4 papers
Scaling Laws and Paradoxical Metastable States in Nanofilament Entropic Separation
Jose M. G. Vilar, J. Miguel Rubi, Leonor Saiz
Entropic forces play a fundamental role in nanoscale phenomena, from colloidal self-assembly to biomolecular disaggregation. Here, we develop an exact analytical theory and find ge…
Exact Discrete Stochastic Simulation with Deep-Learning-Scale Gradient Optimization
Jose M. G. Vilar, Leonor Saiz
Exact stochastic simulation of continuous-time Markov chains (CTMCs) is essential when discreteness and noise drive system behavior, but the hard categorical event selection in Gil…
Quasi-average predictions and regression to the trend: an application the M6 financial forecasting competition
Jose M. G. Vilar
The efficient market hypothesis considers all available information already reflected in asset prices and limits the possibility of consistently achieving above-average returns by…
Actionable forecasting as a determinant of function in noisy biological systems
Jose M. G. Vilar, Leonor Saiz
Continuous adaptation to variable environments is crucial for the survival of living organisms. Here, we analyze how adaptation, forecasting, and resource mobilization towards a ta…