44 citations · 70 across the 15 of their papers we have counts for
16 papers
Explaining the Machine Learning Solution of the Ising Model
Roberto C. Alamino
As powerful as machine learning (ML) techniques are in solving problems involving data with large dimensionality, explaining the results from the fitted parameters remains a challe…
Falsifiability of Isolated Spacetime Regions
Roberto C. Alamino
In this work it is pointed out that some physical theories, even being themselves falsifiable, predict the existence of regions of spacetime which are not falsifiable with relation…
Unveiling the Link between Complexity and Symmetry: Statistical Asymmetry
Roberto C. Alamino
The concept of complexity appears in virtually all areas of knowledge. Its intuitive meaning shares similarities across fields, but disagreements between its details hinders a gene…
A Model for Emergence of Multiple Anti-Microbial Resistance in a Petri Torus
Roberto C. Alamino
This work introduces a new statistical physics lattice model of bacteria interacting with anti-microbial drugs that can reproduce qualitative features of resistance emergence and w…
Non-Thermal Transitions in n-th Order Moral Decisions
Roberto C. Alamino
This work introduces a model in which agents of a network act upon one another according to three different kinds of moral decisions. These decisions are based on an increasing lev…
Measuring Complexity through Average Symmetry
Roberto C. Alamino
This work introduces a complexity measure which addresses some conflicting issues between existing ones by using a new principle - measuring the average amount of symmetry broken b…