FIG. 01SYNTHETIC / ILLUSTRATIVE
GM Bridge
[Project description] Generative modeling, simulation, and the connections between them.
A PERSONAL TECHNICAL PLATFORM
BHCHOI.
Sensor · AI · Simulation
· Engineering
From physical sensing
to intelligent systems.
01 / SIGNAL FIELDSYNTHETIC DATA
RESEARCH × DEVELOPMENTUnderstanding the world. Building with it.SCROLL TO EXPLORE
01 / SELECTED WORK
All projectsIdeas, made tangible.
Explorations across sensing, learning, and building.
FIG. 02SYNTHETIC / ILLUSTRATIVE
GPRcast
[Project description] Ground-penetrating radar data and intelligent interpretation.
FIG. 03SYNTHETIC / ILLUSTRATIVE
GenFault / GenFault XR
[Project description] Geological structures, generative models, and spatial interaction.
FIG. 04SYNTHETIC / ILLUSTRATIVE
Seismic Fault UQ
[Project description] Seismic fault interpretation through the lens of uncertainty.
Project previews are illustrative. Detailed descriptions and verified results are being prepared.
02 / EXPERTISE
Explore expertiseConnected by design.
Four domains. A continuous loop between observation and implementation.
ONE CONNECTED APPROACHPhysical world → Working systems
01
Sensor
Observe the physical world.
Signals → Data02
AI
Find structure in data.
Data → Intelligence03
Simulation
Model what lies beneath.
Physics → Possibilities04
Engineering
Make understanding usable.
Methods → SystemsOBSERVEMODEL · LEARN · VALIDATEBUILD
03 / RESEARCH
All publicationsResearch & publications.
2026Journal
Reproducibility-Based Field Validation of Complementary Subsurface Sensing Using a Quantum Diamond Magnetometer and Multi-Frequency Ground-Penetrating Radar
Sensors, 26(17), 5439
2025Journal
Synthetic seismic data generation with pix2pix for enhanced fault detection model training
Computers & Geosciences, 197, 105879
04 / FIELD NOTES
Read the logWork in progress.
ALWAYS EXPLORING
Between the physical
and the possible.