ABOUT / BHCHOI
Byunghoon Choi.
Geophysical sensing, scientific AI, and engineering.
Connecting measurements, models, and real-world interpretation.
Profile
I work at the intersection of geophysical sensing, machine learning, and scientific software. My research connects GPR and seismic interpretation with synthetic data generation, numerical modeling, and field validation.
Ph.D. Candidate · Inha University
View curriculum vitaeField research
Arctic field research · R/V Araon
Participated in Arctic seabed geological surveys and research on seafloor environmental change aboard the icebreaker Araon.
Research interests
Methods & questions
- Geophysical sensing
- Scientific AI
- Generative modeling
- Uncertainty quantification
- Synthetic data
Tools & systems
- Signal processing
- Computer vision
- Physics-based simulation
- Data visualization
- XR & 3D interaction
Education
Ph.D. Candidate · Energy Resources Engineering
Inha University · Geophysical Prospecting Laboratory. Doctoral coursework completed; dissertation research in progress.
Master’s Degree · Energy Resources Engineering
Inha University · Geophysical Prospecting Laboratory
Bachelor’s Degrees · Energy Resources Engineering & Software Convergence Engineering
Inha University · Dual degree
Recognition & community
5th place · PDDA Machine Learning Competition
Recognition in the 2023 PDDA machine learning competition.
Competition organizer · GPR buried-object localization
Organized “Find locations of buried objects from GPR data” on Kaggle.
View competition ↗Connect
Research, code, and shared questions.