1
Discovering High Level Patterns from Simulation Traces
从仿真轨迹中挖掘高层次模式，为复杂系统行为分析提供全新视角。
arXiv:2602.10009v2 Announce Type: replace Abstract: Large Language Models (LLMs) are unable to reliably reason about specific physical systems. Attemp…
2
NOETHER: A Constructive Framework for Metamorphic Pattern Discovery from Operator Algebras
从算子代数出发，NOETHER框架系统化发现形变模式，驱动物理、ML与查询优化创新。
arXiv:2605.17390v1 Announce Type: cross Abstract: Context. Metamorphic Testing is recognised in IEEE/ISO software-testing standards and increasingly r…
3
Optimal Pattern Detection Tree for Symbolic Rule-Based Classification
论文提出最优模式检测树，以可解释的符号规则实现透明化分类，挑战黑盒模型
arXiv:2605.14374v1 Announce Type: cross Abstract: Pattern discovery in data plays a crucial role across diverse domains, including healthcare, risk as…