02 / A CONNECTED PRACTICE
Observe. Understand. Build.
Sensor, AI, Simulation, and Engineering are parts of one process:
turning physical phenomena into systems that can be understood and used.
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
01 / DOMAIN
Sensor
Observe the physical world.
Acquire measurements, understand their limitations, and turn signals into usable data.
- GPR & geophysical sensing
- Seismic data
- NDT & field sensing
- Signal acquisition & processing
02 / DOMAIN
AI
Find structure in data.
Connect measured and synthetic data with models for interpretation and generation.
- Computer vision & segmentation
- Detection & deep learning
- Diffusion & flow matching
- Uncertainty quantification
03 / DOMAIN
Simulation
Model what lies beneath.
Use physical models to study phenomena, explore scenarios, and create synthetic observations.
- Physics-based modeling
- Synthetic data generation
- Forward modeling
- Scientific computing
04 / DOMAIN
Engineering
Make understanding usable.
Bring methods into software, visual interfaces, and systems that can be explored and tested.
- Software development
- Data pipelines
- Scientific visualization
- XR & interactive tools
See the connections in practice.Explore projects