3 papers
cond-mat.dis-nn2026
Spin Glass Mapping of the Parallel Minority Game
Aryan Tyagi, Soumyaditya Das, Soumyajyoti Biswas +1
The parallel minority game (PMG) extends the classical minority game to many choices, with each agent restricted to two predetermined alternatives. In this condition, minimizing th…
cond-mat.stat-mech2026
Active-Absorbing Phase Transitions in the Parallel Minority Game
Aryan Tyagi, Soumyajyoti Biswas, Anirban Chakraborti
The Parallel Minority Game (PMG) is a synchronous adaptive multi-agent model that exhibits active-absorbing transitions characteristic of non-equilibrium statistical systems. We pe…
cs.CE2025
Deep Inverse Rosenblatt Transport for Structural Reliability Analysis
Aryan Tyagi, Jan N. Fuhg
Accurately estimating the probability of failure in engineering systems under uncertainty is a fundamental challenge, particularly in high-dimensional settings and for rare events.…