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Journal Articles
- 2021
[j2]Jonathan N. Basalyga
, Carlos A. Barajas, Matthias K. Gobbert, Jianwu Wang:
Performance Benchmarking of Parallel Hyperparameter Tuning for Deep Learning Based Tornado Predictions. Big Data Res. 25: 100212 (2021)- 2020
- [j1]Carlos Barajas, Domitilla Del Vecchio:
Effects of spatial heterogeneity on bacterial genetic circuits. PLoS Comput. Biol. 16(9) (2020)
Conference and Workshop Papers
- 2024
- [c9]Carlos Barajas, Gianoberto Giampieri, Stefano Sabatini, Nicola Poerio:
Addressing Mode Collapse in Trajectory Prediction: A Maneuver-Oriented Metric and Approach. IV 2024: 3363-3370 - 2023
- [c8]Ruth Obe, Brandt Kaufmann, Kaelen Baird, Sam Kadel, Yasmin Soltani, Mostafa Cham, Matthias K. Gobbert, Carlos A. Barajas, Zhuoran Jiang, Vijay R. Sharma, Lei Ren, Stephen W. Peterson, Jerimy C. Polf:
Accelerating Real-Time Imaging for Radiotherapy: Leveraging Multi-GPU Training with PyTorch. ICMLA 2023: 1727-1734 - 2022
- [c7]Joseph Clark, Anaise Gaillard, Justin Koe, Nithya Navarathna, Daniel J. Kelly, Matthias K. Gobbert, Carlos A. Barajas, Jerimy C. Polf:
Multi-Layer Recurrent Neural Networks for the Classification of Compton Camera Based Imaging Data for Proton Beam Cancer Treatment. BDCAT 2022: 213-222 - 2021
- [c6]Sokhna A. York, Alina M. Ali, David C. Lashbrooke, Rodrigo Yepez-Lopez, Carlos A. Barajas, Matthias K. Gobbert, Jerimy C. Polf:
Promising Hyperparameter Configurations for Deep Fully Connected Neural Networks to Improve Image Reconstruction in Proton Radiotherapy. IEEE BigData 2021: 5648-5657 - [c5]Carlos A. Barajas, Gerson C. Kroiz, Matthias K. Gobbert, Jerimy C. Polf:
Classification of Compton Camera Based Prompt Gamma Imaging for Proton Radiotherapy by Random Forests. CSCI 2021: 308-311 - 2019
- [c4]Carlos Barajas, Domitilla Del Vecchio:
Genetic Circuit-Host Ribosome Transactions: Diffusion-Reaction Model. ACC 2019: 1533-1540 - [c3]Carlos A. Barajas, Matthias K. Gobbert, Jianwu Wang:
Performance Benchmarking of Data Augmentation and Deep Learning for Tornado Prediction. IEEE BigData 2019: 3607-3615 - 2018
- [c2]Carlos Barajas, Pei Guo, Lipi Mukherjee, Susan Hoban, Jianwu Wang, Daeho Jin, Aryya Gangopadhyay, Matthias K. Gobbert:
Benchmarking Parallel K-Means Cloud Type Clustering from Satellite Data. Bench 2018: 248-260 - [c1]James Della-Giustina, Carlos Barajas, Matthias K. Gobbert, Dennis S. Mackin, Jerimy Polf:
Hybrid MPI+OpenMP parallelization of image reconstruction in proton beam therapy on multi-core and many-core processors. SpringSim (HPC) 2018: 11:1-11:11
Coauthor Index
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