Scientific Computing, AI Hardware Development, and Thin-Film Engineering
Phase III Physics provides scientific computing and advanced materials R&D infrastructure supporting government, academic, and commercial technology development.
Available now: Scientific computing & AI engagements. Thin-film deposition: commissioning / pilot collaborations welcomed.
Capabilities
We deliver physics-informed models, neuromorphic and machine-learning analyses, thin-film coatings, and prototype systems supported by dedicated computational and experimental infrastructure.
Scientific Computing
- Physics-informed ML (PINNs) and surrogate modeling
- GPU-accelerated training and evaluation workflows
- Scientific data analysis, optimization, and uncertainty quantification
Thin-Film Deposition
- DC and pulsed-DC magnetron sputtering (commissioning)
- Multilayer thin films for functional coatings
- Application-driven process development and pilot studies
Instrumentation R&D
- Detector concepts, prototyping, and test workflows
- Signal processing and ML-based classification
- Rapid R&D support for funded programs
Infrastructure
Compute
- Dedicated on-premises AI/ML training environment
- High-throughput storage for scientific datasets
- Reproducible workflows suitable for research deliverables
Experimental
- High-vacuum thin-film development platforms
- Process gas control and monitoring
- R&D-scale fixturing for multilayer growth
Supported by:
Partnering Research Institutions:
