Research
Research lines
The four lines set out in the constitution plan, with their topics, members and output.
L1Natural Language Processing
Language models, text mining and verifiable information retrieval, with a focus on the native languages of the Altiplano: Quechua and Aymara.
Language modelsVerifiable RAGQuechua and Aymara
L2High-Performance Computing
Parallel and distributed algorithms, clusters and GPU computing for problems that do not fit on a laptop.
GPU computingParallelismSimulation
L3Causal Inference Models
Statistical and probabilistic models to identify causal relationships in observational data from health, education and public policy.
Observational dataMixed modelsPublic policy
Publications
L4Analytics and Data Science for Sustainability
Machine learning and visualisation for the environmental, social and economic problems of the Altiplano: frost, drought, glaciers and agriculture.
Climate forecastingRemote sensingAndean agriculture