People
PhD Student
Arbab is a Ph.D. student in Computer Science at Iowa State University. Since joining Dr. Soumik's lab in Spring 2022, his research has primarily centered around 3D reconstructions using neural radiance fields (NeRFs), with specific applications on soybean plants. In addition, He explores the intersections of machine learning, computer vision, and generative AI in his work.
Publications:
- On the Use of FPGAs to Implement CNNs: A Brief Review
- A Minimal Neural Network Model to Predict Power Loss Due to Soiling in Stable Environments
- Forecasting Highly Fluctuating Electricity Load Using Machine Learning Models Based on Multimillion Observations
- The Power of Simplicity: Why Simple Linear Models Outperform Complex Machine Learning Techniques--Case of Breast Cancer Diagnosis
Area of Expertise:
Neural Radiance Fields (NeRFs)
Computer Vision
Generative AI
Advisor:
Education:
B.S., Computer Science, Lahore University of Management