The Adjoint School 2022
The 2022 Adjoint School features projects mentored by Spencer Breiner, Joe Moeller, Paige North, Nicoletta Sabadini, and Filippo Bonchi. It is organized by Angeline Aguinaldo, Elena Di Lavore, Sophie Libkind, and David Jaz Myers. The research week will be held at the University of Strathclyde in Glasgow, Scotland.
Important Dates
- January 29, 2022. Application Due
- February - June, 2022. Learning Seminar
- July 11 - 15, 2022. Research Week at the University of Strathclyde in Glasgow, Scotland
Research Projects
Compositional Thermodynamics
Mentors: Spencer Breiner and Joe Moeller
TA: Owen Lynch
Thermodynamics is the study of the relationships between heat, energy, work, and matter. In category theory, we model flows in physical systems using string diagrams, allowing us to formalize physical axioms as diagrammatic equations. The goal of this project is to establish such a compositional framework for thermodynamical networks. A first goal will be to formalize the laws of thermodynamics in categorical terms. Depending on the background and interest of the participants, further topics may include the Carnot and Otto engines, more realistic modeling for real-world systems, and software implementation within the AlgebraicJulia library.
Readings
- Compositional Thermostatics, John C. Baez, Owen Lynch, and Joe Moeller
- State Categories, Closed Categories and the Existence of Semi-continuous Entropy Functions, F. William Lawvere
Fuzzy Type Theory for Opinion Dynamics
Mentor: Paige North
TA: Hans Reiss
When working in type theory (or most logics), one is interested in proving propositions by constructing witnesses to their incontrovertible truth. In the real world, however, we can often only hope to understand how likely something is to be true, and we look for evidence that something is true. For example, when a doctor is trying to determine if a patient has a certain condition, they might ask certain questions and perform certain tests, each of which constitutes a piece of evidence that the patient does or does not have that condition. This suggests that a fuzzy version of type theory might be appropriate for capturing and analyzing real-world situations. In this project, we will explore the space of fuzzy type theories which can be used to reason about the fuzzy propositions of disease and similar dynamics.
Readings
- An Introduction to Univalent Foundations for Mathematicians, Daniel R. Grayson
- Opinion Dynamics on Discourse Sheaves, Jakob Hansen, Robert Ghrist
A Compositional Theory of Timed and Probabilistic Processes: CospanSpan(Graph)
Mentor: Nicoletta Sabadini
TA: Mario Román
Span(Graph), introduced by Katis, Sabadini and Walters as a categorical algebra for automata with interfaces, provides, in a very intuitive way, a compositional description of hierarchical networks of interacting components with fixed topology. The algebra also provides a calculus of connectors, with an elegant description of signal broadcasting. In particular, the operations of "parallel with communication" (that allows components to evolve simultaneously, like connected gears), and "non-sequential feedback" (not considered in Kleene’s algebra for classical automata) are fundamental in modelling complex distributed systems such as biological systems. Similarly, the dual algebra Cospan(Graph) allows us to compose systems sequentially. Hence, the combined algebra CospanSpan(Graph), which extends Kleene’s algebra for classical automata, is a general algebra for reconfigurable networks of interacting components. Still, some very interesting aspects and possible applications of this model deserve a better understanding:
- How can timed actions and probability be combined in CospanSpan(Graph)?
- If not, can we describe time-varying probability in a compositional setting?
- Which is the possible role of "parallel with communication" in understanding causality?
Readings
- The compositional construction of Markov processes IIm L. de Francesco Albasini, N. Sabadini, and R.F.C. Walters
- Timing in the Cospan-Span Model, A. Cherubini, N. Sabadini, and R.F.C. Walters
Algebraic Structures in Logic and Relations
Mentor: Filippo Bonchi
Project description and readings coming soon!