Search for tag: "machine"

06May2024_Fusion101

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PLI Symposium: Full

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PLI Symposium 2024: Boris Hanin

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Using Semantic Vectors to Uncover Nuance and Better Understand Ancient Roman Texts and Culture, Natalia Tam, UG '25 (4391AAA4)

Latin is difficult for machines to translate due to the language being highly inflectional and overlapping word forms frequently creating ambiguity. Even with the help of dedicated human translators,…

From  Research Princeton Research Day 3 likes 107 plays

Is it an Animal?: Reconstructing Ancient Fossils with Machine Learning, Advik Eswaran, UG '27 (7B7798F6)

My research project was on generating a 3D reconstruction of ancient fossils (565 million years old) from Siberia. Working with over 2000 cross-sectional images of the fossil sample, which is encased…

From  Research Princeton Research Day 10 likes 83 plays

The Domestication Yeast for Biomanufacturing through Vacuolar Isolation and Related Processes, Kenzo Salazar, UG '27, William Sebastian Gil, UG '27, Dowon Seo, UG '27 (73EFF2AD)

Biomanufacturing is the use of cell machinery to produce high-value chemicals. Although a growing field, used in the production of everyday products such as insulin and Vitamin C, the current…

From  Research Princeton Research Day 6 likes 47 plays

Envisioning Automated Glaucoma Screening: Domain Generalization for Deep Learning-Based Glaucoma Classification, Hannah Ulman, UG '24 (B7A45C16)

Rapid advancements in deep learning algorithms for computer vision tasks have produced powerful models that can accurately classify diseases from medical images across a variety of specialties. In…

From  Research Princeton Research Day 1 likes 49 plays

Analyzing How Neural Networks Manipulate the Shape of Data, Reuel Williams, UG '24 (9C22A282)

Understanding the mathematical shape of data that neural networks learn from can provide valuable insights into their inner workings. In my senior thesis, I delve into this concept using a…

From  Research Princeton Research Day 3 likes 39 plays

Cryo-EM Studies of Organelle Formation in Parasites , Jennifer Nwokeji, UG,'25 (47CC11C8)

Toxoplasmosis and malaria are parasitic diseases with significant global health impacts. An estimated 1 in every 3 individuals worldwide are infected with toxoplasmosis, and over 600,000 die annually…

From  Research Princeton Research Day 3 likes 55 plays

Building the World's Most Accurate Low-Cost Sensor, Ximu Du (Jerry), UG '26, (2BE88C8F)

Greenhouse gas emissions affect people from a variety of backgrounds, but only wealthy entities have the means to monitor their communities’ air quality with accuracy. Having a low-cost sensing…

From  Research Princeton Research Day 3 likes 92 plays

PowerVision: Giving AI the Ability to Understand Electrical Schematics, Dak Cheung Cheng, UG '25 (47276F72)

Power electronics are the backbone of the 21st century. Whether to comes to charging your phone or powering to a city, power electronics are are responsible for keeping the entire world running.…

From  Research Princeton Research Day 1 likes 40 plays

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 1 likes 26 plays

AHApril2024

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Bradford Seminar Series: "Artificial Intelligence for Climate Change Mitigation Roadmap"

David Sandalow is the Inaugural Fellow at the Center on Global Energy Policy and Director of the Energy and Environment Concentration at the School of International and Public Affairs at Columbia…

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SOS27January2024_AElgammal

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WC04January2024_SJha

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