Software

LEAP-HI, Sustainable Hydrogen Transport Pipeline Network with Learning-enabled Autonomous Risk Assessment Systems (LARAS)
Learning-enabled autonomous risk assessment for hydrogen pipeline networks
Projects Home
A Single Image Is All You Need— Zero-Shot Anomaly Localization Without Training Data
A Single Image Is All You Need: Zero-Shot Anomaly Localization Without Training Data
Bayesian Optimization for Reactor Design Optimization
Bayesian Optimization for Reactor Design Optimization
Diffusion-Based Surrogate Modeling and Multi-Fidelity Calibration
Diffusion-Based Surrogate Modeling and Multi-Fidelity Calibration
Hierarchical Multilabel Classification for Fine-Level Event Extraction from Aviation Accident Reports
Hierarchical multilabel models for fine-level event extraction from aviation accident reports.
Project
Low-Rank Robust Subspace Tensor Clustering for Metro Passenger Flow Modeling
Low-Rank Robust Subspace Tensor Clustering for Metro Passenger Flow Modeling
MOOSE ProbML: Parallelized probabilistic machine learning and uncertainty quantification for computational energy applications
Parallelized probabilistic ML and UQ for computational energy applications (MOOSE ProbML).
Project DOI
Multi-modal Generative Modeling of Event Sequences and Time Series for Solar PV Systems
IEEE CASE 2025 Best Conference Paper Award.
Project
Oral-anatomical knowledge-informed semi-supervised learning for 3D dental CBCT segmentation and lesion detection
Oral-anatomical knowledge-informed semi-supervised learning for 3D dental CBCT segmentation and lesion detection