American University of Beirut
Data-Driven Modeling in Science and Engineering
Spring 2025

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Assignments

Assignments will be posted here.

  • Problem set #0 - Linear Algebra and Calculus
  • Problem set #1 - Regression in Empirical Laws  
  • Problem Set #2 - Deep Learning and Time Series Analysis
  • Problem Set #3 - Differential Equations and Probabilistic Modeling
  • Problem Set #4 - Data-Driven Reduced Order Modeling
  • Project Proposal
  • Final Project Instructions

American University of Beirut
P.O.Box 11-0236 / Mechanical Engineering
Riad El-Solh / Beirut 1107 2020

  • josephbakarji
  • josephbakarji.com