Research Products

Student authors are shown in bold; * denotes equal contribution

Peer-reviewed journal publications

  1. Pereira, E. L., & Soares, D. (2026). Low-Temperature Prediction in Commercial Lithium-Ion Batteries during Dynamic Usage via Enhanced Physics-Informed Neural Networks. ACS Omega DOI: 10.1021/acsomega.5c11152
  2. Pereira, E. L., Hossain, M. Z., Ogun, D., & Soares, D. (2026). A Hybrid DVA-Machine Learning Framework for Real-Time State of Health Assessment in Commercial Lithium-Ion Batteries. IEEE Transactions on Industry Applications DOI: 10.1109/TIA.2026.3687187
  3. T. Dias, F. C. Antunes, J. P. J. de Oliveira, J. P. dos Santos, D. Soares, G. Doubek, and H. Zanin, “Influence of processing parameters on the electrical conductivity of 8 YSZ electrolytes fabricated via tape casting,” Progress in Engineering Science, p. 100250, 2026 DOI: 10.1016/j.pes.2026.100250
  4. D. Rich* , M. Z. Hossain* , V. Nguyen, V. Bishop, W. Wei, D. Soares, and J. Wang, “One-dimensional or three-dimensional NbTe4 crystal growth, crystal and electronic structures, and li-ion storage study,” Nano Views, vol. 2, no. 1, p. 2632615, 2026 DOI: 10.1080/30652669.2026.2632615
  5. M. Z. Hossain and D. M. Soares, “Electrochemical activity of NbSe2 in sodium and potassium-ion batteries: a temperature-dependent study,” Future Batteries, p. 100131, 2025 DOI: 10.1016/j.fub.2025.100131
  6. G. M. Lustosa, W. A. Bizzo, L. V. de Souza, G. Biasotto, L. A. Perazolli, K. C. Pereira, C. C. Silva, D. M. Soares, and T. Mazon, “Boosting properties of the biochar composite by an in situ growth of nickel nanospheres through an one-step synthesis: applications in supercapacitors,” Materials Research Bulletin, p. 113885, 2025 DOI: 10.1016/j.materresbull.2025.113885
  7. C. Almeida, P. Jackson, R. Vicentini, E. L. Pereira, E. Santos, L. M. Da Silva, D. M. Soares, and H. Zanin, “Charge and energy storage properties of NiO-AC composites in organic electrolyte using operando raman and distributed capacitance analyses in the time domain,” Next Energy, vol. 9, p. 100461, 2025 DOI: 10.1016/j.nxener.2025.100461
  8. E. L. Pereira, D. Ogun, and D. M. Soares, “Comprehensive real-time insights for state of health prediction: A comprehensive framework for online state of health assessment in commercial lithium-ion batteries,” ChemElectroChem, p. 2400708, 2025 DOI: 10.1002/celc.202400708
  9. D. M. Soares and G. Singh, “Weyl semimetal orthorhombic Td-WTe2 as an electrode material for sodium- and potassium-ion batteries,” Nanotechnology, vol. 32, p. 505402, sep 2021 DOI: 10.1088/1361-6528/ac23f3
  10. M. Alexandreli, C. B. Brocchi, D. M. Soares, W. G. Nunes, B. G. Freitas, F. E. de Oliveira, L. E. C. A. Schiavo, A. C. Peterlevitz, L. M. da Silva, and H. Zanin, “Pseudocapacitive behaviour of iron oxides supported on carbon nanofibers as a composite electrode material for aqueous-based supercapacitors,” Journal of Energy Storage, vol. 42, p. 103052, 2021 DOI: 10.1016/j.est.2021.103052
  11. B. Freitas, W. G. Nunes, D. M. Soares, F. C. Rufino, C. M. Moreira, L. M. Da Silva, and H. Zanin, “Robust, flexible, freestanding and high surface area activated carbon and multi-walled carbon nanotubes composite material with outstanding electrode properties for aqueous-based supercapacitors,” Materials Advances, vol. 2, pp. 4264–4276, 2021 DOI: 10.1039/D0MA00783H
  12. D. M. Soares, Z. Ren, S. B. Mujib, S. Mukherjee, C. G. Martins Real, M. Anstine, H. Zanin, and G. Singh, “Additive manufacturing of electrochemical energy storage systems electrodes,” Advanced Energy and Sustainability Research, vol. 2, no. 5, p. 2000111, 2021 DOI: 10.1002/aesr.202000111
  13. S. B. Mujib, Z. Ren, S. Mukherjee, D. M. Soares, and G. Singh, “Design, characterization, and application of elemental 2D materials for electrochemical energy storage, sensing, and catalysis,” Materials Advances, vol. 1, pp. 2562-2591, 2020 DOI: 10.1039/D0MA00428F
  14. D. M. Soares and G. Singh, “Superior electrochemical performance of layered WTe2 as potassium-ion battery electrode,” Nanotechnology, vol. 31, p. 455406, aug 2020 DOI: 10.1088/1361-6528/ababcc
  15. D. M. Soares, S. Mukherjee, and G. Singh, “TMDs beyond MoS2 for electrochemical energy storage,” Chemistry - A European Journal, vol. 26, no. 29, pp. 6320–6341, 2020 DOI: 10.1002/chem.202000147
  16. D. M. Soares and G. Singh, “SiOC functionalization of MoS2 as a means to improve stability as sodium-ion battery anode,” Nanotechnology, vol. 31, p. 145403, jan 2020 DOI: 10.1088/1361-6528/ab6480
  17. D. M. Soares, R. Vicentini, A. C. Peterlevitz, C. B. Rodella, L. M. da Silva, and H. Zanin, “Tungsten oxide and carbide composite synthesized by hot filament chemical deposition as electrodes in aqueous-based electrochemical capacitors,” Journal of Energy Storage, vol. 26, p. 100905, 2019 DOI: 10.1016/j.est.2019.100905
  18. S. Mukherjee, J. Turnley, E. Mansfield, J. Holm, D. Soares, L. David, and G. Singh, “Exfoliated transition metal dichalcogenide nanosheets for supercapacitor and sodium ion battery applications,” Royal Society Open Science, vol. 6, no. 8, p. 190437, 2019 DOI: 10.1098/rsos.190437
  19. R. Vicentini, W. Nunes, B. G. Freitas, L. M. D. Silva, D. M. Soares, R. Cezar, C. B. Rodella, and H. Zanin, “Niobium pentoxide nanoparticles @ multi-walled carbon nanotubes and activated carbon composite material as electrodes for electrochemical capacitors,” Energy Storage Materials, vol. 22, pp. 311 - 322, 2019 DOI: 10.1016/j.ensm.2019.08.007
  20. R. Vicentini, D. M. Soares, W. Nunes, B. Freitas, L. Costa, L. M. D. Silva, and H. Zanin, “Core-niobium pentoxide carbon-shell nanoparticles decorating multiwalled carbon nanotubes as electrode for electrochemical capacitors,” Journal of Power Sources, vol. 434, p. 226737, 2019 DOI: 10.1016/j.jpowsour.2019.226737
  21. S. Mukherjee, S. Bin Mujib, D. Soares, and G. Singh, “Electrode materials for high-performance sodium-ion batteries,” Materials, vol. 12, no. 12, 2019 DOI: 10.3390/ma12121952
  22. R. Vicentini, L. H. Costa, W. Nunes, O. Vilas Boas, D. M. Soares, T. A. Alves, C. Real, C. Bueno, A. C. Peterlevitz, and H. Zanin, “Direct growth of mesoporous carbon on aluminum foil for supercapacitors devices,” Journal of Materials Science: Materials in Electronics, vol. 29, pp. 10573-10582, Jun 2018 DOI: 10.1007/s10854-018-9121-1
  23. D. M. Soares, S. Mendon¸ca, E. T. Neto, and M. L. Martinez, “Electrical field on non-ceramic insulators and its relation to contact angles for constant volume droplets,” Journal of Electrostatics, vol. 84, pp. 97 - 105, 2016 DOI: 10.1016/j.elstat.2016.10.001
  24. I. F. S. dos Santos, N. D. B. Vieira, R. M. Barros, G. L. T. Filho, D. M. Soares, and L. V. Alves, “Economic and CO2 avoided emissions analysis of WWTP biogas recovery and its use in a small power plant in Brazil,” Sustainable Energy Technologies and Assessments, vol. 17, pp. 77 - 84, 2016 DOI: 10.1016/j.seta.2016.08.003

