Abani K. Patra

Orcid: 0000-0002-3571-5212

According to our database1, Abani K. Patra authored at least 65 papers between 1997 and 2023.

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Bibliography

2023
Large Deviations Anomaly Detection (LAD) for collection of multivariate time series data: Applications to COVID-19 data.
J. Comput. Sci., September, 2023

Large Deviations for Accelerating Neural Networks Training.
CoRR, 2023

2022
Tracking clusters and anomalies in evolving data streams.
Stat. Anal. Data Min., 2022

An Ensemble-Based Deep Framework for Estimating Thermo-Chemical State Variables from Flamelet Generated Manifolds.
CoRR, 2022

Combined Data and Deep Learning Model Uncertainties: An Application to the Measurement of Solid Fuel Regression Rate.
CoRR, 2022

Classifying Anomalous Members in a Collection of Multivariate Time Series Data Using Large Deviations Principle: An Application to COVID-19 Data.
Proceedings of the Computational Science - ICCS 2022, 2022

2021
ALPS: A Unified Framework for Modeling Time Series of Land Ice Changes.
IEEE Trans. Geosci. Remote. Sens., 2021

Anomaly Detection for High-Dimensional Data Using Large Deviations Principle.
CoRR, 2021

Measurement of Hybrid Rocket Solid Fuel Regression Rate for a Slab Burner using Deep Learning.
CoRR, 2021

A Forward Backward Greedy approach for Sparse Multiscale Learning.
CoRR, 2021

GHub: Building a glaciology gateway to unify a community.
Concurr. Comput. Pract. Exp., 2021

2020
Overlapping Clustering Based Technique for Scalable Uncertainty Quantification in Physical Systems.
SIAM/ASA J. Uncertain. Quantification, 2020

Hierarchical regularization networks for sparsification based learning on noisy datasets.
CoRR, 2020

2019
Managing computational gateway resources with XDMoD.
Future Gener. Comput. Syst., 2019

Scalable discrete adjoint for the transient Savage-Hutter equation on the primal consistent adaptive grid.
Eng. Comput., 2019

Integrated Clustering and Anomaly Detection (INCAD) for Streaming Data (Revised).
CoRR, 2019

Hierarchical Data Reduction and Learning.
CoRR, 2019

Modernizing Titan2D, a Parallel AMR Geophysical Flow Code to Support Multiple Rheologies and Extendability.
Proceedings of the High Performance Computing, 2019

Integrated Clustering and Anomaly Detection (INCAD) for Streaming Data.
Proceedings of the Computational Science - ICCS 2019, 2019

2018
Slurm Simulator: Improving Slurm Scheduler Performance on Large HPC systems by Utilization of Multiple Controllers and Node Sharing.
Proceedings of the Practice and Experience on Advanced Research Computing, 2018

Analyzing Complex Models Using Data and Statistics.
Proceedings of the Computational Science - ICCS 2018, 2018


2017
Tracking System Behaviour from Resource Usage Data.
CoRR, 2017

A Slurm Simulator: Implementation and Parametric Analysis.
Proceedings of the High Performance Computing Systems. Performance Modeling, Benchmarking, and Simulation, 2017

Multiscale and Multiresolution methods for Sparse representation of Large datasets.
Proceedings of the International Conference on Computational Science, 2017

Data Management and Volcano Plume Simulation with Parallel SPH Method and Dynamic Halo Domains.
Proceedings of the International Conference on Computational Science, 2017

Tracking System Behavior from Resource Usage Data.
Proceedings of the 2017 IEEE International Conference on Cluster Computing, 2017

2016
Report on the Third Workshop on Sustainable Software for Science: Practice and Experiences (WSSSPE3).
CoRR, 2016

A Quantitative Analysis of Node Sharing on HPC Clusters Using XDMoD Application Kernels.
Proceedings of the XSEDE16 Conference on Diversity, 2016

Multilevel Methods for Sparse Representation of Topographical Data.
Proceedings of the International Conference on Computational Science 2016, 2016

2015
Open XDMoD: A Tool for the Comprehensive Management of High-Performance Computing Resources.
Comput. Sci. Eng., 2015

Application kernels: HPC resources performance monitoring and variance analysis.
Concurr. Comput. Pract. Exp., 2015

TAS view of XSEDE users and usage.
Proceedings of the 2015 XSEDE Conference: Scientific Advancements Enabled by Enhanced Cyberinfrastructure, St. Louis, MO, USA, July 26, 2015

Forecasting Volcanic Plume Hazards With Fast UQ.
Proceedings of the International Conference on Computational Science, 2015

