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Publications per year
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2024
A Novel Framework to Evaluate the Costs and Potential of Bioenergy in Decarbonization of the U.S. Economy
Singh, U., Hawkins, T. R., Tao, L., Binsted, M., Field, J. L., Burli, P. & Oke, D., 2024, Society of Petroleum Engineers - SPE Energy Transition Symposium, ETS 2024. Society of Petroleum Engineers, (Society of Petroleum Engineers - SPE Energy Transition Symposium, ETS 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Estimation of Forest Aboveground Biomass from Derivatives of Vegetation-Structure Profiles
Treuhaft, R., Cushman, K. C., Hensley, S., Pinto, N., Stocker, O., Hawkins, B., Lavalle, M. & Chen, R., 2024, IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2442-2445 4 p. (International Geoscience and Remote Sensing Symposium (IGARSS)).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Fragile Earth: Generative and Foundational Models for Sustainable Development
Eftelioglu, E., Dilkina, B., Abe, N., Kannan, R., Chen, Y., Gel, Y. R., Buckingham, K., Ganguly, A., Hodson, J. & Mao, J., Aug 25 2024, KDD 2024 - Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 6710-6711 2 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Increasing Data Access in Multi-Sensor Airborne Campaigns: Lessons from BioSCape in South Africa
Cardoso, A. W., Brodrick, P. G., Wilson, A. M., Slingsby, J. A., Forbes, C. J., Thornton, M. & Hestir, E. L., 2024, IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2898-2901 4 p. (International Geoscience and Remote Sensing Symposium (IGARSS)).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Preparing an on-Demand Cloud Processing Workflow for NISAR Ecosystems Science Products
Christensen, A., Siqueira, P., Chapman, B., Kellndorfer, J., McDonald, K., Saatchi, S., Cushman, K. C., Downs, B., Parra, A. & Ramachandran, N., 2024, IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6635-6637 3 p. (International Geoscience and Remote Sensing Symposium (IGARSS)).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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The NASA ISRO SAR (NISAR) Mission - Validation of Science Measurement Requirements
Chapman, B., Anconitano, G., Borsa, A., Christensen, A., Cushman, K. C., Das, A., Donnellan, A., Downs, B., Fielding, E., Holt, B., Joughin, I., Kellndorfer, J., Kim, S., McDonald, K., Meyer, F. J., Oliver-Cabrera, T., Parra, A., Patnai, C., Peacock, A. M. & Pinto, N. & 10 others, , 2024, IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6623-6627 5 p. (International Geoscience and Remote Sensing Symposium (IGARSS)).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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2023
Analysis of Convective Temperature Overturns near the East Rincon Hills Fault Zone using Semi-Analytical Models
Person, M., Stone, W. D., Horne, M., Witcher, J., Kelley, S., Lucero, D., Gomez-Velez, J. & Gonzalez-Duque, D., 2023, Using the Earth to Save the Earth - 2023 Geothermal Rising Conference. Geothermal Resources Council, p. 3093-3117 25 p. (Transactions - Geothermal Resources Council; vol. 47).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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CORE: Comparable, Open, Reliable, Extensible Software: An Experience Report of Four Flux Balance Analysis Tools
Marsh, A. L., Cohen, M. B. & Cottingham, R. W., Sep 3 2023, ACM-BCB 2023 - 14th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics. Association for Computing Machinery, Inc, 66. (ACM-BCB 2023 - 14th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Data-Driven Whole-Genome Clustering to Detect Geospatial, Temporal, and Functional Trends in SARS-CoV-2 Evolution
Merlet, J., Lagergren, J., Melesse Vergara, V., Cashman, M., Bradburne, C., Plowright, R., Gurley, E., Joubert, W. & Jacobson, D., Jun 26 2023, Proceedings of the Platform for Advanced Scientific Computing Conference, PASC 2023. Association for Computing Machinery, Inc, (Proceedings of the Platform for Advanced Scientific Computing Conference, PASC 2023).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Developing Ultrahigh-Resolution E3SM Land Model for GPU Systems
Schwartz, P., Wang, D., Yuan, F. & Thornton, P., 2023, Computational Science and Its Applications – ICCSA 2023 - 23rd International Conference, Proceedings. Gervasi, O., Murgante, B., Taniar, D., Apduhan, B. O., Braga, A. C., Garau, C. & Stratigea, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 277-290 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13956 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access1 Scopus citations -
Fragile Earth: AI for Climate Sustainability - From Wildfire Disaster Management to Public Health and beyond
