Author

S. Parida

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Open access Sep 2026

Finite-Element-Informed Neural Surrogates for Elastic Site Characterization from Sparse Data: A Feasibility and Sensitivity Study

Data-driven site characterization in geotechnical engineering increasingly relies on high-dimensional waveform data and computationally intensive inverse modeling. Full waveform inversion and finite element model updating typically rely on gradient-based or Bayesian optimization, requiring many serial forward simulatio...

Anthony LoRe Starleaf, S. Parida, Souvik Chakraborty et al. · Geotechnics · 0 citations

Open access Nov 2026

Roadway Traffic Assessment of the 2023 Maui Wildfires

Traffic congestion can be a critical impediment to achieving safe evacuations, especially in the case of short-notice wildfire evacuations. This paper describes a quantitative assessment of traffic movements across the island of Maui, HI, before, during, and after the devastating 2023 wildfires. Traffic counts from t...

B. Wolshon, Scott A. Parr, S. Parida et al. · Natural Hazards Review · 0 citations