Analysis of XDMoD/SUPReMM Data Using Machine Learning Techniques.
Proceedings of the 2015 IEEE International Conference on Cluster Computing, 2015

Laplacian graph based approach for uncertainty quantification of large scale dynamical systems.
Proceedings of the American Control Conference, 2015

2014
Automating Emulator Construction for Geophysical Hazard Maps.
SIAM/ASA J. Uncertain. Quantification, 2014

Computation of probabilistic hazard maps and source parameter estimation for volcanic ash transport and dispersion.
J. Comput. Phys., 2014

Integrating data and compute-intensive workflows for uncertainty quantification in large-scale simulation: application to model-based hazard analysis.
Int. J. Comput. Math., 2014

Comprehensive, open-source resource usage measurement and analysis for HPC systems.
Concurr. Comput. Pract. Exp., 2014

An Analysis of Node Sharing on HPC Clusters using XDMoD/TACC_Stats.
Proceedings of the Annual Conference of the Extreme Science and Engineering Discovery Environment, 2014

Comprehensive resource use monitoring for HPC systems with TACC stats.
Proceedings of the First International Workshop on HPC User Support Tools, 2014

Development of a computational and data-enabled science and engineering Ph.D. program.
Proceedings of the Workshop on Education for High-Performance Computing, 2014

Fast Construction of Surrogates for UQ Central to DDDAS- Application to Volcanic Ash Transport.
Proceedings of the International Conference on Computational Science, 2014

Multiscale Method for Hazard Map Construction.
Proceedings of the Dynamic Data-Driven Environmental Systems Science, 2014

2013
Two phase simulations of glacier lake outburst flows.
J. Comput. Sci., 2013

Parallel Godunov smoothed particle hydrodynamics (SPH) with improved treatment of Boundary Conditions and an application to granular flows.
Comput. Phys. Commun., 2013

Performance metrics and auditing framework using application kernels for high-performance computer systems.
Concurr. Comput. Pract. Exp., 2013

Comprehensive job level resource usage measurement and analysis for XSEDE HPC systems.
Proceedings of the Extreme Science and Engineering Discovery Environment: Gateway to Discovery, 2013

Using XDMoD to facilitate XSEDE operations, planning and analysis.
Proceedings of the Extreme Science and Engineering Discovery Environment: Gateway to Discovery, 2013

Large data and computation in a hazard map workflow using Hadoop and Neteeza architectures.
Proceedings of the 2013 International Workshop on Data-Intensive Scalable Computing Systems, 2013

Enabling comprehensive data-driven system management for large computational facilities.
Proceedings of the International Conference for High Performance Computing, 2013

Challenges in Developing DDDAS Based Methodology for Volcanic Ash Hazard Analysis - Effect of Numerical Weather Prediction Variability and Parameter Estimation.
Proceedings of the International Conference on Computational Science, 2013

2012
A DDDAS Framework for Volcanic Ash Propagation and Hazard Analysis.
Proceedings of the International Conference on Computational Science, 2012

Polynomial Chaos Quadrature-based Minimum Variance Approach for Source Parameters Estimation.
Proceedings of the International Conference on Computational Science, 2012

2011
Performance metrics and auditing framework for high performance computer systems.
Proceedings of the 2011 TeraGrid Conference - Extreme Digital Discovery, 2011

2009
Using Statistical and Computer Models to Quantify Volcanic Hazards.
Technometrics, 2009

Exascale Software: Some Questions to Drive the Development.
Int. J. High Perform. Comput. Appl., 2009

2007
Integration of Scientific Visualization With Physical and Digital Modeling for Improved Child Restraint System Safety.
J. Comput. Inf. Sci. Eng., 2007

2006
Parallel adaptive discontinuous Galerkin approximation for thin layer avalanche modeling.
Comput. Geosci., 2006

2005
Adaptive Simulation: Dynamic Data Driven Application in Geophysical Mass Flows.
Proceedings of the 19th International Parallel and Distributed Processing Symposium (IPDPS 2005), 2005

2000
Simple data management, scheduling and solution strategies for managing the irregularities in parallel adaptive hp finite element simulations.
Parallel Comput., 2000

1999
A FEAPI: Adaptive Finite Elements Application Programmers Interface.
Proceedings of the Ninth SIAM Conference on Parallel Processing for Scientific Computing, 1999

Efficient Parallel Adaptive Finite Element Methods Using Self-Scheduling Data and Computations.
Proceedings of the High Performance Computing, 1999

1997
Fast Solvers for Parallel Adaptive hp Finite Element Methods.
Proceedings of the Eighth SIAM Conference on Parallel Processing for Scientific Computing, 1997


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