Ankit Agrawal
Orcid: 0000-0002-5519-0302Affiliations:
- Northwestern University, Evanston, IL, USA
- Iowa State University, Ames, IA, USA (PhD 2009)
According to our database1,
Ankit Agrawal
authored at least 145 papers
between 2008 and 2023.
Collaborative distances:
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Bibliography
2023
MPpredictor: An Artificial Intelligence-Driven Web Tool for Composition-Based Material Property Prediction.
J. Chem. Inf. Model., April, 2023
A deep learning framework for layer-wise porosity prediction in metal powder bed fusion using thermal signatures.
J. Intell. Manuf., 2023
Proceedings of the International Conference for High Performance Computing, 2023
AI for Learning Deformation Behavior of a Material: Predicting Stress-Strain Curves 4000x Faster Than Simulations.
Proceedings of the International Joint Conference on Neural Networks, 2023
Pre-Activation based Representation Learning to Enhance Predictive Analytics on Small Materials Data.
Proceedings of the International Joint Conference on Neural Networks, 2023
A Deep Learning Framework for Time-Series Processing-Microstructure-Property Prediction.
Proceedings of the International Conference on Machine Learning and Applications, 2023
Physics-based Data-Augmented Deep Learning for Enhanced Autogenous Shrinkage Prediction on Experimental Dataset.
Proceedings of the 2023 Fifteenth International Conference on Contemporary Computing, 2023
A Case Study of Data Management Challenges Presented in Large-Scale Machine Learning Workflows.
Proceedings of the 23rd IEEE/ACM International Symposium on Cluster, 2023
2022
A case study on parallel HDF5 dataset concatenation for high energy physics data analysis.
Parallel Comput., 2022
Improving scalability of parallel CNN training by adaptively adjusting parameter update frequency.
J. Parallel Distributed Comput., 2022
An Incremental Phase Mapping Approach for X-ray Diffraction Patterns using Binary Peak Representations.
CoRR, 2022
A Case Study on Parallel HDF5 Dataset Concatenation for High Energy Physics Data Analysis.
CoRR, 2022
BRNet: Branched Residual Network for Fast and Accurate Predictive Modeling of Materials Properties.
Proceedings of the 2022 SIAM International Conference on Data Mining, 2022
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
Using Multi-Resolution Data to Accelerate Neural Network Training in Scientific Applications.
Proceedings of the 22nd IEEE International Symposium on Cluster, 2022
2021
Harnessing Psycho-lingual and Crowd-Sourced Dictionaries for Predicting Taboos in Written Emotional Disclosure in Anonymous Confession Boards.
J. Heal. Informatics Res., 2021
A General Framework Combining Generative Adversarial Networks and Mixture Density Networks for Inverse Modeling in Microstructural Materials Design.
CoRR, 2021
Enhancing Phase Mapping for High-throughput X-ray Diffraction Experiments using Fuzzy Clustering.
Proceedings of the 10th International Conference on Pattern Recognition Applications and Methods, 2021
SIGRNN: Synthetic Minority Instances Generation in Imbalanced Datasets using a Recurrent Neural Network.
Proceedings of the 10th International Conference on Pattern Recognition Applications and Methods, 2021
Proceedings of the 28th IEEE International Conference on High Performance Computing, 2021
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
2020
Improving MPI Collective I/O for High Volume Non-Contiguous Requests With Intra-Node Aggregation.
IEEE Trans. Parallel Distributed Syst., 2020
Proceedings of the International Conference for High Performance Computing, 2020
Heterogeneous Feature Fusion Based Machine Learning on Shallow-Wide and Heterogeneous-Sparse Industrial Datasets.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020
Proceedings of the 20th IEEE/ACM International Symposium on Cluster, 2020
Communication-Efficient Local Stochastic Gradient Descent for Scalable Deep Learning.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
2019
Parallel Comput., 2019
Health Informatics J., 2019
CoRR, 2019
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019
Deep learning based domain knowledge integration for small datasets: Illustrative applications in materials informatics.
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Peak Area Detection Network for Directly Learning Phase Regions from Raw X-ray Diffraction Patterns.
Proceedings of the International Joint Conference on Neural Networks, 2019
Data-Driven Insights from Predictive Analytics on Heterogeneous Experimental Data of Industrial Magnetic Materials.
Proceedings of the 2019 International Conference on Data Mining Workshops, 2019
A Real-Time Iterative Machine Learning Approach for Temperature Profile Prediction in Additive Manufacturing Processes.
Proceedings of the 2019 IEEE International Conference on Data Science and Advanced Analytics, 2019
Proceedings of the 2019 IEEE International Conference on Data Science and Advanced Analytics, 2019
Improving Scalability of Parallel CNN Training by Adjusting Mini-Batch Size at Run-Time.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
2018
Prediction of seebeck coefficient for compounds without restriction to fixed stoichiometry: A machine learning approach.
