2025

• Galvez‐Aranda, D. E., Saravanan, S., & Franco, A. A. Human‐Centered Holographic Assistant using Computer Vision to Interact with Battery Manufacturing Machinery in a Predictive Manner., 2500292. Batteries & Supercaps
• Omongos, R. L., Galvez-Aranda, D. E., Fernandez, F., Vernes, A., & Franco, A. A. Digital correlation analysis and optimization of microporous layer through a machine learning workflow for PEMFC applications. 652, 237522. Journal of Power Sources
• Selis, L. A., Velazco-Lorenzo, D., Quillas, J., & Galvez-Aranda, D. E. Electronic Structure and Binding Characteristics of Ionic Liquid Ions on Li-Metal Surfaces Through a DFT Approach. 15(11), 928. Crystals 
• Galvez-Aranda, D. E., Fernandez, F., & Franco, A. A. Physics-Assisted Machine Learning for the Simulation of the Slurry Drying in the Manufacturing Process of Battery Electrodes: A Hybrid Time-Dependent VGG16-DEM Model, ACS Applied Materials & Interfaces
• Fernandez, F., Saravanan, S., Omongos, R. L., Troncoso, J. F., Galvez-Aranda, D. E., & Franco, A. A. Transfer learning assessment of small datasets relating manufacturing parameters with electrochemical energy cell component properties. 2(1), 14 NPJ Advanced Manufacturing

2024

• Liu D, Wu B, Xu Y, Ellis J, Baranovskiy A, Lu D, Lochala J, Anderson C, Baar K, Qu D, Yang J. Galvez-Aranda D. E., Jaime-Lopez K, Balbuena P, Seminario J, Liu J; Controlled large-area lithium deposition to reduce swelling of high-energy lithium metal pouch cells in liquid electrolytes. 9 (5): 559-69. Nature Energy
• Galvez‐Aranda, D.E., Dinh, T.L., Vijay, U., Zanotto, F.M. and Franco, A.A., Time‐Dependent Deep Learning Manufacturing Process Model for Battery Electrode Microstructure Prediction. 14(15), p.2400376 Advanced Energy Materials
•  Ayala-Orozco, C., Galvez-Aranda, D., Corona, A., Seminario, J. M., Rangel, R., Myers, J. N., & Tour, J. M., Molecular jackhammers eradicate cancer cells by vibronic-driven action. 16(3), 456-465. Nature Chemistry
• Galvez-Aranda, D. E., & Seminario, J. M., Solid Electrolyte Interphase Formation at the Ionic Liquid Electrolyte—Lithium-Metal Interface Using an Ab Initio Molecular Dynamics Approach. 171(3), 030521. Journal of The Electrochemical Society
• Nawarathne, C. P., Galvez-Aranda, D. E, Hoque, A., Dangel, G. R., Seminario, J. M., & Alvarez, N. T., Creating covalent bonds between Cu and C at the interface of metal/open-ended carbon nanotubes. 6(2), 428-442. Nanoscale Advances
• Omongos, R. L., Galvez-Aranda, D. E., Zanotto, F. M., Vernes, A., & Franco, A. A., Machine learning-driven optimization of gas diffusion layer microstructure for PEM fuel cells. 625, 235583. Journal of Power Sources
• Vijay, U., Galvez-Aranda, D. E., Zanotto, F. M., Le-Dinh, T., Alabdali, M., Asch, M., & Franco, A. A., A Hybrid Modelling Approach Coupling Physics-based Simulation and Deep Learning for Battery Electrode Manufacturing Simulations. 103883. Energy Storage Materials
• Troncoso, J. F., Zanotto, F. M., Galvez‐Aranda, D. E., Zapata Dominguez, D., Denisart, L., & Franco, A. A., The ARTISTIC Battery Manufacturing Digitalization Initiative: From Fundamental Research to Industrialization. e202400385. Batteries & Supercaps

2023

• Xu, Y., Jia, H., Gao, P., Galvez-Aranda, D.E., Beltran, S.P., Cao, X., Le, P.M., Liu, J., Engelhard, M.H., Li, S. and Ren, G., Direct in situ measurements of electrical properties of solid–electrolyte interphase on lithium metal anodes. 8(12), pp.1345-1354. Nature energy

