ozanbarism

Pinned Repositories

• TSFM_Building

  Implementation of Time Series Foundation Models for Predictive Building Analytics

  Language:Python00

• BeyondAverage_EvaluatingIATinGBM

  Investigating the impact of using Indoor Average Temperature in Grey Box Modeling for One Step and One-Day (24-Step) Ahead predictions

  Language:Python00

• GBM4SingleZoneMultiNodeSystems

  Utilizing Differential Evolution (DE) and Sequential Least Squares Programming (SLSQP) to fit Physics Informed ML models of Single Zone Multi Node Systems for Energy Flexibility Applications

  Language:Python00

• Sensors4SingleZoneSystems

  Language:Jupyter Notebook01

• EvolutionaryOptimization

  Three different Contrained Optimization Algorithms are presented with example topology optimization scenarios

  Language:MATLAB10

• SinglePileCapacityCalculator

  This MATLAB GUI code plots the effective stress diagram of a pile with given soil parameters. It also computes the capacity of the pile and export the results into a PDF format.

  Language:MATLAB20

• TruckLoadComputer

  This MATLAB Graphical User Interface is used to compute the Live Load of a given Truck by traveling the vehicle in both directions and collecting only the maximums for each locations. Also, the cases in which only the first or second axles are on the bridge are considered in the cases of truck entering and leaving the bridge. Then, the algorithm also computes the design moment for the combinition of 1.4DL+1.6LL. The same procedure is conducted also for the shear force. The user can get the required graphs for their design via this interface.

  Language:MATLAB10

• ozanbarism.github.io

  Personal website posted on ozanbaris.com

  Language:SCSS00

• PersonalizedThermalComfort

  This repository contains our temperature setpoint prediction algorithm that measures skin temperature and humidity and collects response through an app.

  Language:Python00

• RegressionAnalysisForFormulation

  Linear regression, L1 (Lasso) regularization and L2 (Ridge) regularization was used to formulate the yield strength of a new seismic isolation bearing. Three variables which are Ball Volume, Shear Strain and Stress are used to find a correlation for the yield strength of the bearing.

  Language:Python00

ozanbarism's Repositories