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Abani K. Patra
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2020 – today
- 2023
- [j21]Sreelekha Guggilam, Varun Chandola, Abani K. Patra:
Large Deviations Anomaly Detection (LAD) for collection of multivariate time series data: Applications to COVID-19 data. J. Comput. Sci. 72: 102101 (2023) - [i12]Sreelekha Guggilam, Varun Chandola, Abani K. Patra:
Large Deviations for Accelerating Neural Networks Training. CoRR abs/2303.00954 (2023) - 2022
- [j20]Sreelekha Guggilam
, Varun Chandola
Tracking clusters and anomalies in evolving data streams. Stat. Anal. Data Min. 15(2): 156-178 (2022) - [c33]Sreelekha Guggilam, Varun Chandola, Abani K. Patra:
Classifying Anomalous Members in a Collection of Multivariate Time Series Data Using Large Deviations Principle: An Application to COVID-19 Data. ICCS (1) 2022: 133-149 - [i11]Georgios Georgalis, Kolos Retfalvi, Paul E. DesJardin, Abani K. Patra:
Combined Data and Deep Learning Model Uncertainties: An Application to the Measurement of Solid Fuel Regression Rate. CoRR abs/2210.14287 (2022) - [i10]Amol Salunkhe, Georgios Georgalis, Abani K. Patra, Varun Chandola:
An Ensemble-Based Deep Framework for Estimating Thermo-Chemical State Variables from Flamelet Generated Manifolds. CoRR abs/2211.14098 (2022) - 2021
- [j19]Jeanette M. Sperhac
GHub: Building a glaciology gateway to unify a community. Concurr. Comput. Pract. Exp. 33(19) (2021) - [j18]Prashant Shekhar
ALPS: A Unified Framework for Modeling Time Series of Land Ice Changes. IEEE Trans. Geosci. Remote. Sens. 59(8): 6466-6481 (2021) - [i9]Prashant Shekhar, Abani K. Patra:
A Forward Backward Greedy approach for Sparse Multiscale Learning. CoRR abs/2102.07068 (2021) - [i8]Gabriel Surina III, Georgios Georgalis
Measurement of Hybrid Rocket Solid Fuel Regression Rate for a Slab Burner using Deep Learning. CoRR abs/2108.11276 (2021) - [i7]Sreelekha Guggilam, Varun Chandola, Abani K. Patra:
Anomaly Detection for High-Dimensional Data Using Large Deviations Principle. CoRR abs/2109.13698 (2021) - 2020
- [j17]Arpan Mukherjee
Overlapping Clustering Based Technique for Scalable Uncertainty Quantification in Physical Systems. SIAM/ASA J. Uncertain. Quantification 8(3): 827-859 (2020) - [i6]Prashant Shekhar, Abani K. Patra:
Hierarchical regularization networks for sparsification based learning on noisy datasets. CoRR abs/2006.05444 (2020)
2010 – 2019
- 2019
- [j16]Hossein Aghakhani, Abani K. Patra:
Scalable discrete adjoint for the transient Savage-Hutter equation on the primal consistent adaptive grid. Eng. Comput. 35(4): 1251-1268 (2019) - [j15]Jeanette M. Sperhac
Managing computational gateway resources with XDMoD. Future Gener. Comput. Syst. 98: 154-166 (2019) - [c32]Sreelekha Guggilam, Syed Mohammed Arshad Zaidi, Varun Chandola, Abani K. Patra:
Integrated Clustering and Anomaly Detection (INCAD) for Streaming Data. ICCS (4) 2019: 45-59 - [c31]Nikolay A. Simakov
Modernizing Titan2D, a Parallel AMR Geophysical Flow Code to Support Multiple Rheologies and Extendability. ISC Workshops 2019: 101-112 - [i5]Prashant Shekhar, Abani K. Patra:
