@article{uncertaintyawarephysicsinformedneuralnet, title = {Uncertainty-aware Physics-informed Neural Networks for Robust CARS-to-Raman Signal Reconstruction}, author = {Aishwarya Venkataramanan and Sai Karthikeya Vemuri and Adithya Ashok Chalain Valapil and Joachim Denzler}, year = {2025}, eprint = {2511.13185}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.13185}, }