2022

• Galvez-Aranda, D. E.; Seminario, J. M., Li-Metal Anode in a Conventional Li-Ion Battery Electrolyte: Solid Electrolyte Interphase Formation using Ab Initio Molecular Dynamics. 169 (3), 030502. Journal of The Electrochemical Society
• Borges-Martínez, M.; Montenegro-Pohlhammer, N.; Zhang, X.; Galvez-Aranda, D. E.; Ponce, V.; Seminario, J. M.; Cárdenas-Jirón, G., Fullerene binding effects in Al(III)/Zn(II) Porphyrin/Phthalocyanine photophysical properties and charge transport. 269, 120740. Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy

2021

• Galvez-Aranda, D. E., & Seminario, J. M., Ab initio molecular dynamics of Li-metal anode in a phosphate-based electrolyte: solid electrolyte interphase evolution. 168(9), 090528. Journal of The Electrochemical Society
• Horstmann B., Shi J., Amine R., Werres M., Xin He, Jia H., Hausen F., Cekic-Laskovic I., Wiemers-Meyer S., Lopez J., Galvez-Aranda D. E., Baakes F., Bresser D., Su C., Xu Y., Xu W., Jakes P., Eichel R., Figgemeier E., Krewer U., Seminario J. M., Balbuena P. B., Wang C., Passerini S., Shao-Horn Y., Winter M., Amine K., Kostecki R., Latz A., Strategies towards enabling lithium metal in batteries: interphases and electrodes. 5289-5314. Royal Society of Chemistry
• Galvez-Aranda, D. E.; Seminario, J. M., Ion Pairing, Clustering and Transport in a LiFSI-TMP Electrolyte as Functions of Salt Concentration using Molecular Dynamics Simulations. 168 (4), 040511. Journal of The Electrochemical Society
• Zhang, X.; Ponce, V.; Galvez-Aranda, D. E.; Zhou, G.; Zhou, H.; Seminario, J. M., CS2 Removal from C5 Distillates by Reactive Molecular Dynamics Simulations. 60 (16), 5816-5825. Industrial & Engineering Chemistry Research
• Ponce, V.; Galvez-Aranda, D. E.; Seminario, J. M., Analysis of an all-solid state nanobattery using molecular dynamics simulations under an external electric field. 23 (1), 597-606. Physical Chemistry Chemical Physics

2020

• Galvez-Aranda, D. E.; Seminario, J. M., Li-Metal Anode in Dilute Electrolyte LiFSI/TMP: Electrochemical Stability Using Ab Initio Molecular Dynamics. 124 (40), 21919-21934. The Journal of Physical Chemistry C 
• Galvez-Aranda, D. E.; Seminario, J. M., Solid electrolyte interphase formation between the Li0.29La0.57TiO3 solid-state electrolyte and a Li-metal anode: an ab initio molecular dynamics study. 10 (15), 9000-9015. RSC Advances

2019

• Galvez-Aranda, D. E.; Seminario, J. M., Ab Initio Study of the Interface of the Solid-State Electrolyte Li9N2Cl3 with a Li-Metal Electrode. 166 (10), A2048-A2057. Journal of The Electrochemical Society 
• Galvez-Aranda, D. E.; Verma, A.; Hankins, K.; Seminario, J. M.; Mukherjee, P. P.; Balbuena, P. B., Chemical and Mechanical Degradation and Mitigation Strategies for Si Anodes. 419, 208-218. Journal of Power Sources

2018

• Galvez-Aranda, D. E.; Seminario, J. M., Simulations of a Lif Solid Electrolyte Interphase Cracking on Silicon Anodes Using Molecular Dynamics. 165 (3), A717-A730. Journal of The Electrochemical Society
• Roman-Vicharra, C.; Franco-Gallo, F.; Alaminsky, R. J.; Galvez-Aranda, D. E.; Balbuena, P. B.; Seminario, J. M., Sigma-Holes in Battery Materials Using Iso-Electrostatic Potential Surfaces. 8 (1), 33. Crystals 

2017

• Galvez-Aranda, D. E.; Ponce, V.; Seminario, J. M., Molecular Dynamics Simulations of the First Charge of a Li-Ion—Si-Anode Nanobattery. 23 (4), 120. Journal of Molecular Modeling 
• Ponce, V.; Galvez-Aranda, D. E.; Seminario, J. M., Analysis of a Li-Ion Nanobattery with Graphite Anode Using Molecular Dynamics Simulations. 121 (23), 12959-12971. Journal of Physical Chemistry C