Erick Chacón Montalván

  1. Community
About
I am a senior research associate in environmental data science at DSNE with a PhD degree in Statistics and Epidemiology. My research focus is to develop and use spatio-temporal methods to model environmental and health data.
Organisation
LU - School of Mathematics and Statistics
Role
Member (Staff)
Profile
https://erickchacon.github.io/

Method themes

Complex systems

Process and data model integration
Model coupling
Integrated process models
Systems thinking
Feedback loops
Emergent behaviour
Environmental modelling
Complexity

Data acquisition and infrastructure

Data visualisation
Virtual labs
Streaming data
Data storage and processing
Citizen science
Sensors
Remote sensing
Environmental informatics
Environmental monitoring

Decision-making under Uncertainty

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
Spatial statistics
Time series analysis/changepoint detection
Extreme value theory
General statistical theory and methods
Machine learning
Statistics