J. Comput. Chem., 2018
CheMixNet: Mixed DNN Architectures for Predicting Chemical Properties using Multiple Molecular Representations.
CoRR, 2018
Integration of Burst Buffer in High-level Parallel I/O Library for Exa-scale Computing Era.
Proceedings of the 3rd IEEE/ACM International Workshop on Parallel Data Storage & Data Intensive Scalable Computing Systems, 2018
Proceedings of the 25th European MPI Users' Group Meeting, 2018
Towards Autonomic Science Infrastructure: Architecture, Limitations, and Open Issues.
Proceedings of the 1st International Workshop on Autonomous Infrastructure for Science, 2018
Parallel DBSCAN Algorithm Using a Data Partitioning Strategy with Spark Implementation.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
2017
Legislative prediction with dual uncertainty minimization from heterogeneous information.
Stat. Anal. Data Min., 2017
SILVERBACK+: scalable association mining via fast list intersection for columnar social data.
Knowl. Inf. Syst., 2017
Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017
Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017
Towards Identifying Informal Caregivers of Alzheimer's and Dementia Patients in Social Media.
Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017
A Hybrid Training Algorithm for Recurrent Neural Network Using Particle Swarm Optimization-Based Preprocessing and Temporal Error Aggregation.
Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017
Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017
Proceedings of the 24th IEEE International Conference on High Performance Computing, 2017
Parallel Deep Convolutional Neural Network Training by Exploiting the Overlapping of Computation and Communication.
Proceedings of the 24th IEEE International Conference on High Performance Computing, 2017
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
Parallel Community Detection Algorithm Using a Data Partitioning Strategy with Pairwise Subdomain Duplication.
Proceedings of the High Performance Computing - 31st International Conference, 2016
Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, 2016
Proceedings of the 2016 IEEE International Conference on Healthcare Informatics, 2016
Proceedings of the IEEE International Conference on Data Mining Workshops, 2016
Proceedings of the IEEE International Conference on Data Mining Workshops, 2016
Proceedings of the IEEE International Conference on Data Mining Workshops, 2016
Identifying hotspots in five year survival electronic health records of older adults.
Proceedings of the 6th IEEE International Conference on Computational Advances in Bio and Medical Sciences, 2016
Proceedings of the International Conference on Computational Science 2016, 2016
Proceedings of the 23rd IEEE International Conference on High Performance Computing, 2016
Proceedings of the 2016 IEEE International Conference on Cluster Computing, 2016
A Filtering-based Clustering Algorithm for Improving Spatio-temporal Kriging Interpolation Accuracy.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016
A Fatigue Strength Predictor for Steels Using Ensemble Data Mining: Steel Fatigue Strength Predictor.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
2015
Incremental, distributed single-linkage hierarchical clustering algorithm using mapreduce.
Proceedings of the Symposium on High Performance Computing, 2015
Proceedings of the Eighth International Conference on Contemporary Computing, 2015
Pruned search: A machine learning based meta-heuristic approach for constrained continuous optimization.
Proceedings of the Eighth International Conference on Contemporary Computing, 2015
Running MAP Inference on Million Node Graphical Models: A High Performance Computing Perspective.
Proceedings of the 15th IEEE/ACM International Symposium on Cluster, 2015
Proceedings of the First IEEE International Conference on Big Data Computing Service and Applications, 2015
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015
2014
Supercomput. Front. Innov., 2014
IEEE Intell. Syst., 2014
Proceedings of the International Conference for High Performance Computing, 2014
Proceedings of the 8th Workshop on Social Network Mining and Analysis, 2014
Proceedings of the 2014 IEEE International Parallel & Distributed Processing Symposium Workshops, 2014
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014
SILVERBACK: Scalable association mining for temporal data in columnar probabilistic databases.
Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014
Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014
2013
Proceedings of the 13th SIAM International Conference on Data Mining, 2013
Proceedings of the International Conference for High Performance Computing, 2013
A scalable algorithm for single-linkage hierarchical clustering on distributed-memory architectures.
Proceedings of the IEEE Symposium on Large-Scale Data Analysis and Visualization, 2013
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
Solving combinatorial optimization problems using relaxed linear programming: a high performance computing perspective.
Proceedings of the 2nd International Workshop on Big Data, 2013
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
Proceedings of the IJCAI 2013, 2013
Random walk-based graphical sampling in unbalanced heterogeneous bipartite social graphs.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013
2012
Sci. Program., 2012
Accelerating pairwise statistical significance estimation for local alignment by harvesting GPU's power.
BMC Bioinform., 2012
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012
Proceedings of the SC Conference on High Performance Computing Networking, 2012
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012
CluChunk: clustering large scale user-generated content incorporating chunklet information.
