Publications

Academic publications and papers I have contributed to.

Published / Accepted

J1

Robust Physics-Informed Neural Network Approach for Estimating Heterogeneous Elastic Properties from Noisy Displacement Data

T. Srikitrungruang, S. Aghaee Dabaghan Fard, M. Lemon, J. Lee, Y. Zhou

Advanced Science journal cover thumbnail
Advanced Science 2026
  • Advanced Science is a premier interdisciplinary journal with high impact (IF > 14).

Under Review / Revision

R1

Efficient Bayesian Deep Ensembles via Analytic Predictive Inference

S. Aghaee Dabaghan Fard, M. Maros, J. Lee

Under review

In Preparation

P2

BLL-PINN: Bayesian Last-Layer Physics-Informed Neural Networks

S. Aghaee Dabaghan Fard, J. Lee

In preparation

No public paper link is available yet.

P1

BEIFSurv: Bayesian Ensemble-Induced Finite Function-Space Survival Model for Multi-Sensor Data and Multi-Mode Failure Prediction

S. Aghaee Dabaghan Fard, J. Lee

In preparation

No public paper link is available yet.