| Using feature importance metrics to detect events of interest in scientific computing applications J Ling, WP Kegelmeyer, K Aditya, H Kolla, KA Reed, TM Shead, WL Davis 2017 IEEE 7th Symposium on Large Data Analysis and Visualization (LDAV), 55-63, 2017 | 26 | 2017 |
| Anomaly detection in scientific data using joint statistical moments K Aditya, H Kolla, WP Kegelmeyer, TM Shead, J Ling, WL Davis IV Journal of Computational Physics 387, 522-538, 2019 | 22 | 2019 |
| Enhancing pattern classification with relational fuzzy neural networks and square BK-products WL Davis IV The Florida State University, 2006 | 20 | 2006 |
| Machine learning models of errors in large eddy simulation predictions of surface pressure fluctuations MF Barone, J Ling, K Chowdhary, W Davis, J Fike 47th AIAA Fluid Dynamics Conference, 3979, 2017 | 15 | 2017 |
| Using NoSQL databases for streaming network analysis B Wylie, D Dunlavy, W Davis, J Baumes IEEE Symposium on Large Data Analysis and Visualization (LDAV), 121-124, 2012 | 13 | 2012 |
| Development of machine learning models for turbulent wall pressure fluctuations J Ling, MF Barone, W Davis, K Chowdhary, J Fike 55th AIAA Aerospace Sciences Meeting, 0755, 2017 | 11 | 2017 |
| Data privacy and security considerations for personal assistants for learning (PAL) EM Raybourn, N Fabian, W Davis, RC Parks, J McClain, D Trumbo, ... Proceedings of the 20th International Conference on Intelligent User …, 2015 | 10 | 2015 |
| Topicview: Visual analysis of topic models and their impact on document clustering PJ Crossno, AT Wilson, TM Shead, WL DAVIS IV, DM Dunlavy International Journal on Artificial Intelligence Tools 22 (05), 1360008, 2013 | 9 | 2013 |
| Counter adversarial data analytics P Kegelmeyer, TM Shead, J Crussell, K Rodhouse, D Robinson, ... SAND Report 3711, 2015, 2015 | 8 | 2015 |
| Finding representative association rules from large rule collections WL Davis IV, P Schwarz, E Terzi Proceedings of the 2009 SIAM International Conference on Data Mining, 521-532, 2009 | 8 | 2009 |
| Arctic Tipping Points Triggering Global Change (LDRD Final Report) KJ Peterson, AJ Powell, IK Tezaur, EL Roesler, J Nichol, MG Peterson, ... Sandia National Lab.(SNL-NM), Albuquerque, NM (United States); Sandia …, 2020 | 5 | 2020 |
| Enhancing performance of relational fuzzy neural networks with square BK-products WL Davis IV, L Kohout 9th Joint International Conference on Information Sciences (JCIS-06), 2006 | 5 | 2006 |
| Using Deep Neural Networks to Predict Material Types in Conditional Point Sampling Applied to Markovian Mixture Models. IV Davis, W Leon, AJ Olson, GA Popoola, DS Bolintineanu, T Rodgers, ... Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2021 | 3 | 2021 |
| Bios. R Byrne, D Stracuzzi, W Davis, JP Watson, M Reno, L Blakely Sandia National Lab.(SNL-NM), Albuquerque, NM (United States); Sandia …, 2019 | 2 | 2019 |
| Near-Wall Modeling Using Coordinate Frame Invariant Representations and Neural Networks NE Miller, MF Barone, WL Davis, JA Fike AIAA Aviation 2019 Forum, 3530, 2019 | 2 | 2019 |
| Hybrid Methods for Cybersecurity Analysis LDRD Final Report WL Davis IV, MD Daniel SAND2014-0446. January, 2014 | 2 | 2014 |
| A Novel In Situ Machine Learning Framework for Intelligent Data Capture and Event Detection TM Shead, IK Tezaur, WL Davis IV, ML Carlson, DM Dunlavy, EJ Parish, ... Machine Learning and Its Application to Reacting Flows: ML and Combustion, 53-87, 2023 | 1 | 2023 |
| In-Situ Machine Learning for Intelligent Data Capture on Exascale Platforms. IV Davis, W Leon, T Shead, H Kolla, K Reed, WP Kegelmeyer, ... Sandia National Lab.(SNL-NM), Albuquerque, NM (United States); Sandia …, 2020 | 1 | 2020 |
| The Potential of Integrated Machine Learning Algorithms for Tropical Cyclone Detection in Advanced Climate Modeling WL Davis IV, KA Reed, T Shead, H Kolla, G Popoola, P Kegelmeyer, ... AGU Fall Meeting Abstracts 2019, A51U-2683, 2019 | 1 | 2019 |
| Embedding python for in-situ analysis TM Shead, A Konduri, H Kolla, D Dunlavy, WP Kegelmeyer, WL Davis IV Sandia National Lab.(SNL-NM), Albuquerque, NM (United States); Sandia …, 2018 | 1 | 2018 |
Hemanth KollaCambridge University, Sandia National LaboratoriesVerified email at sandia.gov
