Abani K. Patra

70 papers A 2C 4Misc 9Journal 36Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Predictive Science: A Quest for the Holy. Comput. Sci. Eng. Abani K. Patra, Danial Faghihi, Prashant K. Jha, Lianghao Cao, Kathryn A. Farrell-Maupin
2025	J	`jnl`	2024 NSF CSSI-Cybertraining-SCIPE PI Meeting August 12 to 13, 2024, Charlotte, NC. CoRR Abani K. Patra, Mary P. Thomas, Elias Bou-Harb, Jeffrey C. Carver, Yuebin Guo, Ratnesh Kumar, Julien Langou, Guoyu Lu, Vivak Patel, Marianna Safronova, Isla Simpson, Dhruva Chakravorty, Jane Combs, Hantao Cui, Sushil K. Prasad, Adnan Rajib, Susan Rathbun, Erik Saule, Alan Sussman, Shaowen Wang, Sarina Zhe Zhang, Ben Brown, Varun Chandola, Daniel Crawford, Ian T. Foster, Dave Hart, Mike Heroux, Mary Ann Leung, Benjamin Lynch, Dan Negrut, D. K. Panda, Manish Parashar, Melissa Kline Struhl, George K. Thiruvathukal
2025	—	`conf`	A Recursive Approach to Representation in Hilbert Spaces of Increasing Dimension: Applications to Quantum-centric HPC tool development. IPDPS (Workshops) Alejandro Becerra, Abani K. Patra
2024	J	`jnl`	UQ of 2D Slab Burner DNS: Surrogates, Uncertainty Propagation, and Parameter Calibration. CoRR Georgios Georgalis, Alejandro Becerra, Kenneth Budzinski, Matthew T. McGurn, Danial Faghihi, Paul E. DesJardin, Abani K. Patra
2023	J	`jnl`	Large Deviations Anomaly Detection (LAD) for collection of multivariate time series data: Applications to COVID-19 data. J. Comput. Sci. Sreelekha Guggilam, Varun Chandola, Abani K. Patra
2023	J	`jnl`	Large Deviations for Accelerating Neural Networks Training. CoRR Sreelekha Guggilam, Varun Chandola, Abani K. Patra
2022	J	`jnl`	An Ensemble-Based Deep Framework for Estimating Thermo-Chemical State Variables from Flamelet Generated Manifolds. CoRR Amol Salunkhe, Georgios Georgalis, Abani K. Patra, Varun Chandola
2022	—	`conf`	Classifying Anomalous Members in a Collection of Multivariate Time Series Data Using Large Deviations Principle: An Application to COVID-19 Data. ICCS (1) Sreelekha Guggilam, Varun Chandola, Abani K. Patra
2022	J	`jnl`	Combined Data and Deep Learning Model Uncertainties: An Application to the Measurement of Solid Fuel Regression Rate. CoRR Georgios Georgalis, Kolos Retfalvi, Paul E. DesJardin, Abani K. Patra
2022	J	`jnl`	Tracking clusters and anomalies in evolving data streams. Stat. Anal. Data Min. Sreelekha Guggilam, Varun Chandola, Abani K. Patra
2021	J	`jnl`	A Forward Backward Greedy approach for Sparse Multiscale Learning. CoRR Prashant Shekhar, Abani K. Patra
2021	J	`jnl`	ALPS: A Unified Framework for Modeling Time Series of Land Ice Changes. IEEE Trans. Geosci. Remote. Sens. Prashant Shekhar, Beáta Csathó, Tony Schenk, Carolyn Roberts, Abani K. Patra
2021	J	`jnl`	Anomaly Detection for High-Dimensional Data Using Large Deviations Principle. CoRR Sreelekha Guggilam, Varun Chandola, Abani K. Patra
2021	J	`jnl`	GHub: Building a glaciology gateway to unify a community. Concurr. Comput. Pract. Exp. Jeanette M. Sperhac, Kristin Poinar, Renette L. Jones-Ivey, Jason Briner, Beáta Csathó, Sophie M. Nowicki, Erika Simon, Eric Y. Larour, Justin Quinn, Abani K. Patra
