Mapping the Convergence of Frontier Technologies for Major Environmental Challenges: A Chemical and Molecular Perspective on the Use of AI for Climate Action and Antimicrobial Resistance

Segundo Jonathan Rojas-Flores; Rafael Liza; Renny Nazario-Naveda; Félix Díaz; Daniel Delfin-Narciso; Moisés Gallozzo Cardenas; Luis Cabanillas-Chirinos

doi:10.3390/molecules31101571

Mapping the Convergence of Frontier Technologies for Major Environmental Challenges: A Chemical and Molecular Perspective on the Use of AI for Climate Action and Antimicrobial Resistance

Segundo Jonathan Rojas-Flores
, Rafael Liza
, Renny Nazario-Naveda
, Félix Díaz
, Daniel Delfin-Narciso
, Moisés Gallozzo Cardenas
, Luis Cabanillas-Chirinos

Research output: Contribution to journal › Review article › peer-review

Original language	English
Article number	1571
Journal	Molecules
Volume	31
Issue number	10
DOIs	https://doi.org/10.3390/molecules31101571
State	Published - 1 May 2026

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 2 Zero Hunger
SDG 13 Climate Action

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10.3390/molecules31101571

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Rojas-Flores, S. J., Liza, R., Nazario-Naveda, R., Díaz, F., Delfin-Narciso, D., Cardenas, M. G., & Cabanillas-Chirinos, L. (2026). Mapping the Convergence of Frontier Technologies for Major Environmental Challenges: A Chemical and Molecular Perspective on the Use of AI for Climate Action and Antimicrobial Resistance. Molecules, 31(10), Article 1571. https://doi.org/10.3390/molecules31101571

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title = "Mapping the Convergence of Frontier Technologies for Major Environmental Challenges: A Chemical and Molecular Perspective on the Use of AI for Climate Action and Antimicrobial Resistance",

keywords = "antimicrobial resistance, artificial intelligence, climate change, metagenomics",

author = "Rojas-Flores, \{Segundo Jonathan\} and Rafael Liza and Renny Nazario-Naveda and F{\'e}lix D{\'i}az and Daniel Delfin-Narciso and Cardenas, \{Mois{\'e}s Gallozzo\} and Luis Cabanillas-Chirinos",

note = "Publisher Copyright: {\textcopyright} 2026 by the authors.",

year = "2026",

month = may,

day = "1",

doi = "10.3390/molecules31101571",

language = "English",

volume = "31",

journal = "Molecules",

issn = "1420-3049",

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Rojas-Flores, SJ, Liza, R, Nazario-Naveda, R, Díaz, F, Delfin-Narciso, D, Cardenas, MG & Cabanillas-Chirinos, L 2026, 'Mapping the Convergence of Frontier Technologies for Major Environmental Challenges: A Chemical and Molecular Perspective on the Use of AI for Climate Action and Antimicrobial Resistance', Molecules, vol. 31, no. 10, 1571. https://doi.org/10.3390/molecules31101571

Mapping the Convergence of Frontier Technologies for Major Environmental Challenges: A Chemical and Molecular Perspective on the Use of AI for Climate Action and Antimicrobial Resistance. / Rojas-Flores, Segundo Jonathan; Liza, Rafael; Nazario-Naveda, Renny et al.
In: Molecules, Vol. 31, No. 10, 1571, 01.05.2026.

Research output: Contribution to journal › Review article › peer-review

TY - JOUR

T1 - Mapping the Convergence of Frontier Technologies for Major Environmental Challenges

T2 - A Chemical and Molecular Perspective on the Use of AI for Climate Action and Antimicrobial Resistance

AU - Rojas-Flores, Segundo Jonathan

AU - Liza, Rafael

AU - Nazario-Naveda, Renny

AU - Díaz, Félix

AU - Delfin-Narciso, Daniel

AU - Cardenas, Moisés Gallozzo

AU - Cabanillas-Chirinos, Luis

PY - 2026/5/1

Y1 - 2026/5/1

KW - antimicrobial resistance

KW - artificial intelligence

KW - climate change

KW - metagenomics

UR - https://www.scopus.com/pages/publications/105040132882

U2 - 10.3390/molecules31101571

DO - 10.3390/molecules31101571

M3 - Review article

C2 - 42197123

AN - SCOPUS:105040132882

SN - 1420-3049

VL - 31

JO - Molecules

JF - Molecules

IS - 10

M1 - 1571

ER -

Mapping the Convergence of Frontier Technologies for Major Environmental Challenges: A Chemical and Molecular Perspective on the Use of AI for Climate Action and Antimicrobial Resistance

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