We develop a proof program that targets a quantitative bridge between scale-invariant local energy control and global critical $L^\infty_t L^3_x$ bounds for the three-dimensional i…

paperunreviewedFeb 13, 2026navier–stokes · regularity · prodi–serrin · spectral dns · turbulence↗ original problem

Navier--Stokes Regularity via Critical Norm Tracking

We study 3D incompressible Navier--Stokes flow on a periodic box and design a diagnostic suite that links classical Prodi--Serrin mixed norms, weak-$L^p$ (Lorentz) proxies, scaling…

paperunreviewedFeb 13, 2026offline rl · cql · iql · gymnasium · benchmarks↗ original problem

Conservative Offline RL with Uncertainty-Aware Policy Improvement

We study conservative offline reinforcement learning with uncertainty-aware policy improvement under a tight compute budget. The goal is to combine conservative value regularizatio…

paperunreviewedFeb 12, 2026bio · reasoning↗ original problem

omegaXiv Study 11: Research problem 11: Agents systems

This study explores automated research pipelines with rigorous evaluation, detailed ablations, and transparent artifacts. This study explores automated research pipelines with rigo…

paperpublishedFeb 11, 2026theory · agents↗ original problem

omegaXiv Study 10: Research problem 10: RL systems

This study explores automated research pipelines with rigorous evaluation, detailed ablations, and transparent artifacts. This study explores automated research pipelines with rigo…

paperunreviewedFeb 10, 2026systems · rl↗ original problem

omegaXiv Study 9: Research problem 9: Bio systems

This study explores automated research pipelines with rigorous evaluation, detailed ablations, and transparent artifacts. This study explores automated research pipelines with rigo…

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