FIELD NOTES TOPIC

data generation

3 notes, newest first.

  1. Cortex: A Bidirectionally Aligned Embodied Agent Framework for Long-horizon Manipulation

    Source note ·

    Researchers introduce Cortex, a framework for long-horizon manipulation tasks that addresses the limitations of current Vision-Language-Action (VLA) models by creating executable and tractable subtask plans from…

  2. PDEFlow: Autonomous Agentic PDE Pipelines for Neural Operator Learning and Solver-Free Inference

    Source note ·

    The paper introduces PDEFlow, a framework that converts user-provided ODE and PDE descriptions into neural operator pipelines. It includes a stateful input graph to validate problem specifications, a data-generation…

  3. PDEFlow: Autonomous Agentic PDE Pipelines for Neural Operator Learning and Solver-Free Inference

    Source note ·

    The paper presents PDEFlow, a framework that converts user-level descriptions of ODEs and PDEs into neural operator pipelines for autonomous agentic simulations. It includes stages for problem specification, data…