how fast they dissolve in our bodies? There were three capsule si…