2021	J	`jnl`	Measurement of Hybrid Rocket Solid Fuel Regression Rate for a Slab Burner using Deep Learning. CoRR Gabriel Surina III, Georgios Georgalis, Siddhant S. Aphale, Abani K. Patra, Paul E. DesJardin
2020	J	`jnl`	Hierarchical regularization networks for sparsification based learning on noisy datasets. CoRR Prashant Shekhar, Abani K. Patra
2020	J	`jnl`	Overlapping Clustering Based Technique for Scalable Uncertainty Quantification in Physical Systems. SIAM/ASA J. Uncertain. Quantification Arpan Mukherjee, Rahul Rai, Puneet Singla, Tarunraj Singh, Abani K. Patra
2019	J	`jnl`	Hierarchical Data Reduction and Learning. CoRR Prashant Shekhar, Abani K. Patra
2019	J	`jnl`	Integrated Clustering and Anomaly Detection (INCAD) for Streaming Data (Revised). CoRR Sreelekha Guggilam, Syed Mohammed Arshad Zaidi, Varun Chandola, Abani K. Patra
2019	—	`conf`	Integrated Clustering and Anomaly Detection (INCAD) for Streaming Data. ICCS (4) Sreelekha Guggilam, Syed Mohammed Arshad Zaidi, Varun Chandola, Abani K. Patra
2019	J	`jnl`	Managing computational gateway resources with XDMoD. Future Gener. Comput. Syst. Jeanette M. Sperhac, Robert L. DeLeon, Thomas R. Furlani, Steven M. Gallo, Martins Innus, Matthew D. Jones, Jeffrey T. Palmer, Abani K. Patra, Benjamin D. Plessinger, Ryan Rathsam, Nikolay Simakov, Joseph P. White, Rudra Chakraborty, Gregary Dean
2019	—	`conf`	Modernizing Titan2D, a Parallel AMR Geophysical Flow Code to Support Multiple Rheologies and Extendability. ISC Workshops Nikolay A. Simakov, Renette L. Jones-Ivey, Ali Akhavan-Safaei, Hossein Aghakhani, Matthew D. Jones, Abani K. Patra
2019	J	`jnl`	Modernizing Titan2D, a Parallel AMR Geophysical Flow Code to Support Multiple Rheologies and Extendability. CoRR Nikolay A. Simakov, Renette L. Jones-Ivey, Ali Akhavan-Safaei, Hossein Aghakhani, Matthew D. Jones, Abani K. Patra
2019	J	`jnl`	Scalable discrete adjoint for the transient Savage-Hutter equation on the primal consistent adaptive grid. Eng. Comput. Hossein Aghakhani, Abani K. Patra
2018	—	`conf`	Analyzing Complex Models Using Data and Statistics. ICCS (2) Abani K. Patra, Andrea Bevilacqua, Ali Akhavan-Safaei
2018	C	`conf`	Federating XDMoD to Monitor Affiliated Computing Resources. CLUSTER Jeanette M. Sperhac, Benjamin D. Plessinger, Jeffrey T. Palmer, Rudra Chakraborty, Gregary Dean, Martins Innus, Ryan Rathsam, Nikolay Simakov, Joseph P. White, Thomas R. Furlani, Steven M. Gallo, Robert L. DeLeon, Matthew D. Jones, Cynthia D. Cornelius, Abani K. Patra
2018	—	`conf`	Slurm Simulator: Improving Slurm Scheduler Performance on Large HPC systems by Utilization of Multiple Controllers and Node Sharing. PEARC Nikolay A. Simakov, Robert L. DeLeon, Martins D. Innus, Matthew D. Jones, Joseph P. White, Steven M. Gallo, Abani K. Patra, Thomas R. Furlani
2017	—	`conf`	A Slurm Simulator: Implementation and Parametric Analysis. PMBS@SC Nikolay A. Simakov, Martins D. Innus, Matthew D. Jones, Robert L. DeLeon, Joseph P. White, Steven M. Gallo, Abani K. Patra, Thomas R. Furlani
2017	Misc	`conf`	Data Management and Volcano Plume Simulation with Parallel SPH Method and Dynamic Halo Domains. ICCS Zhixuan Cao, Abani K. Patra, Matthew D. Jones