Abe, N., Buckingham, K., Chen, Y., Dilkina, B., Eftelioglu, E., Ganguly, A. R., Gel, Y. R., Hodson, J., Kannan, R., Lee, H., Mao, J. & Yu, R., Aug 6 2023, KDD 2023 - Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 5845-5846 2 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Frontier: Exploring Exascale The System Architecture of the First Exascale Supercomputer
Atchley, S., Zimmer, C., Lange, J. R., Bernholdt, D. E., Melesse Vergara, V. G., Beck, T., Brim, M. J., Budiardja, R., Chandrasekaran, S., Eisenbach, M., Evans, T., Ezell, M., Frontiere, N., Georgiadou, A., Glenski, J., Grete, P., Hamilton, S., Holmen, J., Huebl, A. & Jacobson, D. & 13 others, , 2023, SC 2023 - International Conference for High Performance Computing, Networking, Storage and Analysis. IEEE Computer Society, (International Conference for High Performance Computing, Networking, Storage and Analysis, SC).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access4 Scopus citations -
Frontier: Exploring Exascale the System Architecture of the First Exascale Supercomputer
Atchley, S., Zimmer, C., Lange, J., Bernholdt, D., Melesse Vergara, V., Beck, T., Brim, M., Budiardja, R., Chandrasekaran, S., Eisenbach, M., Evans, T., Ezell, M., Frontiere, N., Georgiadou, A., Glenski, J., Grete, P., Hamilton, S., Holmen, J., Huebl, A. & Jacobson, D. & 13 others, , Nov 12 2023, Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, SC 2023. Association for Computing Machinery, Inc, 52. (Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, SC 2023).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access8 Scopus citations -
Longitudinal Effects on Plant Species Involved in Agriculture and Pandemic Emergence Undergoing Changes in Abiotic Stress
Cashman, M., Vergara, V. G. M., Lagergren, J., Lane, M., Merlet, J., Atkinson, M., Streich, J., Bradburne, C., Plowright, R., Joubert, W. & Jacobson, D., Jun 26 2023, Proceedings of the Platform for Advanced Scientific Computing Conference, PASC 2023. Association for Computing Machinery, Inc, (Proceedings of the Platform for Advanced Scientific Computing Conference, PASC 2023).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Multiobjective Hyperparameter Optimization for Deep Learning Interatomic Potential Training Using NSGA-II
Coletti, M., Sedova, A., Chahal, R., Gibson, L., Roy, S. & Bryantsev, V., Aug 7 2023, 52nd International Conference on Parallel Processing, ICPP 2023 - Workshops Proceedings. Association for Computing Machinery, p. 172-179 8 p. (ACM International Conference Proceeding Series).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Predicting COVID-19 Severity Using a Cut-and-Solve Feature Selection Approach
Smith, K., Chan, M., Brandenburg, J., Jones, K. A., Campagna, S. R., Garvin, M., Templeton, A. R., Jacobson, D., Cruchaga, C. & Climer, S., 2023, Proceedings - 2023 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023. Jiang, X., Wang, H., Alhajj, R., Hu, X., Engel, F., Mahmud, M., Pisanti, N., Cui, X. & Song, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 3370-3375 6 p. (Proceedings - 2023 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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2022
Developing an ELM Ecosystem Dynamics Model on GPU with OpenACC
Schwartz, P., Wang, D., Yuan, F. & Thornton, P., 2022, Computational Science - ICCS 2022, 22nd International Conference, Proceedings. Groen, D., de Mulatier, C., Krzhizhanovskaya, V. V., Sloot, P. M. A., Paszynski, M. & Dongarra, J. J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 291-303 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13351 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
3 Scopus citations -
Earthdata Pub: An Enterprise-Wide Solution to Submit Data to NASA's Distributed Active Archive Centers
Ellingson, B., Campos, E., Ellett, W., Wright, T., Wright, D., Broughton, K., Walker, T., Maskey, M. & Stano, G., 2022, IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium. Institute of Electrical and Electronics Engineers Inc., p. 4027-4029 3 p. (International Geoscience and Remote Sensing Symposium (IGARSS); vol. 2022-July).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Improving net ecosystem CO2flux prediction using memory-based interpretable machine learning
Liu, S., Lu, D., Ricciuto, D. & Walker, A., 2022, Proceedings - 22nd IEEE International Conference on Data Mining Workshops, ICDMW 2022. Candan, K. S., Dinh, T. N., Thai, M. T. & Washio, T. (eds.). IEEE Computer Society, p. 1111-1119 9 p. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 2022-November).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access3 Scopus citations -
Portability for GPU-accelerated molecular docking applications for cloud and HPC: can portable compiler directives provide performance across all platforms?
