AI-assisted data analysis, computational models, and independent research experiments. Tools in this section range from applied Alaska geoscience to planetary geology and numerical simulation. All are in active development — outputs are exploratory and should be independently verified before use in any professional context.
Map-based tool for aggregating and analyzing historical geotechnical datasets using a multi-agent AI pipeline. Draw a study area polygon, submit a data request, and receive a synthesized site characterization report. Municipality of Anchorage borehole and geotechnical data is the first live source. Planned agents: Retrieval Coordinator, Harmonization, Quality Scoring, and Report Synthesis.
1D finite difference model for estimating heat transfer and settlement in thawing permafrost soils. Phase 1 implements the heat equation with an animated soil column and thaw front tracking. Phase 2 will couple Terzaghi consolidation theory for pore pressure and settlement output. Phase 3 targets the enthalpy method and a 2D cross-section view. Graduate math capstone project — theoretical rigor is a primary goal.
Planetary geology tool for analyzing impact crater morphology, scaling relationships, and subsurface structural effects. Explores the intersection of planetary geoscience and terrestrial geotechnical concepts — shock metamorphism, ejecta dynamics, and crater scaling laws. Independent research project; methodology subject to revision.
Three-dimensional visualization tool for subsurface borehole and stratigraphic data. Input boring logs with depth, soil unit, and sample data to generate an interactive 3D subsurface model. Intended to complement the RI01 data aggregation tool by providing a spatial view of site characterization results. Early development — interface and data format subject to change.
Interactive slope stability modeler implementing limit equilibrium methods for circular and planar failure surfaces. Alaska-relevant conditions — frozen/thawing slope materials, excess pore pressure from seasonal thaw, and weak marine clay failure planes (Bootlegger Cove Formation) — are planned as primary inputs. Early development; scope subject to refinement.
Ambitious long-term simulation project modeling sedimentary and glacial depositional processes through time. Aims to generate synthetic stratigraphic sequences reflecting Alaska depositional environments — glaciomarine, alluvial, aeolian loess, and lacustrine. Intended as both a research tool and an educational visualization. Largest and most speculative project in this suite; architecture and scope subject to significant revision.