publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2026

  1. Toward Adaptive Non-Intrusive Reduced-Order Models: Design and Challenges
    Amirpasha Hedayat, Alberto Padovan, and Karthik Duraisamy
    Structural and Multidisciplinary Optimization, 2026
    DOI
  2. History-Aware Adaptive Reduced-Order Models via Incremental Singular Value Decomposition
    Amirpasha Hedayat, Ali Mohaghegh, Laura Balzano, and 2 more authors
    arXiv Preprint, 2026
    Under review, Journal of Computational Physics
    DOI
  3. In-Span Learning: Adapting Reduced-Order Models Using Their Own Predictions
    Amirpasha Hedayat, Laura Balzano, and Karthik Duraisamy
    arXiv Preprint, 2026
    Under review, Nature Communications
    DOI

2025

  1. Attention-Enhanced Convolutional Autoencoder and Structured Delay Embeddings for Weather Prediction
    Amirpasha Hedayat and Karthik Duraisamy
    arXiv Preprint, 2025
    DOI

2023

  1. Detecting Under-Resolved Flow Physics Using Supervised Machine Learning
    Amirpasha Hedayat and Carl Ollivier-Gooch
    AIAA Journal, 2023
    DOI
  2. Detecting Missing Flow Separation Using Supervised Machine Learning
    Amirpasha Hedayat and Carl Ollivier-Gooch
    In AIAA SCITECH 2023 Forum, 2023
    DOI

2022

  1. Detecting Missing Flow Separation and Predicting Error in Drag Using Supervised Machine Learning
    Amirpasha Hedayat
    University of British Columbia, 2022
    DOI