64 citations · 388 across the 22 of their papers we have counts for
22 papers
Thermodynamic Bounds on Symmetry Breaking in Linear and Catalytic Biochemical Systems
Shiling Liang, Paolo De Los Rios, Daniel Maria Busiello
Living systems are maintained out-of-equilibrium by external driving forces. At stationarity, they exhibit emergent selection phenomena that break equilibrium symmetries and origin…
Dissipation-driven selection under finite diffusion: hints from equilibrium and separation of time-scales
Shiling Liang, Paolo De Los Rios, Daniel Maria Busiello
When exposed to a thermal gradient, reaction networks can convert thermal energy into the chemical selection of states that would be unfavourable at equilibrium. The kinetics of re…
Interpretable Neural Networks based classifiers for categorical inputs
Stefano Zamuner, Paolo De Los Rios
Because of the pervasive usage of Neural Networks in human sensitive applications, their interpretability is becoming an increasingly important topic in machine learning. In this w…
The intrinsic non-equilibrium nature of thermophoresis
Shiling Liang, Daniel Maria Busiello, Paolo De Los Rios
Exposing a solution to a temperature gradient can lead to the accumulation of particles on either the cold or warm side. This phenomenon, known as thermophoresis, has been discover…
Nonequilibrium theory of enzyme chemotaxis and enhanced diffusion
Daniel Maria Busiello, Paolo De Los Rios, Francesco Piazza
Enhanced diffusion and anti-chemotaxis of enzymes have been reported in several experiments in the last decade, opening up entirely new avenues of research in the bio-nanosciences…
Dissipation-driven selection in non-equilibrium chemical networks
Daniel Maria Busiello, Shi-Ling Liang, Paolo De Los Rios
Life has most likely originated as a consequence of processes taking place in non-equilibrium conditions (\textit{e.g.} in the proximity of deep-sea thermal vents) selecting states…