Thavappiragasam, M., Elwasif, W. & Sedova, A., 2022, Proceedings - 22nd IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing, CCGrid 2022. Fazio, M., Panda, D. K., Prodan, R., Cardellini, V., Kantarci, B., Rana, O. & Villari, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 975-984 10 p. (Proceedings - 22nd IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing, CCGrid 2022).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access2 Scopus citations -
Running Ensemble Workflows at Extreme Scale: Lessons Learned and Path Forward
Mehta, K., Cliff, A., Suter, F., Walker, A. M., Wolf, M., Jacobson, D. & Klasky, S., 2022, Proceedings - 2022 IEEE 18th International Conference on e-Science, eScience 2022. Institute of Electrical and Electronics Engineers Inc., p. 284-294 11 p. (Proceedings - 2022 IEEE 18th International Conference on e-Science, eScience 2022).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access3 Scopus citations -
SPEL: Software tool for Porting E3SM Land Model with OpenACC in a Function Unit Test Framework
Schwartz, P., Wang, D., Yuan, F. & Thornton, P., 2022, Proceedings of WACCPD 2022: 9th Workshop on Accelerator Programming Using Directives, Held in conjunction with SC 2022: The International Conference for High Performance Computing, Networking, Storage and Analysis. Institute of Electrical and Electronics Engineers Inc., p. 43-51 9 p. (Proceedings of WACCPD 2022: 9th Workshop on Accelerator Programming Using Directives, Held in conjunction with SC 2022: The International Conference for High Performance Computing, Networking, Storage and Analysis).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access4 Scopus citations -
Using Image Processing Techniques to Identify and Quantify Spatiotemporal Carbon Cycle Extremes
Sharma, B., Kumar, J., Ganguly, A. R. & Hoffman, F. M., 2022, Proceedings - 22nd IEEE International Conference on Data Mining Workshops, ICDMW 2022. Candan, K. S., Dinh, T. N., Thai, M. T. & Washio, T. (eds.). IEEE Computer Society, p. 1136-1143 8 p. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 2022-November).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access1 Scopus citations -
2021
Additive manufacturing of power poles using bamboo-polymer composites: A quick solution for power grid restoration
Tekinalp, H. L., Post, B., Roschli, A., Wang, P., Atkins, C., Zhao, X., Smith, T., Potvin, J. C., Rogers, B. E., Love, L., Peter, W. & Ozcan, S., 2021, Composites and Advanced Materials Expo, CAMX 2021. The Composites and Advanced Materials Expo (CAMX), p. 1129-1143 15 p. (Composites and Advanced Materials Expo, CAMX 2021).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Addressing Load Imbalance in Bioinformatics and Biomedical Applications: Efficient Scheduling across Multiple GPUs
Thavappiragasam, M., Kale, V., Hernandez, O. & Sedova, A., 2021, Proceedings - 2021 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021. Huang, Y., Kurgan, L., Luo, F., Hu, X. T., Chen, Y., Dougherty, E., Kloczkowski, A. & Li, Y. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1992-1999 8 p. (Proceedings - 2021 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access6 Scopus citations -
Automated integration of continental-scale observations in near-real time for simulation and analysis of biosphere-atmosphere interactions
Durden, D. J., Metzger, S., Chu, H., Collier, N., Davis, K. J., Desai, A. R., Kumar, J., Wieder, W. R., Xu, M. & Hoffman, F. M., 2021, Driving Scientific and Engineering Discoveries Through the Convergence of HPC, Big Data and AI - 17th Smoky Mountains Computational Sciences and Engineering Conference, SMC 2020, Revised Selected Papers. Nichols, J., Maccabe, A. ‘., Parete-Koon, S., Verastegui, B., Hernandez, O. & Ahearn, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 204-225 22 p. (Communications in Computer and Information Science; vol. 1315 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
3 Scopus citations -
Comprehension of Spatial Constraints by Neural Logic Learning from a Single RGB-D Scan
