Efficient exploration of protein conformational pathways using rrt* and mc
F Afrasiabi, N Haspel - Proceedings of the 11th ACM International …, 2020 - dl.acm.org
The conformational space of proteins is complex and high dimensional, which makes its
analysis a highly challenging task. Understanding the structure and dynamics of proteins is …
analysis a highly challenging task. Understanding the structure and dynamics of proteins is …
Integrating rigidity analysis into the exploration of protein conformational pathways using rrt* and mc
To understand how proteins function on a cellular level, it is of paramount importance to
understand their structures and dynamics, including the conformational changes they …
understand their structures and dynamics, including the conformational changes they …
A novel data instance reduction technique using linear feature reduction
Representation of structurally significant data is indispensable to modern research. The
need for dimensionality reduction finds its foray in varied genres viz-a-viz, Structural …
need for dimensionality reduction finds its foray in varied genres viz-a-viz, Structural …
Exploring the Conformational Space and Classification of Proteins Using Robotics-Based and Machine Learning Methods
F Afrasiabi - 2023 - search.proquest.com
Proteins are essential molecules in living organisms that perform a broad scope of
functionalities, such as catalyzing biochemical reactions, providing structural support, and …
functionalities, such as catalyzing biochemical reactions, providing structural support, and …
Machine Learning Based Algorithms to Investigate Protein Structure
R Dehghanpoor - 2022 - search.proquest.com
The large scale of biological data becoming available in recent years requires advanced
computational methods capable of analyzing these complex, high-dimensional datasets to …
computational methods capable of analyzing these complex, high-dimensional datasets to …