Global water scarcity affects over 57% of the world’s population, with industrial effluents discharging more than 200,000 tons of synthetic dyes and substantial heavy metal quantities annually. Conventional treatment methods remain energy-intensive and generate secondary toxic sludge, necessitating sustainable alternat...
S. Rojas-Flores, Moises Gallozzo-Cardenas, Santiago M. Benites et al.· Polymers· 0 citations
The global plastic crisis, driven by 367 million tons of annual production and persistent environmental contamination, has intensified research into biobased compounds as sustainable alternatives. However, significant gaps remain in understanding the scientific landscape, research priorities, and industrial scalability...
S. Rojas-Flores, A. Alviz-Meza, Á. González-Delgado· Molecules· 0 citations
Agentic artificial intelligence is gaining significance in chemical engineering. Many process decisions involve coordinated actions rather than isolated predictions. These decisions are constrained by physical limitations, uncertain measurements, safety protocols, and human supervision. This PRISMA-guided systematic re...
A. Alviz-Meza, Alejandro Valencia-Arías, S. Rojas-Flores et al.· Processes· 0 citations
This review establishes AI agent workflow orchestration as a distinct analytical category within materials discovery and identifies the reporting, validation, and reproducibility conditions required for these systems to function as credible scientific infrastructure rather than as conversational demonstrations.
A. Alviz-Meza, Alejandro Valencia-Arías, S. Rojas-Flores et al.· International Conference on...· 0 citations
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