📜 Google Scholar

Pre-prints

• NeuralPDE: Automating Physics-Informed Neural Networks (PINNs) with Error Approximations K. Zubov, Z. McCarthy, Y. Ma, F. Calisto, V. Pagliarino, S. Azeglio, L. Bottero, E. Lujan, V. Sulzer, A. Bharambe, N. Vinchhi, K. Balakrishnan, D. Upadhyay, C. Rackauckas.

Publications in peer-reviewed journals

• OpenEP: an open-source simulator for electroporation-based tumor treatments. M. Marino, E. Lujan, E. Mocskos, G. Marshall. Scientific Reports, Nature. 2021. Code

• Extreme coverage in 5G Narrowband IoT: a LUT-based strategy to optimize shared channels. E. Lujan, J. A. Zuloaga Mellino, A. Otero, L. Rey Vega, C. Galarza, E. Mocskos. Internet of Things Journal, IEEE. 2019.

• An integrated platform for smart energy management: the CC-SEM project. E. Lujan, A. Otero, S. Valenzuela, E. Mocskos, L. A. Steffenel and S. Nesmachnow. Revista Facultad de Ingenieria, Universidad de Antioquia. 2019.

• Towards an optimal dose-response relationship in Gene Electrotransfer Protocols. E. Lujan, M. Marino, N. Olaiz, G. Marshall. Electrochimica Acta, Elsevier. 2019.

• LibreGrowth: a tumor growth code based on reaction-diffusion equations using shared memory. E. Lujan, M. S. Rosito, A. Soba, C. Suárez. Computer Physics Communications Journal, Elsevier. 2019.

• Microenvironmental influence on microtumour infiltration patterns: 3d mathematical modelling supported by in vitro studies. E. Lujan, D. Soto, M. S. Rosito, A. Soba, L. Guerra, J. C. Calvo, G. Marshall, C. Suárez. Integrative Biology, Royal Society of Chemistry. 2018.

• Mathematical modelling of microtumour infiltration based on in vitro experiments. E. Lujan, L. Guerra, A. Soba, N. Visacovsky, D. Ganda, J. C. Calvo, C. Suárez. Integrative Biology, Royal Society of Chemistry. 2016.

• Optimal dose-response relationship in electrolytic ablation of tumors with a one-probe-two-electrode device. E. Lujan, H. Schinca, N. Olaiz, S. Urquiza, F. Molina, P. Turjanski and G. Marshall. Electrochimica Acta, Elsevier. 2015.

Publications in peer-reviewed conferences

• Decision-Support and Modeling with Large Language Models for Geothermal Well Arrays. E. Ouko, E. Lujan, A. Edelman, R. Metcalfe Stanford Geothermal Workshop. 2025.

• Performance of D2D/NB-IoT Communications in Urban and Suburban Environments. R. Sumoza, E. Lujan, E. Mocskos. Winter Simulation Conference. 2021.

• Lite NB-IoT Simulator for Uplink Layer J. A. Zuloaga Mellino, E. Lujan, A. Otero, E. Mocskos, L. Rey Vega, C. Galarza. XVIII Workshop on Information Processing and Control, IEEE. 2019.

• Cloud Computing for Smart Energy Management (CC-SEM project) E. Lujan, A. Otero, S. Valenzuela, E. Mocskos, L. A. Steffenel and S. Nesmachnow. Communications in Computer and Information Science, Springer. Congreso Iberoamericano de Ciudades Inteligentes (ICSC-CITIES 2018). Soria, España. 2018.

• Modelado matemático de un patrón de invasión tumoral a través de ecuaciones de reacción-difusión y fractales DLA (Diffusion Limited Aggregation). E. Lujan, D. Soto, M. S. Rosito, A. Soba, L. Guerra, G. Marshall, C. Suárez. Mecánica Computacional, Vol. XXXV, 2017, pp. 387–400.

