SHRAV: State-Hypothesis-Reason-Action-Verify Framework for Physical Modeling and Inverse Design· 物理建模和逆向设计的 SHRAV 框架
Physical modeling and inverse design require computation that can continue from reusable state. We introduce SHRAV, an architecture-independent computational framework organized around State, Hypothesis, Reason, Action, and Verify. Its central mechanism is a state-continuation core with declared reuse boundaries and explicit roles for learned evolution and numerical quantities. Forward configurations evolve predictive state and read out physical responses; inverse-design configurations additionally generate target-directed modifications and consume evaluator feedback. Electromagnetic world-model studies are mapped to forward configurations, with selected readout and reuse diagnostics reported here. Computational lithography demonstrates an inverse-design configuration: four fixed-weight de
介绍 SHRAV 框架，用于物理建模和逆向设计的计算流程。
- 核心方法
- 构建了一个独立于架构的计算框架 SHRAV，包括状态、假设、推理、行动和验证五个核心步骤，通过状态延续核心实现过程的可复用性和可操作性。
- 适合谁读
- 适合物理建模、逆向设计领域研究者和工程师阅读
- 要解决的问题
- 物理建模和逆向设计过程中需要从可复用状态继续计算的问题。
- 关键实验
- 电磁世界模型研究中应用了前向配置，展示了计算石印术中的逆向设计配置。
- 主要贡献
- 提供了物理建模和逆向设计的新框架，增强了计算过程的模块化和灵活性。
- 意义与局限
- 意义在于提高了物理建模和逆向设计的效率和准确性，局限性可能是框架的普适性仍有待验证。