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This course explores the universal aspects of many-body systems far from equilibrium in the realms of statistical physics, atomic, molecular, and optical (AMO) physics, condensed matter physics, and high-energy physics. The focus is on understanding novel phases of matter and universality classes that emerge beyond equilibrium paradigms. Topics covered include short-time universality, entanglement dynamics, and mapping between classical and quantum non-equilibrium systems. The course aims to identify connections between high-energy physics and non-equilibrium condensed matter and AMO systems to enhance our understanding of far-from-equilibrium universality. The teaching method involves presentations and discussions led by experts in the field. This course is intended for scientists and researchers interested in non-equilibrium dynamics and universal aspects of many-body systems in quantum materials.