• Electrolytic ablation dose planning methodology E. Lujan, H. Schinca, N. Olaiz, S. Urquiza, F. Molina, P. Turjanski and G. Marshall. IFMBE Proceedings. Vol 53. Springer. 1st World Congress on Electroporation. Portorož. Slovenia. Young investigator competition finalist. 2015.

Presentations, posters, and abstracts

• Accelerating Neural Network Interatomic Potentials through Dimension Reduction Using Julia. R. Alomairy, E. Lujan, S. Wyant, J. Samaroo, J. Zou, R. Meyer, A. Edelman. Women in Data Science (WiDS) Cambridge. 2024.

• Automating the composition of ML interatomic potentials in Julia. E. Lujan. JuliaCon. 2023.

• Atomistic suite for CESMIX in Julia. E. Lujan. JuliaCon. 2022.

• Towards MDP.jl: The Julia Library of MD Potentials. N. C. Nguyen, E. Lujan, W. S. Moses, A. Rohskopf, V. Churavy. JuliaCon. 2021.

• The role of damage in reversible electroporation optimization: theory and experiments in a vegetable model. M. Marino, N. Olaiz, S. Michinski, P. Giunta, E. Lujan, E. Goldberg, A. Soba, C. Suárez, G. Marshall. 3rd World Congress on Electroporation and Pulsed Electric Fields in Biology, Medicine, and Food and Environmental Technologies. 2019

• Invited speaker at “Workshop Internacional: Planificación de Transporte y Ciudades Inteligentes”. University of the Republic. Uruguay.

• Mathematical model of glioma evolution and treatment by chemo and radiotherapy. K. Díaz , E. Lujan, A. Soba , G. Marshall , C. Suárez. 9 Argentinian Congress of Bioinformatics and Computational Biology (9CAB2C). 2018.

• Towards an optimal dose-response relationship in electroporation-based tumor treatments. E. Lujan, M. Marino, N. Olaiz, G. Marshall. 2nd World Congress on Electroporation and Pulsed Electric Fields in Biology, Medicine and Food and Environmental Technologies. Norfolk, USA. 2017.

• The concept of electroporation energy in electorporation-based models. N. Olaiz, P. Turjasnki, M. Marino, E. Lujan, A. Márquez, F. Minotti, S. Zucco, M. Tellado, S. Michinski, F. Maglietti, G. Marshall. 2nd World Congress on Electroporation and Pulsed Electric Fields in Biology, Medicine and Food and Environmental Technologies. Norfolk, USA. 2017.

• An MPI-based implementation of a simplified actuator line model. (M. Ventura, L. Muino, N. Olaiz, E. Lujan) XIX Giambiagi Winter School. UBA. 2017.

• Electrolytic ablation dose planning methodology. E. Lujan, H. Schinca, N. Olaiz, S. Urquiza, F. Molina, P. Turjanski and G. Marshall. 1st World Congress on Electroporation. Portorož. Slovenia. Young investigator competition finalist. 2015."

• In silico generation of tumor invasion patterns. E. Lujan, A. Soba, N. Visacovsky, L. Guerra, G. Marshall and C. Suárez. VI Argentinian Conference on Bioinformatics and Computational Biology. Bahía Blanca. Argentina. Latin American Conference on Mathematical Modeling of Biological Systems. 2015.

• Tissue damage in vaccination protocols based on electroporation: pH fronts and tissue natural buffering. M. Marino, N. Olaiz, E. Signori, F. Maglietti, C. Suárez, L. Colombo, P. Turjanski, S. Michinski, E. Lujan, G. Marshall. The 14th International Conference on Progress in Vaccination Against Cancer (PICAC-14). Rome. Italy. 2015.

• Invited speaker. HPC-Day 2012 – High Performance Computing Day 41 JAIIO – Jornadas Argentinas de Informática. University of La Plata, Argentina. Title: “Feasibility study of a portable kit for Chagas-Mazza disease diagnosis and data centralization”. 08/30/2012.

• Feasibility study of a portable kit for Chagas-Mazza disease diagnosis and data centralization. E. Lujan. High-Performance Computing Latin America Symposium, Buenos Aires, Argentina. 2012.