Amr GhanemPh.D.

Amr Ghanem

  • Associate ResearcherUniversity of Hawaiʻi at Mānoa
  • Advanced Structural Designer and AnalystMartin, Chock & Carden, Inc.

Quantifying multi-hazard resilience

Resilience assessment for buildings and infrastructure — what happens to a structure when hazards arrive in sequence, computed across a whole parameter space rather than one case at a time.

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Amr Ghanem

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Locus: multi-hazard resilience assessment tool

A subduction earthquake shakes a structure; the tsunami that follows floods it. The water meets a frame the shaking has already weakened, so assessing the hazards separately understates the risk. Earthquake and tsunami are the cases shown here — the method takes any demands that can be varied.

hazard 1hazard 210P(failure)each line is oneordinary fragility curve
What Locus produces: a surface, not a curve. Each marked line is an ordinary fragility curve — hold one hazard fixed and you get one of them. Schematic; the hazards are deliberately unnamed.

Open the interactiveThe research behind it

Expertise

Instrumentation and applied AI

What feeds the tool from the field: sensors on aging infrastructure, multi-sensor fusion, and applied AI — deep-learning image processing for damage detection.

Structural design and analysis

Buildings and bridges — from foundations up. Load capacity, structural behaviour, and the drawings that carry a design into construction.

Hazard assessment and mitigation

Establishing what a structure is exposed to and planning the response — including mitigation studies for climate resilience. The practice side of the question the research answers.

Condition assessment and construction support

What happens to structures already standing, and to designs already being built — assessing existing conditions in the field, and answering the questions construction raises.

Affiliations

Where the work is done, and where it was learned.