Conference proceedings (peer reviewed)

  1. P. Dinh, E. Pereira, & D. Soares (2026, March). Advancing the Detection of Lithium-Ion Battery Chemistries for Recycling and Second-Life Applications. In 2026 IEEE Green Technologies Conference (GreenTech) (pp. 453-458). IEEE. DOI: 10.1109/GreenTech68285.2026.11471633
  2. N. Aravinthan, M. Koester, D. Alexander, M. Peterson, & D. Soares (2025, October). Enhancing Hybrid Battery-Solar Return on Investment by Dynamic Battery Pack Usage and Charge Management. In 2025 57th North American Power Symposium (NAPS) (pp. 1-6). IEEE. DOI: 10.1109/NAPS66256.2025.11272341
  3. E. L. Pereira, M. Z. Hossain, D. Ogun., & D. Soares (2025, March). Machine learning-based framework for online state of health assessment and end-of-life prediction in commercial lithium-ion batteries. In 2025 IEEE Green Technologies Conference (GreenTech) (pp. 108-112). IEEE. DOI: 10.1109/GreenTech62170.2025.10977627
  4. D. Ogun, & D. Soares (2024, October). Electric field analysis at triple-joints and localized defects on different composite insulators designs. In 2024 IEEE Conference on Electrical Insulation and Dielectric Phenomena (CEIDP) (pp. 1-4). IEEE. DOI: 10.1109/CEIDP61745.2024.10907400
  5. C. G. M. Real, R. Vicentini, W. G. Nunes, O. V. Boas, L. H. Costa, D. M. Soares, & H. Zanin (2018). Electric double layer capacitors prepared with polyvinyl alcohol and multi-walled carbon nanotubes (No. 2018-36-0313). SAE Technical Paper. DOI: 10.4271/2018-36-0313
  6. C. G. M. Real, R. Vicentini, W. G. Nunes, O. V. Boas, T. A. Alves, D. M. Soares, & H. Zanin (2018, September). Polyacrylonitrile and activated carbon composite for electric double layer capacitors. In 2018 SAE Brasil Congress & Exhibition. SAE Technical Paper. DOI: 10.4271/2018-36-0310

Invited book chapters

  1. Mujib, S. B., Mukherjee, S., Ren, Z., Soares, D. M., Real, C. G. M., Zanin, H., & Singh, G. (2024). Recent Advances and Trends in Al-Ion Batteries. Advanced Technologies for Rechargeable Batteries, 55-76 DOI: 10.1201/9781003310174
  2. Soares, Davi; Mukherjee, Santanu; Singh, Gurpreet, 2022, "Electrode Materials for High-Performance Sodium-Ion Batteries", Book Title: Handbook of Sodium-Ion Batteries: Materials and Characterisation, vol. 1, no. 0, pp. 764 DOI: 10.1201/9781003308744