AC
0000-0001-8152-6319 Employment
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Publications (993)
- Image-Based Feature Engineering for Rapid, Explainable Nanoparticle Megalibrary Screening Save
- Developing and externally validating machine learning models to forecast short-term risk of ventilator-associated pneumonia Save
- Dynamic embedding representation for graph neural networks to enhance materials property prediction with limited datasets Save
- Evaluating large language models for inverse semiconductor design Save
- Image processing pipeline for AI-driven nanoparticle megalibrary characterization Save
- Rapid image segmentation pipeline for scanning transmission electron microscopy Save
- Parallel Data Object Creation: Scalable Metadata Management in Parallel I/O Library Save
- A deep learning-based crystal plasticity finite element model Save
- AI-Driven Prediction of Material Deformation: Stress-Strain Curves Faster Than Crystal Plasticity Finite Element Simulation Save
- An AI framework for time series microstructure prediction from processing parameters Save
- Automated image segmentation for accelerated nanoparticle characterization Save
- Developing and validating machine learning models to predict next-day extubation Save
- Hybrid-LLM-GNN: integrating large language models and graph neural networks for enhanced materials property prediction Save
- Imaging-Based Mortality Prediction in Patients with Systemic Sclerosis Save
- Imaging-Based Mortality Prediction in Patients with Systemic Sclerosis Save
- Machine Learning Analysis of Electronic Health Records Identifies Interstitial Lung Disease and Predicts Mortality in Patients with Systemic Sclerosis Save
- Machine Learning Predicts Mortality in Patients With Systemic Sclerosis-Associated Interstitial Lung Disease From Electronic Health Record Data Save
- Machine Learning to Predict the Onset of Ventilator-associated Pneumonia Using Electronic Health Record Data Save
- MicroProcSim: A software for simulation of microstructure evolution Save
- Multi-Resolution Model Fusion for Accelerating the Convolutional Neural Network Training Save