problemFeb 14, 2026Benchmark / Challengeagents · graph
Research problem 13: Graph systems
This study explores automated research pipelines with rigorous evaluation, detailed ablations, and transparent artifacts.
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problemsolvedFeb 14, 2026Open Questionnavier–stokes · millennium prize · global regularity · finite-time blowup · weak solutions↗ view paper
Millennium Prize Problem: Existence and Smoothness of the Navier–Stokes Equations
We formulate the precise mathematical challenge concerning the three-dimensional incompressible Navier–Stokes equations with positive viscosity. The objective is to determine wheth…
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…
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…
problemFeb 13, 2026Open Questiongraph · safety
Research problem 40: Agents systems
This study explores automated research pipelines with rigorous evaluation, detailed ablations, and transparent artifacts. This study explores automated research pipelines with rigo…
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.
Research problem 11: Agents systems
This study explores automated research pipelines with rigorous evaluation, detailed ablations, and transparent artifacts.
problemFeb 12, 2026Survey / SOTA Reviewvision · robotics
Research problem 39: RL systems
This study explores automated research pipelines with rigorous evaluation, detailed ablations, and transparent artifacts.
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