Carlos Barajas

Orcid: 0000-0002-7980-1454

According to our database1, Carlos Barajas authored at least 11 papers between 2018 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Addressing Mode Collapse in Trajectory Prediction: A Maneuver-Oriented Metric and Approach.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2024

2023
Accelerating Real-Time Imaging for Radiotherapy: Leveraging Multi-GPU Training with PyTorch.
Proceedings of the International Conference on Machine Learning and Applications, 2023

2022
Multi-Layer Recurrent Neural Networks for the Classification of Compton Camera Based Imaging Data for Proton Beam Cancer Treatment.
Proceedings of the IEEE/ACM International Conference on Big Data Computing, 2022

2021
Performance Benchmarking of Parallel Hyperparameter Tuning for Deep Learning Based Tornado Predictions.
Big Data Res., 2021

Classification of Compton Camera Based Prompt Gamma Imaging for Proton Radiotherapy by Random Forests.
Proceedings of the International Conference on Computational Science and Computational Intelligence, 2021

Promising Hyperparameter Configurations for Deep Fully Connected Neural Networks to Improve Image Reconstruction in Proton Radiotherapy.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020
Effects of spatial heterogeneity on bacterial genetic circuits.
PLoS Comput. Biol., 2020

2019
Performance Benchmarking of Data Augmentation and Deep Learning for Tornado Prediction.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Genetic Circuit-Host Ribosome Transactions: Diffusion-Reaction Model.
Proceedings of the 2019 American Control Conference, 2019

2018
Hybrid MPI+OpenMP parallelization of image reconstruction in proton beam therapy on multi-core and many-core processors.
Proceedings of the High Performance Computing Symposium, 2018

Benchmarking Parallel K-Means Cloud Type Clustering from Satellite Data.
Proceedings of the Benchmarking, Measuring, and Optimizing, 2018


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