Hierarchical Data Reduction and Learning. CoRR abs/1906.11426 (2019) - [i4]Nikolay A. Simakov, Renette L. Jones-Ivey, Ali Akhavan-Safaei, Hossein Aghakhani, Matthew D. Jones, Abani K. Patra:
Modernizing Titan2D, a Parallel AMR Geophysical Flow Code to Support Multiple Rheologies and Extendability. CoRR abs/1910.01017 (2019) - [i3]Sreelekha Guggilam, Syed Mohammed Arshad Zaidi, Varun Chandola, Abani K. Patra:
Integrated Clustering and Anomaly Detection (INCAD) for Streaming Data (Revised). CoRR abs/1911.00184 (2019) - 2018
- [c30]Jeanette M. Sperhac
Federating XDMoD to Monitor Affiliated Computing Resources. CLUSTER 2018: 580-589 - [c29]Abani K. Patra, Andrea Bevilacqua
Analyzing Complex Models Using Data and Statistics. ICCS (2) 2018: 724-736 - [c28]Nikolay A. Simakov, Robert L. DeLeon, Martins D. Innus, Matthew D. Jones, Joseph P. White, Steven M. Gallo, Abani K. Patra, Thomas R. Furlani
Slurm Simulator: Improving Slurm Scheduler Performance on Large HPC systems by Utilization of Multiple Controllers and Node Sharing. PEARC 2018: 25:1-25:8 - 2017
- [c27]Niyazi Sorkunlu, Varun Chandola, Abani K. Patra:
Tracking System Behavior from Resource Usage Data. CLUSTER 2017: 410-418 - [c26]Zhixuan Cao, Abani K. Patra, Matthew D. Jones:
Data Management and Volcano Plume Simulation with Parallel SPH Method and Dynamic Halo Domains. ICCS 2017: 786-795 - [c25]Prashant Shekhar, Abani K. Patra, Beáta M. Csathó:
Multiscale and Multiresolution methods for Sparse representation of Large datasets. ICCS 2017: 1652-1661 - [c24]Nikolay A. Simakov, Martins D. Innus, Matthew D. Jones, Robert L. DeLeon, Joseph P. White, Steven M. Gallo
A Slurm Simulator: Implementation and Parametric Analysis. PMBS@SC 2017: 197-217 - [i2]Niyazi Sorkunlu, Varun Chandola, Abani K. Patra:
Tracking System Behaviour from Resource Usage Data. CoRR abs/1705.10756 (2017) - 2016
- [c23]Abani K. Patra, Prashant Shekhar, E. Ramona Stefanescu:
Multilevel Methods for Sparse Representation of Topographical Data. ICCS 2016: 887-896 - [c22]Nikolay A. Simakov
A Quantitative Analysis of Node Sharing on HPC Clusters Using XDMoD Application Kernels. XSEDE 2016: 32:1-32:8 - [i1]Daniel S. Katz, Sou-Cheng T. Choi, Kyle E. Niemeyer, James Hetherington, Frank Löffler, Dan Gunter, Ray Idaszak, Steven R. Brandt, Mark A. Miller, Sandra Gesing, Nick D. Jones, Nic Weber, Suresh Marru, Gabrielle Allen, Birgit Penzenstadler, Colin C. Venters, Ethan Davis, Lorraine J. Hwang, Ilian T. Todorov, Abani K. Patra, Miguel de Val-Borro:
Report on the Third Workshop on Sustainable Software for Science: Practice and Experiences (WSSSPE3). CoRR abs/1602.02296 (2016) - 2015
- [j14]Nikolay A. Simakov
Application kernels: HPC resources performance monitoring and variance analysis. Concurr. Comput. Pract. Exp. 27(17): 5238-5260 (2015) - [j13]Jeffrey T. Palmer
Open XDMoD: A Tool for the Comprehensive Management of High-Performance Computing Resources. Comput. Sci. Eng. 17(4): 52-62 (2015) - [c21]Arpan Mukherjee
Laplacian graph based approach for uncertainty quantification of large scale dynamical systems. ACC 2015: 3998-4003 - [c20]Steven M. Gallo
