Dr. Bayu Adhi Tama
Non-Tenure Track
He/Him/His/Himself
About
Bayu Adhi Tama earned a Ph.D. degree from Pukyong National University, Republic of Korea in 2018. He is currently a research scientist at the NSF HDR Institute for Harnessing Data and Model Revolution in the Polar Regions (iHARP), University of Maryland, Baltimore County (UMBC), USA. He previously worked as a senior research fellow at the Data Science Group, Institute for Basic Science (IBS), a postdoctoral researcher at Pohang University of Science and Technology and Ulsan National Institute of Science and Technology, Republic of Korea, in 2022, 2020, and 2018, respectively.
Research interests
data-driven computational approaches for healthcare, manufacturing, cybersecurity, computational social science, and data-driven discoveries in polar regions.
Teaching interests
database systems, applied data mining, machine learning
Education
-
Ph D, Information systems
— Pukyong National University (2018) Classifier ensembles for predictive data analytics
-
MS, Information Technology
— University of Indonesia (2008) Analysis of Cross-selling product determination in the context of analytical CRM based on association rules
- BS, Electrical Engineering — Sriwijaya University (2004)
Publications
- Scalable Deep Learning for Greenland Ice Bed Topography Prediction 2025
- XCheck: A Consistency-Based Validation Framework for Englacial Layers Annotations 2025
- DeepTopoNet: A Framework for Subglacial Topography Estimation on the Greenland Ice Sheets 2025
Grants and Contracts
- Mapping Deep Ocean Steric Variablity Using Deep Argo and Machine Learning
Research in Progress
- A Benchmark Dataset and Algorithm Evaluation for Supraglacial Lake Detection on the Greenland Ice Sheet 2025
Courses Taught
- Intro To Database Design