Caroline Tatsuoka

According to our database, Caroline Tatsuoka authored at least 3 papers in 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Exact Conditional Score-Guided Generative Modeling for Amortized Inference in Uncertainty Quantification.

Zezhong Zhang, Caroline Tatsuoka, Dongbin Xiu, Guannan Zhang

CoRR, June, 2025

Multi-fidelity Parameter Estimation Using Conditional Diffusion Models.

Caroline Tatsuoka, Minglei Yang, Dongbin Xiu, Guannan Zhang

CoRR, April, 2025

Deep Learning for Model Correction of Dynamical Systems with Data Scarcity.

Caroline Tatsuoka, Dongbin Xiu

SIAM/ASA J. Uncertain. Quantification, 2025