Ing. Fred Torres Cruz

Statistical and Computer Engineer, MSc in Systems Engineering and professor at FINESI. RENACYT researcher affiliated with the Computer Science Research Institute. Driving force and operations lead of LaCima, he leads internal training and acts as the link between students and the coordination.

Research lines

Publications

2026L2
Machine Learning-Based Runtime Prediction and Energy Optimization for HPC Job Scheduling Using the NREL Eagle Supercomputer Dataset
Informatica — An International Journal of Computing and Informatics (Slovenian Society Informatika)
2026L2
Physics-Informed Ensemble Learning for Exoplanet Transit Detection: Combining Box Least Squares, Attention-Based CNNs, and Gradient Boosting
Journal of Astrophysics and Astronomy (Springer / Indian Academy of Sciences)
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2025L2L4
Comparative Analysis of Statistical, Machine Learning, and Deep Learning Approaches for Frost Prediction in the Peruvian Altiplano
International Journal of Advanced Computer Science and Applications (IJACSA)
View publication ↗

Ing. Fred Torres Cruz

Research lines

Publications

Machine Learning-Based Runtime Prediction and Energy Optimization for HPC Job Scheduling Using the NREL Eagle Supercomputer Dataset

Physics-Informed Ensemble Learning for Exoplanet Transit Detection: Combining Box Least Squares, Attention-Based CNNs, and Gradient Boosting

Comparative Analysis of Statistical, Machine Learning, and Deep Learning Approaches for Frost Prediction in the Peruvian Altiplano