Scientific Imaging
Promptable segmentation, powder morphology analysis, and particle detection for electron and optical micrographs (PromptMoE, SAM refinement).
Applied AI & Scientific Data
AI Systems for Materials Imaging & Process Data
AI systems specializing in promptable computer vision, automated SEM micrograph segmentation, process optimization, and unstructured data extraction.
Core Focus Areas
Specialized AI for Materials & Manufacturing Data
Unstructured Data & LLMs
Extracting structured data tables, process parameters, and meta-analysis datasets from technical reports and literature.
Process Optimization
Predictive models for wire-arc directed energy deposition (DED) bead shapes and cold spray processing parameters.
Uncertainty Quantification
Quantifying nondeterminism, bias estimation, and uncertainty bounds for scientific machine learning models.
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