Case Studies
Real engagements, real physics, real results.
Not configured. Not parameterized.
Built — atom by atom — around your product.
Purpose-built analysis tools — from quantum fundamentals to qualification-ready documentation.
Phase stability, solidification modeling, and composition optimization using CALPHAD methodology and purpose-built tools tailored to your alloy system.
Custom parameter sweeps, defect prediction, and process window mapping. Interactive defect regime boundaries for lack-of-fusion, keyhole, and balling conditions.
Thermal-mechanical finite element analysis, residual stress prediction, and distortion modeling. Simulation tools written around your geometry and loading conditions.
Sensitivity analysis, uncertainty quantification, and qualification-ready reporting. Every assumption documented, every calibration traceable to experimental data.
A structured pipeline from requirements to deliverables — no black boxes, no guesswork.
Define process and performance requirements.
Tools written for your system, calibrated against real world data.
Qualification-ready reports with documented root cause analysis.
Ensure that your software evolves alongside your product.
Deep expertise in additive manufacturing, expanding into adjacent materials-critical sectors.
Laser powder bed fusion process optimization, defect origin analysis, and build qualification for 316L SS, Ti-6Al-4V, AlSi10Mg, and more. From thermodynamic screening through full FEA — every tool purpose-built, every result traceable.
Cathode, anode, and solid-state electrolyte computational characterization. Phase stability, degradation mechanisms, and DOE milestone support.
Superalloys, high-entropy alloys, and specialty steels. Composition optimization, phase prediction, and mechanical property estimation.
Real engagements, real physics, real results.
Every result traces to governing equations, not training data. CALPHAD, finite element, and analytical models — written for your problem, transparent, and reproducible.
Deliverables built for regulatory review from day one. Every assumption, calibration, and sensitivity documented to pass engineering review boards.
Enterprise-grade analysis without enterprise overhead. Below the threshold that triggers six-month procurement cycles.
2–4 week engagements, not 6-month contracts. Analysis delivered fast enough to influence design decisions in real time.
