SINAlytics

Publications

Academic publications and papers I have contributed to.

Published / Accepted

J2

Bayesian Joint Model of Multi-Sensor and Failure Event Data for Multi-Mode Failure Prediction

S. Aghaee Dabaghan Fard, M. Kim, A. Deep, J. Lee

Technometrics, 2026

This paper was a finalist for the QCRE Best Student Paper Competition, 2025 IISE Annual Conference & Expo.

Scholar GitHub DOI
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, 2026

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

Scholar GitHub DOI

Under Review / Revision

R1

Scalable Bayesian Deep Kernel Networks via Ensemble-Induced Finite Function Spaces

S. Aghaee Dabaghan Fard, J. Lee

Under review

No public paper link is available yet.

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

Scalable Joint Prediction of Failure Time and Mode

S. Aghaee Dabaghan Fard, J. Lee

In preparation

No public paper link is available yet.