3 citations · 5 across the 9 of their papers we have counts for
9 papers
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…
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…
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…
Parameter Selection for Analyzing Conversations with Autism Spectrum Disorder
Tahiya Chowdhury, Veronica Romero, Amanda Stent
The diagnosis of autism spectrum disorder (ASD) is a complex, challenging task as it depends on the analysis of interactional behaviors by psychologists rather than the use of bioc…
Towards Goldilocks Zone in Child-centered AI
Tahiya Chowdhury
Using YouTube Kids as an example, in this work, we argue the need to understand a child's interaction process with AI and its broader implication on a child's emotional, social, an…
Cadence: A Practical Time-series Partitioning Algorithm for Unlabeled IoT Sensor Streams
Tahiya Chowdhury, Murtadha Aldeer, Shantanu Laghate +1
Timeseries partitioning is an essential step in most machine-learning driven, sensor-based IoT applications. This paper introduces a sample-efficient, robust, time-series segmentat…
The Other Side of Black Screen: Rethinking Interaction in Synchronous Remote Learning for Collaborative Programming
Tahiya Chowdhury
Collaborative learning environments such as programming labs are crucial for learning experiential hands-on skills such as critical thinking and problem solving, and peer discussio…