Analysis of XDMoD/SUPReMM Data Using Machine Learning Techniques. CLUSTER 2015: 642-649 - [c19]E. Ramona Stefanescu, Abani K. Patra, Marcus Bursik, E. Bruce Pitman, Peter W. Webley
Forecasting Volcanic Plume Hazards With Fast UQ. ICCS 2015: 1613-1622 - [c18]Robert L. DeLeon, Thomas R. Furlani
TAS view of XSEDE users and usage. XSEDE 2015: 21:1-21:8 - 2014
- [j12]James C. Browne, Robert L. DeLeon, Abani K. Patra, William L. Barth, John L. Hammond, Matthew D. Jones, Thomas R. Furlani
Comprehensive, open-source resource usage measurement and analysis for HPC systems. Concurr. Comput. Pract. Exp. 26(13): 2191-2209 (2014) - [j11]Shivaswamy Rohit, Abani K. Patra, Vipin Chaudhary
Integrating data and compute-intensive workflows for uncertainty quantification in large-scale simulation: application to model-based hazard analysis. Int. J. Comput. Math. 91(4): 730-747 (2014) - [j10]Reza Madankan, S. Pouget, Puneet Singla
Computation of probabilistic hazard maps and source parameter estimation for volcanic ash transport and dispersion. J. Comput. Phys. 271: 39-59 (2014) - [j9]Elaine T. Spiller, Maria J. Bayarri, James O. Berger, Eliza S. Calder, Abani K. Patra, E. Bruce Pitman, Robert L. Wolpert:
Automating Emulator Construction for Geophysical Hazard Maps. SIAM/ASA J. Uncertain. Quantification 2(1): 126-152 (2014) - [c17]E. Ramona Stefanescu, Abani K. Patra, E. Bruce Pitman, Marcus Bursik, Puneet Singla, Tarunraj Singh
Multiscale Method for Hazard Map Construction. DyDESS 2014: 41-53 - [c16]E. R. Stefanescu, Abani K. Patra, Marcus Bursik, Matthew D. Jones, Reza Madankan, E. Bruce Pitman, S. Pouget, Tarunraj Singh
Fast Construction of Surrogates for UQ Central to DDDAS- Application to Volcanic Ash Transport. ICCS 2014: 1227-1235 - [c15]R. Todd Evans
Comprehensive resource use monitoring for HPC systems with TACC stats. HUST@SC 2014: 13-21 - [c14]Paul T. Bauman
Development of a computational and data-enabled science and engineering Ph.D. program. EduHPC@SC 2014: 21-26 - [c13]Joseph P. White
An Analysis of Node Sharing on HPC Clusters using XDMoD/TACC_Stats. XSEDE 2014: 31:1-31:8 - 2013
- [j8]Thomas R. Furlani
Performance metrics and auditing framework using application kernels for high-performance computer systems. Concurr. Comput. Pract. Exp. 25(7): 918-931 (2013) - [j7]Dinesh Kumar, Abani K. Patra, E. Bruce Pitman, H. Chi:
Parallel Godunov smoothed particle hydrodynamics (SPH) with improved treatment of Boundary Conditions and an application to granular flows. Comput. Phys. Commun. 184(10): 2277-2286 (2013) - [j6]E. Bruce Pitman, Abani K. Patra
Two phase simulations of glacier lake outburst flows. J. Comput. Sci. 4(1-2): 71-79 (2013) - [c12]Abani K. Patra, Marcus Bursik, Jon Dehn, Matthew D. Jones, Reza Madankan, Donald J. Morton, Michael Pavolonis, E. Bruce Pitman, S. Pouget, Tarunraj Singh
Challenges in Developing DDDAS Based Methodology for Volcanic Ash Hazard Analysis - Effect of Numerical Weather Prediction Variability and Parameter Estimation. ICCS 2013: 1871-1880 - [c11]Shivaswamy Rohit, Abani K. Patra, Vipin Chaudhary
