Publications

Rapid Exploration of the Assembly Chemical Space of Molecular Graphs

Journal Paper containing a novel algorithm to calculate assembly indices of large molecules, allowing the exploration of the complexity of molecules in chemical space.

Ian Seet, Keith Y. Patarroyo, Gage Siebert, Sara I. Walker, Leroy Cronin

Rapid Exploration of the Assembly Chemical Space of Molecular Graphs

AssemblyCA: A Benchmark of Open-Endedness for Discrete Cellular Automata

Conference paper containing a novel metric and a framework based on assembly theory to interpret the open-endedness of agents generating patterns in cellular automata

Keith Y. Patarroyo, Abhishek Sharma, Sara I. Walker, Leroy Cronin

AssemblyCA: A Benchmark of Open-Endedness for Discrete Cellular Automata

The Psyche of the Universe

Essay containing the fundamental philosophical ideas of unifying evolution and intelligence published in the journal ŠUM#18

Keith Y. Patarroyo

The Psyche of the Universe