Pinned Repositories
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
AdaPC
ADE-PINN-Masters-Thesis-Code
Codes used in master's thesis by Ketil Fagerli Iversen at UiB.
Anomaly-Detection-3D-Point-Cloud
3D point cloud data
Awesome-3D-Anomaly-Detection
Awesome-3D/Multimodal-Anomaly-Detection-and-Localization/Segmentation/3D-KD/3D-knowledge-distillation
bleaq2
Bilevel Optimization Algorithm
Convection-Diffusion-Models-Finite-Difference-Method-Python3
Applying the finite-difference method to the Convection Diffusion equation in python3. Examples included: One dimensional Heat equation, Transport equation, Fokker-Plank equation and some two dimensional examples.
Physics-Informed-Statistical-Learning-for-Nonlinear-Dynamical-Systems
Surrogates.jl
Surrogate modeling and optimization for scientific machine learning (SciML)
lxc95's Repositories
lxc95/Physics-Informed-Statistical-Learning-for-Nonlinear-Dynamical-Systems
lxc95/Anomaly-Detection-3D-Point-Cloud
3D point cloud data
lxc95/Convection-Diffusion-Models-Finite-Difference-Method-Python3
Applying the finite-difference method to the Convection Diffusion equation in python3. Examples included: One dimensional Heat equation, Transport equation, Fokker-Plank equation and some two dimensional examples.
lxc95/Surrogates.jl
Surrogate modeling and optimization for scientific machine learning (SciML)
lxc95/1D-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.
lxc95/2.160-Identification-Estimation-and-Learning
Code related to Prof. Asada's class, 2.160: Identification, Estimation, and Learning
lxc95/AdaPC
lxc95/ADE-PINN-Masters-Thesis-Code
Codes used in master's thesis by Ketil Fagerli Iversen at UiB.
lxc95/Awesome-3D-Anomaly-Detection
Awesome-3D/Multimodal-Anomaly-Detection-and-Localization/Segmentation/3D-KD/3D-knowledge-distillation
lxc95/bleaq2
Bilevel Optimization Algorithm
lxc95/Computational-Statistics-Study
lxc95/gaussian-plume-model-practical
A simple gaussian plume model for investigating air quality
lxc95/JSL
The JSL is an open-source discrete event simulation library written in Java
lxc95/lxc95.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
lxc95/firedrake_scripts
Minimal working examples applying Finite Element Method with Firedrake framework
lxc95/gpax
Gaussian Processes for Experimental Sciences
lxc95/koopmanAE
Consistent Koopman Autoencoders
lxc95/persim
Distances and representations of persistence diagrams
lxc95/Physics-based-neural-network
Physics-based neural network with Sine Activation Function
lxc95/Physics_informed_AM
lxc95/POD-ROM
Tutorial on proper orthogonal decomposition (POD) based reduced order modeling (ROM) for the heat equation with FEniCS.
lxc95/point-cloud-utils
A Python library for common tasks on 3D point clouds
lxc95/pointnet
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
lxc95/pointnet_simplified
A detailed analysis of the limitations of a naive implementation of PointNet without the transform blocks with respect to different variations in testing data on the classification and segmentation tasks.
lxc95/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.
lxc95/SensorPlacement
Sensor Placement Optimization in Water Distribution Network with Quantum Annealing
lxc95/SimNDT
Ultrasonic NDT Simulator with engine core based on the Elastodynamic Finite Integration Technique (EFIT)
lxc95/SimpleView
Official Code for ICML 2021 paper "Revisiting Point Cloud Shape Classification with a Simple and Effective Baseline"
lxc95/starter-hugo-academic
lxc95/ThermalControlLPBF-DRL
Code implementation of the paper "Thermal Control of Laser Powder Bed Fusion using Deep Reinforcement Learning".