5 papers
Data-driven Lake Water Quality Forecasting for Time Series with Missing Data using Machine Learning
Rishit Chatterjee, Tahiya Chowdhury
Volunteer-led lake monitoring yields irregular, seasonal time series with many gaps arising from ice cover, weather-related access constraints, and occasional human errors, complic…
Generative Discovery of Magnetic Insulators under Competing Physical Constraints
Qiulin Zeng, Tahiya Chowdhury, Md Shafayat Hossain
Discovering materials that must simultaneously satisfy multiple competing constraints remains a central challenge in computational materials design, particularly in data-scarce reg…
Expanding the extreme-k dielectric materials space through physics-validated generative reasoning
Hossain Hridoy, Tahiya Chowdhury, Md Shafayat Hossain
The most technologically consequential materials are often the rarest: they occupy narrow regions of chemical space, obey competing physical constraints, and appear only sparsely i…
Computational Thinking with Computer Vision: Developing AI Competency in an Introductory Computer Science Course
Tahiya Chowdhury
Developing competency in artificial intelligence is becoming increasingly crucial for computer science (CS) students at all levels of the CS curriculum. However, most previous rese…
Designing a User-centric Framework for Information Quality Ranking of Large-scale Street View Images
Tahiya Chowdhury, Ilan Mandel, Jorge Ortiz +1
Street view imagery (SVI), largely captured via outfitted fleets or mounted dashcams in consumer vehicles is a rapidly growing source of geospatial data used in urban sensing and d…