CITQCA focuses on understanding, designing and intervening in systems that are reallistically complex by applying theory and computation commensurate with the challenge at hand. We seek to develop next-generation methods and tools that extend our ability to reason about hard problems across a wide range of spatial and temporal scales, and different disciplines.

Methods

  • Higher algebra
  • Stochastic methods
  • Statistical physics
  • Tensor calculus and geometric algebra
  • High-level quantum programming language design

Tools

  • Quantum computing
  • Agent-based modeling
  • Digital twins
  • Array programming languages

Applications

  • New quantum algorithms for biomedicine
  • Global security challenges
  • Computational epidemiology
  • Economic-environmental couplings
  • Articial Intelligence writ large

Connections