Large data and computation in a hazard map workflow using Hadoop and Neteeza architectures. DISCS@SC 2013: 7-12 - [c10]James C. Browne, Robert L. DeLeon, Charng-Da Lu, Matthew D. Jones, Steven M. Gallo
Enabling comprehensive data-driven system management for large computational facilities. SC 2013: 86:1-86:11 - [c9]Thomas R. Furlani
Using XDMoD to facilitate XSEDE operations, planning and analysis. XSEDE 2013: 46:1-46:8 - [c8]Charng-Da Lu, James C. Browne, Robert L. DeLeon, John L. Hammond, William L. Barth, Thomas R. Furlani
Comprehensive job level resource usage measurement and analysis for XSEDE HPC systems. XSEDE 2013: 50:1-50:8 - 2012
- [c7]Abani K. Patra, Marcus Bursik, Jon Dehn, Matthew D. Jones, Michael Pavolonis, E. Bruce Pitman, Tarunraj Singh
A DDDAS Framework for Volcanic Ash Propagation and Hazard Analysis. ICCS 2012: 1090-1099 - [c6]Reza Madankan, Puneet Singla
Polynomial Chaos Quadrature-based Minimum Variance Approach for Source Parameters Estimation. ICCS 2012: 1129-1138 - 2011
- [c5]Thomas R. Furlani, Matthew D. Jones, Steven M. Gallo, Andrew E. Bruno, Charng-Da Lu, Amin Ghadersohi, Ryan J. Gentner, Abani K. Patra, Robert L. DeLeon, Gregor von Laszewski, Lizhe Wang, Ann Zimmerman:
Performance metrics and auditing framework for high performance computer systems. TG 2011: 16:1
2000 – 2009
- 2009
- [j5]Abani K. Patra, Rob Pennington, Ed Seidel:
Exascale Software: Some Questions to Drive the Development. Int. J. High Perform. Comput. Appl. 23(4): 421-422 (2009) - [j4]Maria J. Bayarri, James O. Berger
Using Statistical and Computer Models to Quantify Volcanic Hazards. Technometrics 51(4): 402-413 (2009) - 2007
- [j3]Kevin F. Hulme, Abani K. Patra, Nataraju Vusirikala, Robert A. Galganski, Ioannis Hatziprokopiou:
Integration of Scientific Visualization With Physical and Digital Modeling for Improved Child Restraint System Safety. J. Comput. Inf. Sci. Eng. 7(2): 174-181 (2007) - 2006
- [j2]Abani K. Patra, C. C. Nichita, Andrew C. Bauer, E. Bruce Pitman, Marcus Bursik, Michael F. Sheridan:
Parallel adaptive discontinuous Galerkin approximation for thin layer avalanche modeling. Comput. Geosci. 32(7): 912-926 (2006) - 2005
- [c4]Matthew D. Jones, E. Bruce Pitman, Abani K. Patra, Keith Dalbey, Andrew C. Bauer:
Adaptive Simulation: Dynamic Data Driven Application in Geophysical Mass Flows. IPDPS 2005 - 2000
- [j1]Andras Laszloffy, Jingping Long, Abani K. Patra
Simple data management, scheduling and solution strategies for managing the irregularities in parallel adaptive hp finite element simulations. Parallel Comput. 26(13-14): 1765-1788 (2000)
1990 – 1999
- 1999
- [c3]Abani K. Patra, Jingping Long, Andras Laszloffy:
Efficient Parallel Adaptive Finite Element Methods Using Self-Scheduling Data and Computations. HiPC 1999: 359-363 - [c2]Abani K. Patra, Andras Laszloffy, Jingping Long:
A FEAPI: Adaptive Finite Elements Application Programmers Interface. PP 1999 - 1997
- [c1]Abani K. Patra:
Fast Solvers for Parallel Adaptive hp Finite Element Methods. PP 1997
Coauthor Index
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