Research

Four connected pillars, from simulation design through to empirical validation. Each gathers the papers and the software built around one line of questions.

• 01 — Adaptive Multi-Agent Systems I study populations of learning, heuristic, and deliberative agents interacting over evolving economic networks, studying how local adaptation shapes aggregate dynamics. 3 projects
  • Multi-Agent Systems
  • Reinforcement Learning
  • Graph Neural Networks
• 02 — Statistical Verification I use convergence diagnostics and statistical model checking to make simulation evidence more reliable and reproducible. 3 publications · 1 projects
  • Statistical Model Checking
  • Agent-Based Modeling
  • Reproducibility
• 03 — Robust Quantitative Methods I apply econometrics, robust statistics, and graph learning to systemic risk and financial decision problems. 2 publications · 3 projects
  • Econometrics
  • Systemic Risk
  • Economic Networks
• 04 — Text Analytics and Language Models I apply text analytics and language models to multilingual corpora, sentiment and narrative dynamics, and to systems based on retrieval and embeddings. 1 publications · 3 projects
  • NLP
  • Narrative Economics
  • Foundation Models