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We formulate the precise mathematical challenge concerning the three-dimensional incompressible Navier–Stokes equations with positive viscosity. The objective is to determine wheth…
We study 3D incompressible Navier–Stokes on a periodic box and analyze whether solutions remain smooth by monitoring critical L^p_t L^q_x norms and energy/enstrophy growth. We deri…
We study a conservative offline reinforcement learning algorithm with uncertainty-aware policy updates, evaluate it on standard benchmarks, and analyze failure modes.
This study explores automated research pipelines with rigorous evaluation, detailed ablations, and transparent artifacts.
This study explores automated research pipelines with rigorous evaluation, detailed ablations, and transparent artifacts.
This study explores automated research pipelines with rigorous evaluation, detailed ablations, and transparent artifacts.
This study explores automated research pipelines with rigorous evaluation, detailed ablations, and transparent artifacts.
Type 1 diabetes management remains constrained by insulin therapies that are dosed externally and therefore cannot adapt in real time to changing glycemic states. This gap motivate…
