Viplove Arora

Data Science Researcher @ SISSA | PhD in Industrial Engineering

Research Expertise

Graph Neural Networks
Network Science
Optimization
Pruning
Computer Science Applications
Modeling and Simulation
Computer Networks and Communications
Computational Mathematics
Communication
Sociology and Political Science
Social Psychology
Molecular Biology
Theoretical Computer Science
Mathematical Physics
Signal Processing
Applied Mathematics
Industrial and Manufacturing Engineering
Genetics
Statistics and Probability
Control and Optimization
Management Science and Operations Research

Legacy Map

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Publications

An Introduction to Multiobjective Simulation Optimization
ACM Transactions on Modeling and Computer Simulation
2019
Action-based Modeling of Complex Networks
Scientific Reports
2017
Modeling topologically resilient supply chain networks
Applied Network Science
2018
A Multi-objective Optimization Approach for Generating Complex Networks
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference Companion
2016
Examining the variability in network populations and its role in generative models
Network Science
2020
De novo prediction of RNA–protein interactions with graph neural networks
RNA
2022
Evaluating the Natural Variability in Generative Models for Complex Networks
Studies in Computational Intelligence
2018
Action-Based Model for Topologically Resilient Supply Networks
Complex Networks & Their Applications VI
2017
Dynamic Generative Model of the Human Brain in Resting-State
Complex Networks & Their Applications VI
2017
Inverse backscattering problem for perturbations of biharmonic operator
Inverse Problems
2017
Identifying the source of an epidemic using particle swarm optimization
Proceedings of the Genetic and Evolutionary Computation Conference
2022
Optimal resource allocation to minimize errors when detecting human trafficking
IISE Transactions
2023
On Arxiv Moderation System
Unknown Venue
2023
Investigating cognitive ability using action-based models of structural brain networks
Journal of Complex Networks
2022
AN OASIS OF PURE AEROTHERMAL DILEMMAS:INTEGRATING TURBINES WITH ROTATING DETONATION COMBUSTOR
Recent progress in detonation for propulsion
2019
Challenges for machine learning in RNA-protein interaction prediction
Statistical Applications in Genetics and Molecular Biology
2022
De novo prediction of RNA-protein interactions with Graph Neural Networks
Unknown Venue
2021

Education

Purdue University

Phd, Industrial Engineering / December, 2019

West Lafayette, Indiana, United States of America

Indian Institute of Technology Delhi

Bachelors, Production and Industrial Engineering / May, 2014

New Delhi

Experience

International School for Advanced Studies

Postdoc / October, 2020October, 2023

Purdue University

Postdoc / January, 2020September, 2020

Links & Social Media

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