Vasileios Antoniou

  1. Community
About
I work as a spatial data scientist in Water Resourses SA. I am an expert in spatial analysis, earth processes, active tectonics. Programming languages Python, C, C++, Dart.
Organisation
UKCEH - Water Resources
Role
Member (Staff)
Profile
https://www.linkedin.com/in/vasileios-antoniou-973223103/

Method themes

Complex systems

Process and data model integration
Model coupling
Systems thinking
Feedback loops
Environmental modelling

Data acquisition and infrastructure

Data visualisation
Virtual labs
Data storage and processing
Sensors
Remote sensing
Environmental informatics
Environmental monitoring

Decision-making under Uncertainty

Influencing policy
Transparent evidense and open science
Trust
Communication of uncertainty
Uncertainty reasoning (incl. end-to-end uncertainties)
Underlying theories and representation (incl. Bayesian theories)
Decision-making
Uncertainty

Data Science Methods

Probabilistic modelling and optimisation
Deep learning
Machine learning core algorithms
Time series analysis/changepoint detection
Machine learning