KarolinaBenkova
PhD Mathematical Modelling, Analysis and Computation
The University of Edinburgh/Heriot-Watt UniversityEdinburgh, United Kingdom
Pinned Repositories
Plant-root-interactions-model
Mathematical modelling of plant root interactions, in collaboration with The James Hutton Institute.
Mathematical-Modelling-of-Aggregation-and-Swarming-in-Nematodes
Repository for the code scripts used in my MSc Dissertation, done in Python (FEniCS).
Machine-learning-projects
Contains three ML projects in Python: modelling house prices (regression), assessing wine quality (classification), and categorising handwritten digits (classification and clustering).
Parallel-stuff
Assignments for the course High Performance Computing for Mathematicians.
Low-Earth-Orbit
Science-festival-histogram-app
An app made for the Edinburgh Science Festival 2023 as part of the probability and statistics sectionduring my maths outreach work. The repo contains a Shiny app that updates values in a histogram in real time. The aim is to show that the heights of (adult) visitors are normally distributed.
Efficient-molecular-dynamics
Python notebooks and report for the group project in the MSc course RSCAM
FEM-FCT-PDECO
PDE-constrained optimization with advection-dominated constraints solved using Flux-corrected transport method with linear fluxes and projected gradient descent method.
karolinabenkova.github.io
Personal website
Parallel-molecular-dynamics
Molecular dynamics simulation parallelised in space.
KarolinaBenkova's Repositories
KarolinaBenkova/FEM-FCT-PDECO
PDE-constrained optimization with advection-dominated constraints solved using Flux-corrected transport method with linear fluxes and projected gradient descent method.
KarolinaBenkova/karolinabenkova.github.io
Personal website
KarolinaBenkova/Science-festival-histogram-app
An app made for the Edinburgh Science Festival 2023 as part of the probability and statistics sectionduring my maths outreach work. The repo contains a Shiny app that updates values in a histogram in real time. The aim is to show that the heights of (adult) visitors are normally distributed.
KarolinaBenkova/Parallel-stuff
Assignments for the course High Performance Computing for Mathematicians.
KarolinaBenkova/Machine-learning-projects
Contains three ML projects in Python: modelling house prices (regression), assessing wine quality (classification), and categorising handwritten digits (classification and clustering).
KarolinaBenkova/Parallel-molecular-dynamics
Molecular dynamics simulation parallelised in space.
KarolinaBenkova/Efficient-molecular-dynamics
Python notebooks and report for the group project in the MSc course RSCAM
KarolinaBenkova/Plant-root-interactions-model
Mathematical modelling of plant root interactions, in collaboration with The James Hutton Institute.
KarolinaBenkova/Mathematical-Modelling-of-Aggregation-and-Swarming-in-Nematodes
Repository for the code scripts used in my MSc Dissertation, done in Python (FEniCS).