Our Services
At Interface Materials LLC, we provide advanced research, testing, and data-driven solutions focused on the science and engineering of materials interfaces. Our services are designed to support companies, national laboratories, and research groups developing next-generation clean energy technologies, and high-performance materials.
We offer state-of-the-art characterization services to analyze interfaces at the atomic, microstructural, mechanical, and chemical levels.
Capabilities:
- Surface and interface chemistry analysis
- High-resolution microscopy (SEM, TEM, AFM)
- Spectroscopy of interfacial layers (XPS, IR, Raman)
- Cross-sectional interface analysis for coatings and multilayers
Applications: battery interfaces, semiconductor stacks, corrosion interfaces.
We test how materials and their interfaces behave under harsh operating conditions typical of nuclear and energy systems.
Testing conditions:
- High temperature and thermal cycling
- Corrosion and oxidation environments
- Electrochemical environment
Deliverables: degradation mechanisms, failure maps, interface stability assessments, and predictive lifetime models.
We combine physics-based modeling and machine learning to help clients understand, design, and optimize interfaces.
Offerings:
- Multiscale interface modeling (DFT, MD, FEM)
- AI-assisted prediction of interfacial properties
- Computational screening of coating and material combinations
- Data fusion workflows to solve the “data scarcity” challenge
Outcome: faster material discovery, reduced experimental cost, and improved reliability predictions.
We design and evaluate coatings tailored to corrosion resistance, and thermal stability.
Services:
- Coating formulation and design
- Coating–substrate adhesion and durability testing
- Corrosion and wear resistance studies
- Interface optimization for thin films and multilayered systems
Industries served: advanced reactors, hydrogen systems, aerospace, energy storage.
We build specialized data infrastructures to catalog interfacial properties across multiple materials classes.
Services:
- Data collection, curation, and standardization
- Interfacial-property datasets for energy materials
- Custom database design for research organizations
- Integrating experimental + simulation + AI-derived data
Use cases: materials discovery pipelines, digital twins, ML model development.
We provide scientific and technical consulting to guide materials development, troubleshooting, and innovation.
Areas of expertise:
- Interface failure analysis
- Materials selection for energy applications
- Performance optimization for coatings and surfaces
- Research strategy and proposal development
- Technology translation and scale-up guidance
Ideal for: startups, reactor developers, government labs, and energy-materials R&D groups.
Why Work With Us?
Deep expertise in interface science, materials discovery and characterization
Experimentation, modeling, and data combined for holistic solutions
Transparent communication and thorough scientific methods
Tailored solutions for high-performance and complex environments