Yan, F., Wang, D. & He, H., 2021, IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2021. Institute of Electrical and Electronics Engineers Inc., p. 9008-9013 6 p. (IEEE International Conference on Intelligent Robots and Systems).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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ENGINEERED HABITATS FOR IN SITU CHEMICAL MONITORING AND VISUALIZATION OF POPULUS ROOT DEVELOPMENT
Khalid, M., Aufrecht, J., Morrell-Falvey, J., Bible, A. N., Jawdy, S., Cahill, J. F., Walton, C., Kertesz, V., Doktycz, M. J. & Retterer, S. T., 2021, MicroTAS 2021 - 25th International Conference on Miniaturized Systems for Chemistry and Life Sciences. Chemical and Biological Microsystems Society, p. 375-376 2 p. (MicroTAS 2021 - 25th International Conference on Miniaturized Systems for Chemistry and Life Sciences).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Fair interfaces for geospatial scientific data searches
Devarakonda, R., Guntupally, K., Thornton, M., Wei, Y., Singh, D. & Lunga, D., Nov 2 2021, Proceedings of the 1st ACM SIGSPATIAL International Workshop on Searching and Mining Large Collections of Geospatial Data, GeoSearch 2021. Cavallaro, G., Heras, D. B., Lunga, D., Werner, M. & Zufle, A. (eds.). Association for Computing Machinery, Inc, p. 1-4 4 p. (Proceedings of the 1st ACM SIGSPATIAL International Workshop on Searching and Mining Large Collections of Geospatial Data, GeoSearch 2021).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access2 Scopus citations -
Modeling protein structures from predicted contacts with modern molecular dynamics potentials: Accuracy, sensitivity, and refinement
Davidson, R. B., Thavappiragasam, M., Effler, T. C., Woods, J., Elias, D. A., Parks, J. M. & Sedova, A., Jan 18 2021, Proceedings of the 12th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics, BCB 2021. Association for Computing Machinery, Inc, (Proceedings of the 12th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics, BCB 2021).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access1 Scopus citations -
Reusability First: Toward FAIR Workflows
Wolf, M., Logan, J., Mehta, K., Jacobson, D., Cashman, M., Walker, A. M., Eisenhauer, G., Widener, P. & Cliff, A., 2021, Proceedings - 2021 IEEE International Conference on Cluster Computing, Cluster 2021. Institute of Electrical and Electronics Engineers Inc., p. 444-455 12 p. (Proceedings - IEEE International Conference on Cluster Computing, ICCC; vol. 2021-September).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access12 Scopus citations -
2020
Automated Indexing of Structured Scientific Metadata Using Apache Solr
Guntupally, K., Dumas, K., Darnell, W., Crow, M., Devarakonda, R. & Giri, P., Dec 10 2020, Proceedings - 2020 IEEE International Conference on Big Data, Big Data 2020. Wu, X., Jermaine, C., Xiong, L., Hu, X. T., Kotevska, O., Lu, S., Xu, W., Aluru, S., Zhai, C., Al-Masri, E., Chen, Z. & Saltz, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 5685-5687 3 p. 9378448. (Proceedings - 2020 IEEE International Conference on Big Data, Big Data 2020).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access3 Scopus citations -
Clustering-Based Predictive Analytics to Improve Scientific Data Discovery
Devarakonda, R., Kumar, J. & Prakash, G., Dec 10 2020, Proceedings - 2020 IEEE International Conference on Big Data, Big Data 2020. Wu, X., Jermaine, C., Xiong, L., Hu, X. T., Kotevska, O., Lu, S., Xu, W., Aluru, S., Zhai, C., Al-Masri, E., Chen, Z. & Saltz, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 5658-5661 4 p. 9377797. (Proceedings - 2020 IEEE International Conference on Big Data, Big Data 2020).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access1 Scopus citations -
Efficient Distance-based Global Sensitivity Analysis for Terrestrial Ecosystem Modeling
Lu, D. & Ricciuto, D., Nov 2020, Proceedings - 20th IEEE International Conference on Data Mining Workshops, ICDMW 2020. Di Fatta, G., Sheng, V., Cuzzocrea, A., Zaniolo, C. & Wu, X. (eds.). IEEE Computer Society, p. 324-332 9 p. 9346378. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 2020-November).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access2 Scopus citations -
