HiDAM (High-Dimensional Data Mining and Analysis) Lab

Prediction of Solar Eruptive Events

Current Students

• Name: MohammadReza EskandariNasab
• Degree: PhD, CS
• Project: Time series data augmentation and developing ML cyberinfrastructure

• Name: Onur Vural
• Degree: PhD, CS
• Project: Contrastive learning and embedding of functional networks

• Name: Santosh Chapagain
• Degree: PhD, CS
• Project: Large Language Models and text representation learning

• Name: Nathan Nelson
• Degree: MS, CS
• Project: Causal inference on multivariate time series data of solar eruptive events

Past Students

• Name: Kartik Saini
• Degree: MS, CS, USU (2023)
• Thesis: Solar Flare Prediction From Extremely Imbalanced Multivariate Time Series Data Using Minimally Random Convolutional Kernel Transform
• Current Position: SDE 2, Amazon.

• Name: Dr. Khaznah Alshammari
• Degree: PhD, CS, NMSU (2024)
• Thesis: Deep Learning Approaches for Multivariate Time Series: Advances in Feature Selection, Classification, and Forecasting
• Current Position: Assistant Professor (tenure-track), Computer Science, Northern Border University, Saudi Arabia.

• Name: Dr. Cory Cascalheira
• Degree: PhD, Psychology, NMSU (2024)
• Thesis: Computational Methods Investigating Psychosocial Stressors Among Sexual And Gender Minority People: A Machine Learning And Natural Language Processing Approach
• Current Position: Postdoctoral scholar, VA Puget Sound Health Care System, Seattle, WA, USA.

• Name: Junyong Lee
• Degree: MS, CS, NMSU (2021)
• Thesis: Implementation Of Web-based Interface For Graph Embedding Methods And Machine Learning Pipeline
• Current Position: Full stack developer, University of New Mexico.