430 citations · 2.1k across the 24 of their papers we have counts for
25 papers
The impact of memory on learning sequence-to-sequence tasks
Alireza Seif, Sarah A. M. Loos, Gennaro Tucci +2
The recent success of neural networks in natural language processing has drawn renewed attention to learning sequence-to-sequence (seq2seq) tasks. While there exists a rich literat…
What to learn from a few visible transitions' statistics?
Pedro E. Harunari, Annwesha Dutta, Matteo Polettini +1
Interpreting partial information collected from systems subject to noise is a key problem across scientific disciplines. Theoretical frameworks often focus on the dynamics of varia…
Survival and extreme statistics of work, heat, and entropy production in steady-state heat engines
Gonzalo Manzano, Édgar Roldán
We derive universal bounds for the finite-time survival probability of the stochastic work extracted in steady-state heat engines and the stochastic heat dissipated to the environm…
Energetics of critical oscillators in active bacterial baths
Ashwin Gopal, Édgar Roldán, Stefano Ruffo
We investigate the nonequilibrium energetics near a critical point of a non-linear driven oscillator immersed in an active bacterial bath. At the critical point, we reveal a scalin…
Thermodynamics of Gambling Demons
Gonzalo Manzano, Diego Subero, Olivier Maillet +3
We introduce and realize demons that follow a customary gambling strategy to stop a nonequilibrium process at stochastic times. We derive second-law-like inequalities for the avera…
Optimal Work Extraction and the Minimum Description Length Principle
Léo Touzo, Matteo Marsili, Neri Merhav +1
We discuss work extraction from classical information engines (e.g., Szilárd) with -particles, partitions, and initial arbitrary non-equilibrium states. In particular, we fo…