2 papers
cs.LG2025
Hierarchical Bayesian Model for Gene Deconvolution and Functional Analysis in Human Endometrium Across the Menstrual Cycle
Crystal Su, Kuai Yu, Mingyuan Shao +1
Bulk tissue RNA sequencing of heterogeneous samples provides averaged gene expression profiles, obscuring cell type-specific dynamics. To address this, we present a probabilistic h…
cs.LG2025
Integrating Ontologies with Large Language Models for Enhanced Control Systems in Chemical Engineering
Crystal Su, Kuai Yu, Jingrui Zhang +2
This work presents an ontology-integrated large language model (LLM) framework for chemical engineering that unites structured domain knowledge with generative reasoning. The propo…