Prediction of geological composition using recurrent neural networks and shield tunnel boring machine data
Pourhomayoun, Mohammad, Mazari, Mehran, Fisher, Luis, Nagrecha, Kabir, Rodriguez-Nikl, Tonatiuh, Mooney, Michael, Alavi, Ehsan
Published in Civil engineering and environmental systems (02.10.2023)
Published in Civil engineering and environmental systems (02.10.2023)
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Journal Article
PM2.5 Air Pollution Prediction through Deep Learning Using Multisource Meteorological, Wildfire, and Heat Data
Muthukumar, Pratyush, Nagrecha, Kabir, Comer, Dawn, Calvert, Chisato Fukuda, Amini, Navid, Holm, Jeanne, Pourhomayoun, Mohammad
Published in Atmosphere (01.05.2022)
Published in Atmosphere (01.05.2022)
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Journal Article
Systems for Parallel and Distributed Large-Model Deep Learning Training
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Paper
Journal Article
Saturn: An Optimized Data System for Large Model Deep Learning Workloads
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Paper
Journal Article
InTune: Reinforcement Learning-based Data Pipeline Optimization for Deep Recommendation Models
Kabir Nagrecha, Liu, Lingyi, Delgado, Pablo, Padmanabhan, Prasanna
Published in arXiv.org (13.08.2023)
Published in arXiv.org (13.08.2023)
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Paper
Journal Article
Predicting Atmospheric Air Pollution: A Convolutional- Transformer Approach for Spatial and Temporal Analysis of PM2.5
Kalra, Janmesh, Muthukumar, Pratyush, Pathak, Shaurya, Nagrecha, Kabir, Hosseini, Hirad, Comer, Dawn, Amini, Navid, Holm, Jeanne, Pourhomayoun, Mohammad
Published in 2023 Congress in Computer Science, Computer Engineering, & Applied Computing (CSCE) (24.07.2023)
Published in 2023 Congress in Computer Science, Computer Engineering, & Applied Computing (CSCE) (24.07.2023)
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Conference Proceeding
Multi-Pollutant Ground-level Air Pollution Prediction through Deep MeteoGCN-ConvLSTM
Muthukumar, Pratyush, Pathak, Shaurya, Nagrecha, Kabir, Hosseini, Hirad, Comer, Dawn, Amini, Navid, Holm, Jeanne, Pourhomayoun, Mohammad
Published in 2022 International Conference on Computational Science and Computational Intelligence (CSCI) (01.12.2022)
Published in 2022 International Conference on Computational Science and Computational Intelligence (CSCI) (01.12.2022)
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Conference Proceeding
Gradient-based Algorithms for Machine Teaching
Wang, Pei, Nagrecha, Kabir, Vasconcelos, Nuno
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2021)
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2021)
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Conference Proceeding
As-Encountered Prediction of Tunnel Boring Machine Performance Parameters using Recurrent Neural Networks
Nagrecha, Kabir, Fisher, Luis, Mooney, Michael, Rodriguez-Nikl, Tonatiuh, Mazari, Mehran, Pourhomayoun, Mohammad
Published in Transportation research record (01.10.2020)
Published in Transportation research record (01.10.2020)
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Journal Article
Predicting PM2.5 atmospheric air pollution using deep learning with meteorological data and ground-based observations and remote-sensing satellite big data
Muthukumar, Pratyush, Cocom, Emmanuel, Nagrecha, Kabir, Comer, Dawn, Burga, Irene, Taub, Jeremy, Calvert, Chisato Fukuda, Holm, Jeanne, Pourhomayoun, Mohammad
Published in Air quality, atmosphere and health (01.07.2022)
Published in Air quality, atmosphere and health (01.07.2022)
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Journal Article
Sensor-Based Air Pollution Prediction Using Deep CNN-LSTM
Nagrecha, Kabir, Muthukumar, Pratyush, Cocom, Emmanuel, Holm, Jeanne, Comer, Dawn, Burga, Irene, Pourhomayoun, Mohammad
Published in 2020 International Conference on Computational Science and Computational Intelligence (CSCI) (01.12.2020)
Published in 2020 International Conference on Computational Science and Computational Intelligence (CSCI) (01.12.2020)
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Conference Proceeding
Satellite Image Atmospheric Air Pollution Prediction through Meteorological Graph Convolutional Network with Deep Convolutional LSTM
Muthukumar, Pratyush, Cocom, Emmanuel, Nagrecha, Kabir, Holm, Jeanne, Comer, Dawn, Lyons, Anthony, Burga, Irene, Calvert, Chisato Fukuda, Pourhomayoun, Mohammad
Published in 2020 International Conference on Computational Science and Computational Intelligence (CSCI) (01.12.2020)
Published in 2020 International Conference on Computational Science and Computational Intelligence (CSCI) (01.12.2020)
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Conference Proceeding