Specialized Engineering Services
Three deeply integrated practices — Thermal Fluid Sciences, Industrial AI, and expert-led Training — combining decades of gas turbine and thermal systems experience with advanced computational capability to solve the most complex engineering challenges.
Thermal Fluid Sciences
Expert consulting in high-temperature fluid dynamics and combustion systems, with a focus on gas turbine efficiency and emissions. From first-principles design to test-cell commissioning, we cover the full lifecycle of high-energy thermal hardware.
- Gas turbine combustion design & troubleshooting: DLN/DLE systems, lean blowout, combustion dynamics, and emissions compliance
- Hydrogen & alternative fuels: combustor adaptation for H2 blends, syngas, and liquid fuels including crude oil
- Emissions mapping & optimization: experimental design, data interpretation, and digital-twin-driven tuning
- High-pressure test cell & facility engineering: design, specification, sizing, and commissioning
- Test execution automation, including auto-mapping for faster, more repeatable campaigns
- Computational Fluid Dynamics (CFD) & conjugate heat transfer analysis
- Finite Element Analysis (FEA) & structural integrity assessment
- ASME pressure vessel & static equipment design
Combustion Systems
Industrial AI & Data Analytics
Bridging the gap between physics-based engineering and modern machine learning to unlock hidden insights in your data. Unlike generic data science firms, we understand the underlying physics of your systems, so models are not just accurate but physically consistent and explainable.
- Physics-informed machine learning & neural networks grounded in governing equations
- Computer vision for automated inspection and defect detection
- Bayesian methods for uncertainty quantification and decisions under sparse data
- Predictive maintenance & reliability models that anticipate failures before they happen
- Anomaly detection in high-frequency sensor data
- Digital twin development for performance monitoring and optimization
- Production-grade data pipelines & decision systems, not throwaway notebooks
- Test automation that closes the loop between experiment and model
Physics-First AI
Training & Workshops
Instructor-led courses taught by industry veterans who have designed, tested, and fielded the systems they teach. We empower engineering teams with the latest tools and methodologies through hands-on technical training — on-site, online, or hybrid.
- Gas Turbine Emissions Mapping: our flagship 5-day course, from first principles to expert level
- Advanced Combustion Fundamentals
- Gas Turbine Combustion
- Fundamentals of Turbomachinery
- Data Visualization & Advanced Analytics
- Applied Machine Learning & AI for Engineers
- CFD Best Practices & Simulation
- Custom corporate training programs aligned to your systems, data, and business goals
Expert-Led Courses
From first call to fielded solution
A disciplined process honed across OEM programs, test campaigns, and field troubleshooting.
Discover
A focused technical conversation to understand your system, constraints, and what success looks like.
Diagnose
We dig into the data, drawings, and test results to isolate root causes, not symptoms.
Solve
Analysis, simulation, redesign, or model development, executed by senior engineers and validated against physics.
Deploy
Solutions delivered into your workflow: hardware changes, commissioned facilities, or production-grade software.
Work with us the way that fits
Project-Based Consulting
Scoped engagements with clear deliverables — a troubleshooting campaign, a test cell specification, a deployed model.
Embedded Expert Support
A senior specialist integrated with your team for the duration of a program, on-site or remote.
Workshops & Training
Instructor-led courses and tailored workshops that raise your whole team’s capability.
Have an "unsolvable" engineering problem?
Talk directly with the engineers who design, test, and fix demanding combustion and thermal-fluid systems.