2017	Misc	`conf`	Multiscale and Multiresolution methods for Sparse representation of Large datasets. ICCS Prashant Shekhar, Abani K. Patra, Beáta M. Csathó
2017	C	`conf`	Tracking System Behavior from Resource Usage Data. CLUSTER Niyazi Sorkunlu, Varun Chandola, Abani K. Patra
2017	J	`jnl`	Tracking System Behaviour from Resource Usage Data. CoRR Niyazi Sorkunlu, Varun Chandola, Abani K. Patra
2016	—	`conf`	A Quantitative Analysis of Node Sharing on HPC Clusters Using XDMoD Application Kernels. XSEDE Nikolay A. Simakov, Robert L. DeLeon, Joseph P. White, Thomas R. Furlani, Martins Innus, Steven M. Gallo, Matthew D. Jones, Abani K. Patra, Benjamin D. Plessinger, Jeanette M. Sperhac, Thomas Yearke, Ryan Rathsam, Jeffrey T. Palmer
2016	Misc	`conf`	Multilevel Methods for Sparse Representation of Topographical Data. ICCS Abani K. Patra, Prashant Shekhar, E. Ramona Stefanescu
2016	J	`jnl`	Report on the Third Workshop on Sustainable Software for Science: Practice and Experiences (WSSSPE3). CoRR 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
2015	C	`conf`	Analysis of XDMoD/SUPReMM Data Using Machine Learning Techniques. CLUSTER Steven M. Gallo, Joseph P. White, Robert L. DeLeon, Thomas R. Furlani, Helen Ngo, Abani K. Patra, Matthew D. Jones, Jeffrey T. Palmer, Nikolay Simakov, Jeanette M. Sperhac, Martins Innus, Thomas Yearke, Ryan Rathsam
2015	J	`jnl`	Application kernels: HPC resources performance monitoring and variance analysis. Concurr. Comput. Pract. Exp. Nikolay A. Simakov, Joseph P. White, Robert L. DeLeon, Amin Ghadersohi, Thomas R. Furlani, Matthew D. Jones, Steven M. Gallo, Abani K. Patra
2015	Misc	`conf`	Forecasting Volcanic Plume Hazards With Fast UQ. ICCS E. Ramona Stefanescu, Abani K. Patra, Marcus Bursik, E. Bruce Pitman, Peter W. Webley, Matthew D. Jones
2015	C	`conf`	Laplacian graph based approach for uncertainty quantification of large scale dynamical systems. ACC Arpan Mukherjee, Rahul Rai, Puneet Singla, Tarunraj Singh, Abani K. Patra
2015	J	`jnl`	Open XDMoD: A Tool for the Comprehensive Management of High-Performance Computing Resources. Comput. Sci. Eng. Jeffrey T. Palmer, Steven M. Gallo, Thomas R. Furlani, Matthew D. Jones, Robert L. DeLeon, Joseph P. White, Nikolay Simakov, Abani K. Patra, Jeanette M. Sperhac, Thomas Yearke, Ryan Rathsam, Martins Innus, Cynthia D. Cornelius, James C. Browne, William L. Barth, Richard Todd Evans
2015	—	`conf`	TAS view of XSEDE users and usage. XSEDE Robert L. DeLeon, Thomas R. Furlani, Steven M. Gallo, Joseph P. White, Matthew D. Jones, Abani K. Patra, Martins Innus, Thomas Yearke, Jeffrey T. Palmer, Jeanette M. Sperhac, Ryan Rathsam, Nikolay Simakov, Gregor von Laszewski, Fugang Wang
2014	—	`conf`	An Analysis of Node Sharing on HPC Clusters using XDMoD/TACC_Stats. XSEDE Joseph P. White, Robert L. DeLeon, Thomas R. Furlani, Steven M. Gallo, Matthew D. Jones, Amin Ghadersohi, Cynthia D. Cornelius, Abani K. Patra, James C. Browne, William L. Barth, John L. Hammond
2014	J	`jnl`	Automating Emulator Construction for Geophysical Hazard Maps. SIAM/ASA J. Uncertain. Quantification Elaine T. Spiller, Maria J. Bayarri, James O. Berger, Eliza S. Calder, Abani K. Patra, E. Bruce Pitman, Robert L. Wolpert