Proceedings of the 1st International Workshop on Big Data, 2012
Proceedings of the Transition of HPC Towards Exascale Computing, 2012
Proceedings of the 19th International Conference on High Performance Computing, 2012
Proceedings of the 2012 workshop on Data-driven User Behavioral Modelling and Mining from Social Media, 2012
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
2011
Pairwise Statistical Significance of Local Sequence Alignment Using Sequence-Specific and Position-Specific Substitution Matrices.
IEEE ACM Trans. Comput. Biol. Bioinform., 2011
Int. J. Knowl. Discov. Bioinform., 2011
Parallel pairwise statistical significance estimation of local sequence alignment using Message Passing Interface library.
Concurr. Comput. Pract. Exp., 2011
Anatomy of a hash-based long read sequence mapping algorithm for next generation DNA sequencing.
Bioinform., 2011
Proceedings of the Tenth International Workshop on Data Mining in Bioinformatics, 2011
Predicting Node Failure in High Performance Computing Systems from Failure and Usage Logs.
Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011
Proceedings of the Data Mining Workshops (ICDMW), 2011
Poll: A Citation Text Based System for Identifying High-Impact Contributions of an Article.
Proceedings of the Data Mining Workshops (ICDMW), 2011
Proceedings of the Data Mining Workshops (ICDMW), 2011
Proceedings of the Data Mining Workshops (ICDMW), 2011
Proceedings of the Data Mining Workshops (ICDMW), 2011
Proceedings of the Data Mining Workshops (ICDMW), 2011
Efficient pairwise statistical significance estimation for local sequence alignment using GPU.
Proceedings of the IEEE 1st International Conference on Computational Advances in Bio and Medical Sciences, 2011
Proceedings of the IEEE 1st International Conference on Computational Advances in Bio and Medical Sciences, 2011
Poster: Risk prediction for post-operative adverse outcomes in colorectal cancer surgery.
Proceedings of the IEEE 1st International Conference on Computational Advances in Bio and Medical Sciences, 2011
2010
Int. J. Comput. Biol. Drug Des., 2010
MPIPairwiseStatSig: parallel pairwise statistical significance estimation of local sequence alignment.
Proceedings of the 19th ACM International Symposium on High Performance Distributed Computing, 2010
Efficient Pairwise Statistical Significance Estimation using FPGAs.
Proceedings of the International Conference on Bioinformatics & Computational Biology, 2010
Non-Conservative Pairwise Statistical Significance of Local Sequence Alignment Using Position-Specific Substitution Matrices.
Proceedings of the International Conference on Bioinformatics & Computational Biology, 2010
Derived distribution points heuristic for fast pairwise statistical significance estimation.
Proceedings of the First ACM International Conference on Bioinformatics and Computational Biology, 2010
2009
Pairwise statistical significance of local sequence alignment using multiple parameter sets and empirical justification of parameter set change penalty.
BMC Bioinform., 2009
PSIBLAST_PairwiseStatSig: reordering PSI-BLAST hits using pairwise statistical significance.
Bioinform., 2009
2008
Pairwise statistical significance and empirical determination of effective gap opening penalties for protein local sequence alignment.
Int. J. Comput. Biol. Drug Des., 2008
Estimating Pairwise Statistical Significance of Protein Local Alignments Using a Clustering-Classification Approach Based on Amino Acid Composition.
Proceedings of the Bioinformatics Research and Applications, 2008
Pairwise Statistical Significance Versus Database Statistical Significance for Local Alignment of Protein Sequences.
Proceedings of the Bioinformatics Research and Applications, 2008
Proceedings of the 2008 IEEE International Conference on Electro/Information Technology, 2008
Proceedings of the 2008 IEEE International Conference on Electro/Information Technology, 2008
DNAlignTT: Pairwise DNA alignment with sequence specific transition-transversion ratio.
Proceedings of the 2008 IEEE International Conference on Electro/Information Technology, 2008
Pairwise Statistical Significance of Local Sequence Alignment Using Substitution Matrices with Sequence-Pair-Specific Distance.
Proceedings of the 2008 International Conference on Information Technology, 2008
Pairwise DNA Alignment with Sequence Specific Transition-Transversion Ratio Using Multiple Parameter Sets.
Proceedings of the 2008 International Conference on Information Technology, 2008
Pairwise statistical significance of local sequence alignment using multiple parameter sets.
Proceedings of the Proceeding of the 2nd International Workshop on Data and Text Mining in Bioinformatics, 2008
Conservative, Non-conservative and Average Pairwise Statistical Significance of Local Sequence Alignment.
Proceedings of the 2008 IEEE International Conference on Bioinformatics and Biomedicine, 2008