38,465 real projects from ISEF, the Canada-Wide Science Fair, JSHS, AJAS, the Calgary Youth Science Fair and the California Science & Engineering Fair — searchable by meaning, and filterable by fair, year, category and award.
ISEF · 2025
Robotics and Intelligent Machines
Current state-of-the-art large language models (LLMs), such as GPT, are able to accurately infer invasive details about individuals from anonymous online posts. This combined with the ease o…
ISEF · 2025
Robotics and Intelligent Machines
Radiologists and Pulmonologists identify radiographic findings of pulmonary nodules within daily clinical practice. The identification and classification of these nodules is critical, as mal…
AJAS · 2025
Robotics and Intelligent Machines (inferred)
A CNC Router is a manufacturing machine that is computer controlled and used in both industrial and certain small-scale use cases. My project aims to design and build a precise and affordabl…
ISEF · 2025
Robotics and Intelligent Machines
Reliable and timely access to medical supplies is a significant challenge in regions with poor infrastructures and frequent natural disasters. Drones present a promising solution by enabling…
ISEF · 2025
Robotics and Intelligent Machines
Rip currents pose significant hazards to beach safety. They are unpredictable and strong, quickly pulling swimmers away from shore, often leading to drowning. To mitigate the harm of rip cur…
AJAS · 2025
Robotics and Intelligent Machines (inferred)
Exploration of formerly uncharted terrain has sparked demand for robotic systems capable of locomotion across rough geometries of terrain. To construct such robots, researchers and engineers…
ISEF · 2025
Robotics and Intelligent Machines Third Award
Over 4 million colonoscopies result in severe adverse reactions (SAEs) such as perforations, internal bleeding, and other side effects by the external pressure placed by a gastroenterologist…
ISEF · 2025
Robotics and Intelligent Machines
Advancements in materials science have driven technological progress, yet discovering new materials remains challenging due to resource-intensive laboratory experiments, costly characterizat…
ISEF · 2025
Robotics and Intelligent Machines Second Award
Speech disorders such as stuttering, articulation errors, and atypical vocal patterns affect millions of children worldwide, limiting communication and confidence. Traditional therapy, while…
ISEF · 2025
Robotics and Intelligent Machines
Ornithopters have never fully replicated the efficiency of birds, which rely on complex kinematics that integrate thrust, lift, drag, and weight to optimize flight efficiency (Landell-Mills,…
ISEF · 2025
Robotics and Intelligent Machines Third Award
Coral reefs are a vital ecosystem that thousands of species rely on. However, with climate changing, coral reefs are struggling. The “Cnidaria” Project serves as a tool for scientists to acc…
ISEF · 2025
Robotics and Intelligent Machines
The teleoperation of robotic hands is limited by the high costs of depth cameras and sensor gloves, commonly used to estimate hand relative joint positions (XYZ). We present a novel, cost-ef…
ISEF · 2025
Robotics and Intelligent Machines
Cocoa production contributes 10% to Ghana’s GDP, but diseases like Anthracnose and Cocoa Swollen Shoot Virus Disease (CSSVD) caused $1.2 billion in losses in 2023. Traditional detection meth…
AJAS · 2025
Robotics and Intelligent Machines (inferred)
Most Large Language Models (LLMs) are trained to answer general questions, but these models often fall short when asked to solve complex mathematical problems. Though GPT-4 vision is conside…
ISEF · 2025
Robotics and Intelligent Machines
Urban transportation faces multifaceted challenges including traffic congestion, road safety, and the need for real-time accident prevention. This project presents a comprehensive approach e…
ISEF · 2025
Robotics and Intelligent Machines
The growing evolution of artificial intelligence tools has culminated in the development of potentially harmful technologies, such as audio deepfakes. These artificially created media can cl…
ISEF · 2025
Robotics and Intelligent Machines Second Award
Currently, there is a noticeable lack of AI in the medical field to support doctors in treating heterogenous diseases such as Glioblastoma Multiforme (GBM), which has a five-year survival ra…
ISEF · 2025
Robotics and Intelligent Machines
Pneumonia is a potentially lethal lung disease characterized by inflammation of the alveoli. Chest X-ray (CXR) imaging is the primary diagnostic tool, but human interpretation requires signi…
ISEF · 2025
Robotics and Intelligent Machines
The aim of this project is to determine how having two methods of movement (wheels and legs) affects the movement capabilities of a robot. First, a robot with both wheeled and quadruped syst…
ISEF · 2025
Robotics and Intelligent Machines Fourth Award
The main goal is to build a robot that can manage plant diseases autonomously for efficient disease management in agriculture. Conventional approaches are time-consuming, laborious, and inac…
ISEF · 2024
Robotics and Intelligent Machines
Every year in the U.S., millions of cats and dogs go missing, but only a few are reunited with their owners. To address this issue, our study proposes a deep learning approach for matching l…
ISEF · 2024
Robotics and Intelligent Machines
Deep neural networks are used in the medical industry as tools to diagnose skin cancer from photographic images and detect the severity of diabetic retinopathy. Alongside these steps in medi…
ISEF · 2024
Robotics and Intelligent Machines Third Award
Current commercial and research-grade prosthetics lack fine motor movements and have limited degrees of freedom. These functional limitations force the amputee to compensate, which causes ot…
ISEF · 2024
Robotics and Intelligent Machines
With over 150,000 new amputees each year, the need for more affordable, fully functional prosthetics continues to grow. The aim of this project is to create a cost-effective prosthetic hand…
ISEF · 2024
Robotics and Intelligent Machines
Machine learning is a rapidly growing field, making incredible advances especially in the subfields of computer vision and image classification. These advances are in part what allow for inn…
ISEF · 2024
Robotics and Intelligent Machines
Bionic soft robot is an important branch in the field of robotics, allowing robots to use effective mechanical structure to maneuver in complex conditions. Among them, water surface robots w…
ISEF · 2024
Robotics and Intelligent Machines
The existing Go AI System assumes players operate at the highest level, presenting analyses often inaccessible to most enthusiasts. This study addresses this gap by proposing novel estimatio…
ISEF · 2024
Robotics and Intelligent Machines
Genetic Algorithms mimic evolution of a species in nature, where each generation is made up of a population of chromosomes, which, through crossover and mutation, evolve increasingly fit off…
ISEF · 2024
Robotics and Intelligent Machines
This study aims to use machine learning to develop a more precise waste identification process than humans. We first observed the amount and type of contents in trash and recycling bins arou…
ISEF · 2024
Robotics and Intelligent Machines
When moving autonomously, robots struggle to move to an exact target position, usually overshooting the goal. This is because it is impossible to infinitely decelerate (or stop immediately).…