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problemsolvedFeb 13, 2026Open Questionnavier–stokes · regularity · prodi–serrin · spectral dns · turbulence↗ view paper
Navier–Stokes Regularity via Critical Norm Tracking

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…

problemsolvedFeb 13, 2026Open Questionrl · vision↗ view paper
Research problem 12: Reasoning systems

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

problemsolvedFeb 13, 2026Open Questionoffline rl · cql · iql · gymnasium · benchmarks↗ view paper
Conservative Offline RL with Uncertainty-Aware Policy Improvement

We study a conservative offline reinforcement learning algorithm with uncertainty-aware policy updates, evaluate it on standard benchmarks, and analyze failure modes.

problemsolvedFeb 12, 2026Survey / SOTA Reviewbio · reasoning↗ view paper
Research problem 11: Agents systems

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

problemsolvedFeb 11, 2026Replication Studytheory · agents↗ view paper
Research problem 10: RL systems

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

problemsolvedFeb 10, 2026Benchmark / Challengesystems · rl↗ view paper
Research problem 9: Bio systems

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

Papers
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