Physics-informed modelling
PINN and inverse-analysis workflows for parameter recovery, constrained simulation and evidence-aware prediction.
RESEARCH AND SOFTWARE
Development programmes are distinct from commissioned engineering services. Their stated limits and review requirements apply.
COMPUTATIONAL INFRASTRUCTURE MODELLING
Fiidonant develops numerical and physics-informed models for infrastructure exposed to coupled ground, water and structural actions. Project use requires documented inputs, benchmark checks, stated limitations and professional review.
PINN and inverse-analysis workflows for parameter recovery, constrained simulation and evidence-aware prediction.
Inland and coastal flood processes, drainage response, flow interaction and infrastructure exposure.
Consolidation, compaction, groundwater response, dual permeability and soil-structure interaction.
Benchmarking, sensitivity testing, uncertainty statements and controlled technical visualisation.
Research outputs and experimental checkpoints remain clearly labelled. No unreviewed model output is presented as final design, certification or statutory approval.
ENGINEERING SYSTEMS
These are Fiidonant internal research and development systems, not representations of unnamed client commissions. The three system illustrations are representative visuals, not records of client projects.

A controlled workflow for borehole, CPT, SPT, groundwater and related foundation evidence, with provenance, claim limits and professional-review gates.

An evidence-led screening system for site context, flood exposure, source quality and escalation where project-specific professional review is required.

A project-control workflow for attributed site records, photographic evidence, hold points, independent review, integrated decisions and tamper-evident audit history.
DEVELOPMENT PROGRAMMES
Structured subsurface assessment for boreholes, CPT, SPT, laboratory tests, groundwater levels and foundation decisions.
A governed project workspace connecting SiteDiary, GroundData-GEOFAS, FloodReady NG, evidence and audit records.
Evidence-led screening for site context, flood exposure, source quality and escalation to professional review.