457 citations
- Ohio UniversityUS10 papers
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105 papers
Energy per base pair model from NN parameters and its applications in genomic research
Shwe Sin Oo, Khin Maung Maung
Nearest-neighbor(NN) free energy parameters for DNA are well studied and reliable values of these parameters exist in the literature. They have been found to be very useful in stud…
Symmetric Central Configurations in the Concave 4-Body Problem with Two Pairs of Equal Masses
Yangshanshan Liu, Zhifu Xie
We establish the existence of a single-parameter family of the concave kite central configurations in the 4-body problem with two pairs of equal masses. In such configurations, one…
Machine Learning Framework for Characterizing Processing-Structure Relationship in Block Copolymer Thin Films
Bradley Lamb, Saroj Upreti, Yunfei Wang +5
The morphology of block copolymers (BCPs) critically influences material properties and applications. This work introduces a machine learning (ML)-enabled, high-throughput framewor…
Embedding Shift Dissection on CLIP: Effects of Augmentations on VLM's Representation Learning
Ashim Dahal, Saydul Akbar Murad, Nick Rahimi
Understanding the representation shift on Vision Language Models like CLIP under different augmentations provides valuable insights on Mechanistic Interpretability. In this study,…
Multi-Lingual Cyber Threat Detection in Tweets/X Using ML, DL, and LLM: A Comparative Analysis
Saydul Akbar Murad, Ashim Dahal, Nick Rahimi
Cyber threat detection has become an important area of focus in today's digital age due to the growing spread of fake information and harmful content on social media platforms such…
Analysis of Zero Day Attack Detection Using MLP and XAI
Ashim Dahal, Prabin Bajgai, Nick Rahimi
Any exploit taking advantage of zero-day is called a zero-day attack. Previous research and social media trends show a massive demand for research in zero-day attack detection. Thi…