Fred Torres-Cruz

AgroYachay: An open-source IoT and large-language-model platform supporting agronomic and economic decision-making for Andean smallholders

Metadata release accompanying the SoftwareX submission. Changed Author affiliations synced with the manuscript, as confirmed by the authors: Fred Torres-Cruz — Doctoral Program in Sustainable Agriculture, UNALM Eduardo Fuentes-Navarro — Faculty of Animal Science, UNALM UNAP department spelled out; corresponding author...

CITAE: A Passage-Verifiable Retrieval-Augmented Generation Platform for Researchers and Thesis Writers

CITAE is an open-source web application that integrates the complete scientific-literature workflow—discovery, read- ing, verification, organisation and citation—into a single system, and makes AI grounding visible to the user rather than hidden inside the model.

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

This work analyzes 7.3 million completed jobs from the NREL Eagle supercomputer and finds that the problem is far worse than previously reported: median time-limit utilization is just 6.7%, with users consuming a median of 10.6 minutes against 4-hour requests.

Physics-informed ensemble learning for exoplanet transit detection: Combining box least squares, attention-based CNNs, and gradient boosting