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researcher

N. Lajnef

4 papers hereh-index 312.9k citations119 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author4

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • physics.geo-ph1

identity via Semantic Scholar / OpenAlex

most citedPhysics Informed Neural Network for Dynamic Stress Prediction

3 citations · 3 across the 4 of their papers we have counts for

collaborators

4 papers

cs.LG2024

Mechanics-Informed Autoencoder Enables Automated Detection and Localization of Unforeseen Structural Damage

Xuyang Li, Hamed Bolandi, Mahdi Masmoudi +3

Structural health monitoring (SHM) ensures the safety and longevity of structures like buildings and bridges. As the volume and scale of structures and the impact of their failure…

physics.geo-ph2022

Neuro-DynaStress: Predicting Dynamic Stress Distributions in Structural Components

Hamed Bolandi, Gautam Sreekumar, Xuyang Li +2

Structural components are typically exposed to dynamic loading, such as earthquakes, wind, and explosions. Structural engineers should be able to conduct real-time analysis in the…

cs.LG2022★ 3 cited

Physics Informed Neural Network for Dynamic Stress Prediction

Hamed Bolandi, Gautam Sreekumar, Xuyang Li +2

Structural failures are often caused by catastrophic events such as earthquakes and winds. As a result, it is crucial to predict dynamic stress distributions during highly disrupti…

cs.LG2022

NeuralSI: Structural Parameter Identification in Nonlinear Dynamical Systems

Xuyang Li, Hamed Bolandi, Talal Salem +2

Structural monitoring for complex built environments often suffers from mismatch between design, laboratory testing, and actual built parameters. Additionally, real-world structura…

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