Extreme Phenotype Sampling Improves LASSO and Random Forest Marker Selection for Complex Traits
John, C., Muchero, W. & Emrich, S., Dec 16 2020, Proceedings - 2020 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020. Park, T., Cho, Y.-R., Hu, X. T., Yoo, I., Woo, H. G., Wang, J., Facelli, J., Nam, S. & Kang, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2771-2778 8 p. 9313524. (Proceedings - 2020 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations -
GPU-Accelerated Drug Discovery with Docking on the Summit Supercomputer: Porting, Optimization, and Application to COVID-19 Research
Legrand, S., Scheinberg, A., Tillack, A. F., Thavappiragasam, M., Vermaas, J. V., Agarwal, R., Larkin, J., Poole, D., Santos-Martins, D., Solis-Vasquez, L., Koch, A., Forli, S., Hernandez, O., Smith, J. C. & Sedova, A., Sep 21 2020, Proceedings of the 11th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, BCB 2020. Association for Computing Machinery, Inc, (Proceedings of the 11th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, BCB 2020).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access51 Scopus citations -
Nth plant vs. Nth supply: Feedstock costs and supply uncertainty as function of number of biorefineries
Langholtz, M., Hartley, D., Samu, N., Jones, D., Brandt, C., Davis, M., Hilliard, M., Hellwinckel, C., Webb, E., Daly, C. & Halbleib, M., 2020, 2020 Virtual AIChE Annual Meeting. American Institute of Chemical Engineers, (AIChE Annual Meeting, Conference Proceedings; vol. 2020-November).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Performance Evaluation of a Two-Dimensional Flood Model on Heterogeneous High-Performance Computing Architectures
Sharif, M. B., Ghafoor, S. K., Hines, T. M., Morales-Hernändez, M., Evans, K. J., Kao, S. C., Kalyanapu, A. J., Dullo, T. T. & Gangrade, S., Jun 29 2020, Proceedings of the Platform for Advanced Scientific Computing Conference, PASC 2020. Association for Computing Machinery, (Proceedings of the Platform for Advanced Scientific Computing Conference, PASC 2020).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access10 Scopus citations -
Performance Portability of Molecular Docking Miniapp on Leadership Computing Platforms
Thavappiragasam, M., Scheinberg, A., Elwasif, W., Hernandez, O. & Sedova, A., Nov 2020, Proceedings of P3HPC 2020: International Workshop on Performance, Portability, and Productivity in HPC, Held in conjunction with SC 2020: The International Conference for High Performance Computing, Networking, Storage and Analysis. Institute of Electrical and Electronics Engineers Inc., p. 36-44 9 p. 9309044. (Proceedings of P3HPC 2020: International Workshop on Performance, Portability, and Productivity in HPC, Held in conjunction with SC 2020: The International Conference for High Performance Computing, Networking, Storage and Analysis).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access7 Scopus citations -
Self-priming, vacuum-sealed “ready-to-use” microfluidics
Millet, L. J., Aufrecht, J., Labbé, J., Doktycz, M. J. & Retterer, S. T., 2020, 21st International Conference on Miniaturized Systems for Chemistry and Life Sciences, MicroTAS 2017. Chemical and Biological Microsystems Society, p. 1473-1474 2 p. (21st International Conference on Miniaturized Systems for Chemistry and Life Sciences, MicroTAS 2017).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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2019
An efficient Bayesian method for advancing the application of deep learning in earth science
Lu, D., Liu, S. & Ricciuto, D., Nov 2019, Proceedings - 19th IEEE International Conference on Data Mining Workshops, ICDMW 2019. Papapetrou, P., Cheng, X. & He, Q. (eds.). IEEE Computer Society, p. 270-278 9 p. 8955573. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 2019-November).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access5 Scopus citations -
