Giorgi TskhondiaUsing Hierarchical Reinforcement Learning for Fast Topology Optimisation5 min read·Nov 25, 2023----
Giorgi TskhondiaИнженерное проектирование с помощью обучения с подкреплением и методов конечных элементовFor English version see [1]4 min read·Jul 28, 2023----
Giorgi Tskhondiaსაინჟინრო დიზაინი განმტკიცების სწავლით და სასრული ელემენტების მეთოდებითFor English version see [1].3 min read·Jul 28, 2023----
Giorgi TskhondiaModelling offshore pipelaying dynamics - Part 2co-authored with Bing11 min read·May 3, 2023----
Giorgi TskhondiaPython and Finite Element Methods: A Match Made in Heaven?Solving finite element problems with Python.3 min read·Apr 1, 2023----
Giorgi TskhondiaOn artificial intelligence aided engineering design.UPDATED — April 15, 2023: thoughts on justifying RL usage over traditional optimisation approaches.7 min read·Jan 17, 2023----
Giorgi TskhondiaEngineering Design by Genetic Algorithms and Finite Element Methods1. Introduction8 min read·Jan 7, 2022----
Giorgi TskhondiaModelling offshore pipelaying dynamicsUPDATED — April 9, 2023: PD controller enabled after t = 100 sec; removed restoring moment in pitch; model still needs validation5 min read·Oct 4, 2021----