2014	—	`conf`	Comprehensive resource use monitoring for HPC systems with TACC stats. HUST@SC R. Todd Evans, William L. Barth, James C. Browne, Robert L. DeLeon, Thomas R. Furlani, Steven M. Gallo, Matthew D. Jones, Abani K. Patra
2014	J	`jnl`	Comprehensive, open-source resource usage measurement and analysis for HPC systems. Concurr. Comput. Pract. Exp. James C. Browne, Robert L. DeLeon, Abani K. Patra, William L. Barth, John L. Hammond, Matthew D. Jones, Thomas R. Furlani, Barry I. Schneider, Steven M. Gallo, Amin Ghadersohi, Ryan J. Gentner, Jeffrey T. Palmer, Nikolay Simakov, Martins Innus, Andrew E. Bruno, Joseph P. White, Cynthia D. Cornelius, Thomas Yearke, Kyle Marcus, Gregor von Laszewski, Fugang Wang
2014	J	`jnl`	Computation of probabilistic hazard maps and source parameter estimation for volcanic ash transport and dispersion. J. Comput. Phys. Reza Madankan, Solene Pouget, Puneet Singla, Marcus Bursik, Jon Dehn, Matthew D. Jones, Abani K. Patra, Michael Pavolonis, E. Bruce Pitman, Tarunraj Singh, Peter W. Webley
2014	—	`conf`	Development of a computational and data-enabled science and engineering Ph.D. program. EduHPC@SC Paul T. Bauman, Varun Chandola, Abani K. Patra, Matthew D. Jones
2014	Misc	`conf`	Fast Construction of Surrogates for UQ Central to DDDAS- Application to Volcanic Ash Transport. ICCS E. R. Stefanescu, Abani K. Patra, Marcus Bursik, Matthew D. Jones, Reza Madankan, E. Bruce Pitman, Solene Pouget, Tarunraj Singh, Puneet Singla, Peter W. Webley, Don Morton
2014	J	`jnl`	Integrating data and compute-intensive workflows for uncertainty quantification in large-scale simulation: application to model-based hazard analysis. Int. J. Comput. Math. Shivaswamy Rohit, Abani K. Patra, Vipin Chaudhary
2014	—	`conf`	Multiscale Method for Hazard Map Construction. DyDESS E. Ramona Stefanescu, Abani K. Patra, E. Bruce Pitman, Marcus Bursik, Puneet Singla, Tarunraj Singh
2013	Misc	`conf`	Challenges in Developing DDDAS Based Methodology for Volcanic Ash Hazard Analysis - Effect of Numerical Weather Prediction Variability and Parameter Estimation. ICCS Abani K. Patra, Marcus Bursik, Jon Dehn, Matthew D. Jones, Reza Madankan, Donald J. Morton, Michael Pavolonis, E. Bruce Pitman, Solene Pouget, Tarunraj Singh, Puneet Singla, E. R. Stefanescu, Peter W. Webley
2013	—	`conf`	Comprehensive job level resource usage measurement and analysis for XSEDE HPC systems. XSEDE Charng-Da Lu, James C. Browne, Robert L. DeLeon, John L. Hammond, William L. Barth, Thomas R. Furlani, Steven M. Gallo, Matthew D. Jones, Abani K. Patra
2013	A	`conf`	Enabling comprehensive data-driven system management for large computational facilities. SC James C. Browne, Robert L. DeLeon, Charng-Da Lu, Matthew D. Jones, Steven M. Gallo, Amin Ghadersohi, Abani K. Patra, William L. Barth, John L. Hammond, Thomas R. Furlani, Robert T. McLay
2013	—	`conf`	Large data and computation in a hazard map workflow using Hadoop and Neteeza architectures. DISCS@SC Shivaswamy Rohit, Abani K. Patra, Vipin Chaudhary
2013	J	`jnl`	Parallel Godunov smoothed particle hydrodynamics (SPH) with improved treatment of Boundary Conditions and an application to granular flows. Comput. Phys. Commun. Dinesh Kumar, Abani K. Patra, E. Bruce Pitman, H. Chi