Big Federal Data Centers Implementing FAIR Data Principles: ARM Data Center Example
Devarakonda, R., Prakash, G., Guntupally, K. & Kumar, J., Dec 2019, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019. Baru, C., Huan, J., Khan, L., Hu, X. T., Ak, R., Tian, Y., Barga, R., Zaniolo, C., Lee, K. & Ye, Y. F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 6033-6036 4 p. 9006051. (Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access9 Scopus citations -
Convolutional neural networks for hydrometeor classification using dual polarization doppler radars
Lu, Y. & Kumar, J., Nov 2019, Proceedings - 19th IEEE International Conference on Data Mining Workshops, ICDMW 2019. Papapetrou, P., Cheng, X. & He, Q. (eds.). IEEE Computer Society, p. 288-295 8 p. 8955644. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 2019-November).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access9 Scopus citations -
Deep transfer learning with field-based measurements for large area classification
Langford, Z. L., Kumar, J. & Hoffman, F. M., Nov 2019, Proceedings - 19th IEEE International Conference on Data Mining Workshops, ICDMW 2019. Papapetrou, P., Cheng, X. & He, Q. (eds.). IEEE Computer Society, p. 262-269 8 p. 8955556. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 2019-November).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Development of a bioenergy sustainability tradeoffs assessment resource (BioSTAR)
Parish, E., Kline, K., Hilliard, M. & Efroymson, R., 2019, Bioenergy Sustainability Conference 2019. AIChE, p. 17-18 2 p. (Bioenergy Sustainability Conference 2019).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Environmental supply curves highlight relationship between environmental indicators, cost, and biomass for energy in national-scale assessment
Efroymson, R., Langholtz, M., Hilliard, M. & Henriette, J., 2019, Bioenergy Sustainability Conference 2019. AIChE, p. 3-4 2 p. (Bioenergy Sustainability Conference 2019).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Evaluating carbon extremes in a coupled climate-carbon cycle simulation
Xu, M., Mahajan, S., Hoffman, F. M. & Shi, X., Nov 2019, Proceedings - 19th IEEE International Conference on Data Mining Workshops, ICDMW 2019. Papapetrou, P., Cheng, X. & He, Q. (eds.). IEEE Computer Society, p. 303-310 8 p. 8955642. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 2019-November).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access2 Scopus citations -
Exploring the Use of Novel Programming Models in Land Surface Models
Coon, E. T., Elwasif, W. R., Pillai, H., Thornton, P. E. & Painter, S. L., Nov 2019, Proceedings of PAW-ATM 2019: Parallel Applications Workshop, Alternatives to MPI+X, Held in conjunction with SC 2019: The International Conference for High Performance Computing, Networking, Storage and Analysis. Institute of Electrical and Electronics Engineers Inc., p. 1-10 10 p. 9062726. (Proceedings of PAW-ATM 2019: Parallel Applications Workshop, Alternatives to MPI+X, Held in conjunction with SC 2019: The International Conference for High Performance Computing, Networking, Storage and Analysis).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access1 Scopus citations -
Highly Interactive, Steered Scientific Workflows on HPC Systems: Optimizing Design Solutions
Ossyra, J. R., Sedova, A., Baker, M. B. & Smith, J. C., 2019, High Performance Computing - ISC High Performance 2019 International Workshops, Revised Selected Papers. Weiland, M., Juckeland, G., Alam, S. & Jagode, H. (eds.). Springer, p. 514-527 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11887 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Learning-based inversion-free model-data integration to advance ecosystem model prediction
Lu, D. & Ricciuto, D., Nov 2019, Proceedings - 19th IEEE International Conference on Data Mining Workshops, ICDMW 2019. Papapetrou, P., Cheng, X. & He, Q. (eds.). IEEE Computer Society, p. 279-287 9 p. 8955590. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 2019-November).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access3 Scopus citations