Update README.md

README.md

@@ -50,6 +50,7 @@ A curated list of awesome libraries, projects, tutorials, papers, and other reso
 - [A First Look at Kolmogorov-Arnold Networks in Surrogate-assisted Evolutionary Algorithms](https://arxiv.org/abs/2405.16494) | [code](https://github.com/hhyqhh/KAN-EA)｜ ![Github stars](https://img.shields.io/github/stars/Jinfeng-Xu/FKAN-GCF.svg)
 - [FourierKAN-GCF: Fourier Kolmogorov-Arnold Network--An Effective and Efficient Feature Transformation for Graph Collaborative Filtering](https://arxiv.org/abs/2406.01034) ｜ [code](https://github.com/Jinfeng-Xu/FKAN-GCF) ｜ ![Github stars](https://img.shields.io/github/stars/Jinfeng-Xu/FKAN-GCF.svg)
 - [A Temporal Kolmogorov-Arnold Transformer for Time Series Forecasting](https://arxiv.org/abs/2406.02486) ｜ [code](https://github.com/remigenet/TKAT) ｜ ![Github stars](https://img.shields.io/github/stars/remigenet/tkat.svg)
+- [Kolmogorov-Arnold Networks for Time Series: Bridging Predictive Power and Interpretability](https://arxiv.org/abs/2406.02496)
 - [fKAN: Fractional Kolmogorov-Arnold Networks with trainable Jacobi basis functions](https://arxiv.org/abs/2406.07456) | [code](https://github.com/alirezaafzalaghaei/fKAN) | ![Github stars](https://img.shields.io/github/stars/alirezaafzalaghaei/fKAN.svg)
 - [BSRBF-KAN: A combination of B-splines and Radial Basic Functions in Kolmogorov-Arnold Networks](https://arxiv.org/abs/2406.11173) | [code](https://github.com/hoangthangta/BSRBF_KAN) | ![Github stars](https://img.shields.io/github/stars/hoangthangta/BSRBF_KAN.svg)
 - [GraphKAN: Enhancing Feature Extraction with Graph Kolmogorov Arnold Networks](https://arxiv.org/abs/2406.13597) | [code](https://github.com/Ryanfzhang/GraphKan) | ![Github stars](https://img.shields.io/github/stars/Ryanfzhang/GraphKan.svg)