lxc95

Physics-Informed-Statistical-Learning-for-Nonlinear-Dynamical-Systems

Surrogates.jl

Surrogate modeling and optimization for scientific machine learning (SciML)

1D-Finite-Element-Codes-Matlab

A simple Matlab implementation for 1D finite element methods for different physical phenomena: Heat transfer (linear/non-linear, steady-state/transient), wave equation (elastodynamics), and Coupled thermo-mechanics.

2.160-Identification-Estimation-and-Learning

Code related to Prof. Asada's class, 2.160: Identification, Estimation, and Learning

ADE-PINN-Masters-Thesis-Code

Codes used in master's thesis by Ketil Fagerli Iversen at UiB.

bleaq2

Bilevel Optimization Algorithm

Computational-Statistics-Study

gaussian-plume-model-practical

A simple gaussian plume model for investigating air quality

JSL

The JSL is an open-source discrete event simulation library written in Java

lxc95.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

OED.jl

jInv add-on for optimal experimental design with state constraints

POD-PINN

POD-PINN code and manuscript

Predictor-Based-Subspace-Identification-and-Kalman-Filtering

This project is part of Estimation and Learning in Aerospace course. The task is to identify the lateral dynamics of a quadrotor given PRBS position set point as input and position and acceleration in NED frame as output. The method employed is PBSID (Predictor-Based Subspace Identification) with VARX and VARMAX model set. Then the identified model is used to design a kalman filter to estimate the lateral velocity.

starter-hugo-academic