Search for tag: "accuracy"
Jha, Shantenu - "A.I.- coupled High-Performance Computing for Discovery and Design"AI for Accelerating Invention, a new Princeton AI Lab initiative, integrates artificial intelligence into engineering research, developing new technologies and tools to accelerate the process of…
From Broadcast Broadcast Center Staff
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ReMatch+ Intern - Michel LiaoThrough Glasses: A Multi-Layer Transparent Segmentation Network Advised by: Jia Deng, Computer Science Erich Liang, Computer Science
From our Undergraduate Research
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Quasiclassical Trajectory Calculations of Rate Constants Using an Ab-initio Trained Machine Learning Force Field (aML-MD), Zhiyu Shi, GS (7ACD870A)Machine learning (ML) provides a great opportunity for the construction of models with improved accuracy for classical molecular dynamics (MD). However, the accuracy of a machine learning trained…
From Research Princeton Research Day
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Analyzing the underlying mechanisms of cross-platform validity for Natural Language Processing-based predictive models that identify mental disorders in social media users, Yubi Mamiya, UG '26 (3995017)Recent, dramatic increases in life-threatening self-harm and hospitalizations of young people due to mental disorders has motivated efforts to preemptively identify suffering individuals and connect…
From Research Princeton Research Day
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Robotic Swarm Inspection for Infrastructure Monitoring, Darren Chiu, UG '23 (2265354)Robotic swarm inspection for structures offers a flexible, scalable, and cost-effective solution in comparison to human inspection such as the benefit of being resilient to individual failures,…
From Research Princeton Research Day
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The Development of a Convolutional Neural Network for the Classification of Drum Sounds, Louis Larsen, UG (2270432)Music is a universal language, and people can easily decipher between many different types of instruments. While recent developments in machine learning have allowed computers to distinguish between…
From Research Princeton Research Day
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Reimagining Baseball Analytics using ChatGPT, Senne Michielssen, UG '25 (2771011)Spray charts are a data visualization used in baseball to describe which area of the field hitters have historically hit the ball to. Hitters have unique hitting tendencies for various reasons (e.g.,…
From Research Princeton Research Day
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CITP Lecture: "The Societal Impact of Foundation Models"Foundation models (ChatGPT, StableDiffusion) are transforming society: remarkable capabilities, serious risks, rampant deployment, unprecedented adoption, overflowing funding, and unending…
From Broadcast Broadcast Center Staff
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ReMatch Intern - Shruti RoyModeling North Atlantic Phytoplankton Blooms Mentors: Prof. Laure Resplandy, Geosciences Dr. Jessica Garwood, Geosciences
From our Undergraduate Research
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MyUHS - Uploading DocumentationThis video reviews the process to upload documentation that supports health history, including records from other medical providers, proof of immunizations, and past test results, into a…
From University University Health Services
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Solving Sudoku Puzzles with Recurrent Neural Networks, Richard Zhu, UG '23 (3967706)Recent advancements in machine learning have allowed for near-human or even superhuman performance in applications spanning chess-playing, protein folding, and natural language generation. Sudoku, a…
From Research Princeton Research Day
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Making Models and Mining Mimics: Insights From Computer Vision Into How Biological Systems Solve Visual Problems, Yael Stochel, UG '22 (3965102)Heliconius butterflies, a genus of butterfly that lives in South America, exhibit Mullerian mimicry, a type of mimicry in which toxic unrelated species evolve to share warning signals to teach and…
From Research Princeton Research Day
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The Old Bailey, U.S. Reports, and OCR: Benchmarking AWS, Azure, and GCP on 360,000 Page Images, William Ughetta, UG '21 (2304637)Court records spanning the entire eighteenth and nineteenth centuries present a compelling benchmark for leading Optical Character Recognition (OCR) cloud providers on historical documents. The…
From Research Princeton Research Day
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StressDeep: Stress Detection Using Wearable Medical Sensors and Efficient Neural Networks, Anu Vellore, UG '22 (2250003)Chronic stress poses serious harm to both physical and mental health. It is a risk factor for hypertension and coronary artery disease, as well as other health problems including gastroesophageal…
From Research Princeton Research Day
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