9 citations · 20 across the 7 of their papers we have counts for
7 papers
Parallel Online Directed Acyclic Graph Exploration for Atlasing Soft-Matter Assembly Configuration Spaces
Rahul Prabhu, Amit Verma, Meera Sitharam
The paper formalizes a version of parallel online directed acyclic graph (DAG) exploration, general enough to be readily mapped to many computational scenarios. In both the offline…
ElasticNotebook: Enabling Live Migration for Computational Notebooks
Zhaoheng Li, Pranav Gor, Rahul Prabhu +3
Computational notebooks (e.g., Jupyter, Google Colab) are widely used for interactive data science and machine learning. In those frameworks, users can start a session, then execut…
Parallel Exploration of Directed Acyclic Graphs using the Actor Model
Rahul Prabhu, Amit Verma, Meera Sitharam
In this paper we describe a generic scheme for the parallel exploration of directed acyclic graphs starting from one or more `roots' of the graph. Our scheme is designed for graphs…
The ensmallen library for flexible numerical optimization
Ryan R. Curtin, Marcus Edel, Rahul Ganesh Prabhu +3
We overview the ensmallen numerical optimization library, which provides a flexible C++ framework for mathematical optimization of user-supplied objective functions. Many types of…
Flexible numerical optimization with ensmallen
Ryan R. Curtin, Marcus Edel, Rahul Ganesh Prabhu +3
This report provides an introduction to the ensmallen numerical optimization library, as well as a deep dive into the technical details of how it works. The library provides a fast…
Rapid prediction of crucial hotspot interactions for icosahedral viral capsid self-assembly by energy landscape atlasing validated by mutagenesis
Ruijin Wu, Rahul Prabhu, Aysegul Ozkan +1
Icosahedral viruses have their infectious genome encapsulated by a shell assembled by a multiscale process, starting from an integer multiple of 60 viral capsid or coat protein (VP…
Efficient Atlasing and Search of Configuration Spaces of Point-Sets Constrained by Distance Intervals
Aysegul Ozkan, Rahul Prabhu, Troy Baker +3
For configurations of point-sets that are pairwise constrained by distance intervals, the EASAL software implements a suite of algorithms that characterize the structure and geomet…