2013	J	`jnl`	Performance metrics and auditing framework using application kernels for high-performance computer systems. Concurr. Comput. Pract. Exp. 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, Fugang Wang, Ann Zimmerman
2013	J	`jnl`	Two phase simulations of glacier lake outburst flows. J. Comput. Sci. E. Bruce Pitman, Abani K. Patra, Dinesh Kumar, Kouichi Nishimura, Jiro Komori
2013	—	`conf`	Using XDMoD to facilitate XSEDE operations, planning and analysis. XSEDE Thomas R. Furlani, Barry I. Schneider, Matthew D. Jones, John Towns, David L. Hart, Steven M. Gallo, Robert L. DeLeon, Charng-Da Lu, Amin Ghadersohi, Ryan J. Gentner, Abani K. Patra, Gregor von Laszewski, Fugang Wang, Jeffrey T. Palmer, Nikolay Simakov
2012	Misc	`conf`	A DDDAS Framework for Volcanic Ash Propagation and Hazard Analysis. ICCS Abani K. Patra, Marcus Bursik, Jon Dehn, Matthew D. Jones, Michael Pavolonis, E. Bruce Pitman, Tarunraj Singh, Puneet Singla, Peter W. Webley
2012	Misc	`conf`	Polynomial Chaos Quadrature-based Minimum Variance Approach for Source Parameters Estimation. ICCS Reza Madankan, Puneet Singla, Abani K. Patra, Marcus Bursik, Jon Dehn, Matthew D. Jones, Michael Pavolonis, E. Bruce Pitman, Tarunraj Singh, Peter W. Webley
2011	—	`conf`	Performance metrics and auditing framework for high performance computer systems. TG 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
2009	J	`jnl`	Exascale Software: Some Questions to Drive the Development. Int. J. High Perform. Comput. Appl. Abani K. Patra, Rob Pennington, Ed Seidel
2009	J	`jnl`	Using Statistical and Computer Models to Quantify Volcanic Hazards. Technometrics Maria J. Bayarri, James O. Berger, Eliza S. Calder, Keith Dalbey, Simón Lunagómez, Abani K. Patra, E. Bruce Pitman, Elaine T. Spiller, Robert L. Wolpert
2007	J	`jnl`	Integration of Scientific Visualization With Physical and Digital Modeling for Improved Child Restraint System Safety. J. Comput. Inf. Sci. Eng. Kevin F. Hulme, Abani K. Patra, Nataraju Vusirikala, Robert A. Galganski, Ioannis Hatziprokopiou
2006	J	`jnl`	Parallel adaptive discontinuous Galerkin approximation for thin layer avalanche modeling. Comput. Geosci. Abani K. Patra, C. C. Nichita, Andrew C. Bauer, E. Bruce Pitman, Marcus Bursik, Michael F. Sheridan
2005	A	`conf`	Adaptive Simulation: Dynamic Data Driven Application in Geophysical Mass Flows. IPDPS Matthew D. Jones, E. Bruce Pitman, Abani K. Patra, Keith Dalbey, Andrew C. Bauer
2000	J	`jnl`	Simple data management, scheduling and solution strategies for managing the irregularities in parallel adaptive hp finite element simulations. Parallel Comput. Andras Laszloffy, Jingping Long, Abani K. Patra
1999	—	`conf`	A FEAPI: Adaptive Finite Elements Application Programmers Interface. PP Abani K. Patra, Andras Laszloffy, Jingping Long
1999	Misc	`conf`	Efficient Parallel Adaptive Finite Element Methods Using Self-Scheduling Data and Computations. HiPC Abani K. Patra, Jingping Long, Andras Laszloffy
1997	—	`conf`	Fast Solvers for Parallel Adaptive hp Finite Element Methods. PP Abani K. Patra