diff --git a/2025/2025.md b/2025/2025.md
index 0add1d3..1249b09 100644
--- a/2025/2025.md
+++ b/2025/2025.md
@@ -16,6 +16,7 @@ Algorithms](https://arxiv.org/pdf/2501.05906)
 - [Nghiem, 2025, New Quantum Algorithm for Principal Component Analysis](https://arxiv.org/pdf/2501.07891)
 - [Singh & Pokhrel, 2025, Modeling Quantum Machine Learning for Genomic Data Analysis](https://arxiv.org/pdf/2501.08193)
 - [Singh & Pokhrel, 2025, Modeling Feature Maps for Quantum Machine Learning](https://arxiv.org/pdf/2501.08205)
+- [Tomar & Tripathi & Kumar, 2025, Comprehensive Survey of QML: From Data Analysis to Algorithmic Advancements](https://arxiv.org/pdf/2501.09528)
 - [Wang et al., 2025, GroverGPT: A Large Language Model with 8 Billion Parameters for Quantum Searching](https://arxiv.org/abs/2501.00135v1)
 - [Wang, 2025, QGHNN: A quantum graph Hamiltonian neural network](https://arxiv.org/pdf/2501.07986)
 - [Wang, 2025, Noise-resistant adaptive Hamiltonian learning](https://arxiv.org/pdf/2501.08017)