Browsing Computer Science electronic theses and dissertations (MU) by Thesis Advisor "Xu, Dong"
Now showing items 1-9 of 9
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Application of deep reinforcement learning for battery design
(University of Missouri--Columbia, 2020)[ACCESS RESTRICTED TO THE UNIVERSITY OF MISSOURI AT REQUEST OF AUTHOR.] The conventional material research and development are mainly driven by human intuition, labor, and manual decision. It is ineffective and inefficient. ... -
Augmenting biological pathway extraction with synthetic data and active learning
(University of Missouri--Columbia, 2022)The corpus of biomedical literature is growing rapidly as many papers are recorded in PubMed every day. These papers often contain high-quality biological pathways in their figures/text, which are great resources for ... -
A comprehensive web-based platform for multi-omics data-driven phenotype prediction and marker discovery
(University of Missouri--Columbia, 2023)[EMBARGOED UNTIL 5/1/2024] The G2PDeep-v2 server is a comprehensive web-based platform powered by deep learning, providing phenotype prediction and markers discovery. Despite the availability of similar phenotype prediction ... -
Deployment pipeline development at scale: automating software as a service
(University of Missouri--Columbia, 2022)In recent years, adaptability has become the most important aspect of software. As technology companies grow, sustainable scalability and increased security become the main goals for developers, while the company's goals ... -
Dynamic spatio-temporal graph neural networks for hot topic prediction in scientific literature
(University of Missouri--Columbia, 2020)With information explosion occurring in past decades, the rapid growth of papers published results in the rapid change of hot topics, especially in the biomedical domain. It turns out very hard for researchers who are ... -
An interpretable protein localization prediction framework
(University of Missouri--Columbia, 2021)Protein localization is related to many human diseases. Therefore, the prediction of protein localization is an essential task that has been extensively studied. Additionally, the study of the localization mechanism can ... -
Natural language models for protein predictions using anti-CRISPR as a case
(University of Missouri--Columbia, 2022)Acr proteins (Acrs) can inactivate the bacterial host's CRISPR-Cas defense system and promote bacteriophage infection. The discovery of Acr proteins creates a promising system to precisely control the CRISPR-Cas machinery ... -
Pathway curator: an online webserver extracting genes and interactions from figures
(University of Missouri--Columbia, 2022)In the biomedical literature, gene pathways are frequently included. Many high-quality gene pathways are illustrated in the form of visuals and text, making them valuable study tools for biological processes and precision ... -
Web development for P3DB and Fatplants
(University of Missouri--Columbia, 2023)Researchers working in plant biology have a wealth of data collected by labs across the globe to assist them in their studies. There are massive databasesS containing phosphorylation data, proteins, genes, and interaction ...