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Shima Hajimirza

Calculated based on number of publications stored in Pure and citations from Scopus
20112025

Research activity per year

  • 28 Article
  • 18 Conference contribution
  • 4 Conference article
  • 1 Review article
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Conference contribution

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  • 2024

    Enhancing Support Vector Machine Prediction Accuracy for Global Solar Radiation Modeling Using Particulate Matter

    Makade, R. & Hajimirza, S., 2024, 2024 8th International Conference on Computing, Communication, Control and Automation, ICCUBEA 2024. (2024 8th International Conference on Computing, Communication, Control and Automation, ICCUBEA 2024).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2023

    Artificial Intelligence Based Modelling for Energy Output Predictions of Renewables

    Domenikos, G. R., Hajimirza, S. & Acar, G., 2023, Energy. V007T08A023. (ASME International Mechanical Engineering Congress and Exposition, Proceedings (IMECE); vol. 7).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • ESTIMATING RADIATIVE PROPERTIES IN ARBITRARY POROUS MEDIA USING CASE-SPECIFIC DATA – DRIVEN MACHINE LEARNING FRAMEWORKS

    Tabassum, F., Eghtesad, A., Domenikos, G. R. & Hajimirza, S., 2023, Proceedings of the 10th International Symposium on Radiative Transfer, RAD 2023. p. 119-126 8 p. (Proceedings of the International Symposium on Radiative Transfer; vol. 2023-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2019

    Limits of the light scattering by small metallic particles using evolutionary topology optimization

    Kaya, M. & Hajimirza, S., 2019, Proceedings of the 9th International Symposium on Radiative Transfer, RAD 2019. p. 163-170 8 p. (Proceedings of the International Symposium on Radiative Transfer; vol. 2019-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Near field radiative emissivity enhancement with application in electronics cooling

    Kaya, M., Hajimirza, S., Merrikh, A. & Saeidi, M., May 2019, Proceedings of the 18th InterSociety Conference on Thermal and Thermomechanical Phenomena in Electronic Systems, ITherm 2019. p. 209-218 10 p. 8757320. (InterSociety Conference on Thermal and Thermomechanical Phenomena in Electronic Systems, ITHERM; vol. 2019-May).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • Using Bayesian optimization with knowledge transfer for high computational cost design: A case study in photovoltaics

    Kaya, M. & Hajimirza, S., 2019, 45th Design Automation Conference. (Proceedings of the ASME Design Engineering Technical Conference; vol. 2A-2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations
  • 2018

    Surrogate-Based Optimization of Firing Angles for Switched Reluctance Motor

    Anvari, B., Kaya, M., Englebretson, S., Hajimirza, S. & Toliyat, H. A., 28 Aug 2018, 2018 IEEE Transportation and Electrification Conference and Expo, ITEC 2018. p. 359-365 7 p. 8450092. (2018 IEEE Transportation and Electrification Conference and Expo, ITEC 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    5 Scopus citations
  • 2017

    Surrogate-based optimization of a folded solar cell structure with enhanced optical efficiency

    Hajimirza, S. & Lu, J., 2017, Proceedings of CHT-17 ICHMT International Symposium on Advances in Computational Heat Transfer, 2017. p. 597-607 11 p. (International Symposium on Advances in Computational Heat Transfer).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2016

    A novel machine-learning aided optimization technique for material design: Application in thin film solar cells

    Hajimirza, S., 2016, Heat Transfer in Multiphase Systems; Gas Turbine Heat Transfer; Manufacturing and Materials Processing; Heat Transfer in Electronic Equipment; Heat and Mass Transfer in Biotechnology; Heat Transfer Under Extreme Conditions; Computational Heat Transfer; Heat Transfer Visualization Gallery; General Papers on Heat Transfer; Multiphase Flow and Heat Transfer; Transport Phenomena in Manufacturing and Materials Processing. (ASME 2016 Heat Transfer Summer Conference, HT 2016, collocated with the ASME 2016 Fluids Engineering Division Summer Meeting and the ASME 2016 14th International Conference on Nanochannels, Microchannels, and Minichannels; vol. 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    5 Scopus citations
  • 2015

    A dimensionality-reduced first order method for industrial optimization: A case study in renewable energy technologies

    Hajimirza, S., 2015, Advances in Solar Buildings and Conservation; Climate Control and the Environment; Alternate Fuels and Infrastructure; ARPA-E; Combined Energy Cycles, CHP, CCHP, and Smart Grids; Concentrating Solar Power; Economic, Environmental, and Policy Aspects of Alternate Energy; Geothermal Energy, Harvesting, Ocean Energy and Other Emerging Technologies; Hydrogen Energy Technologies; Low/Zero Emission Power Plants and Carbon Sequestration; Micro and Nano Technology Applications and Materials. (ASME 2015 9th International Conference on Energy Sustainability, ES 2015, collocated with the ASME 2015 Power Conference, the ASME 2015 13th International Conference on Fuel Cell Science, Engineering and Technology, and the ASME 2015 Nuclear Forum; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2013

    Design and verification of a pecvd fabricated multi-layer nano-scale photovoltaic device

    Hajimirza, S., Howell, J. R., Holt, M., Saha, S., Akinwande, D. & Banerjee, S., 2013, ASME 2013 Heat Transfer Summer Conf. Collocated with the ASME 2013 7th Int. Conf. on Energy Sustainability and the ASME 2013 11th Int. Conf. on Fuel Cell Science, Engineering and Technology, HT 2013. V001T01A003. (ASME 2013 Heat Transfer Summer Conf. Collocated with the ASME 2013 7th Int. Conf. on Energy Sustainability and the ASME 2013 11th Int. Conf. on Fuel Cell Science, Engineering and Technology, HT 2013; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • Opto-electrical study of spectrally enhanced thin film solar devices

    Hajimirza, S. & Howell, J. R., 2013, Technical Proceedings of the 2013 NSTI Nanotechnology Conference and Expo, NSTI-Nanotech 2013. p. 623-626 4 p. (Technical Proceedings of the 2013 NSTI Nanotechnology Conference and Expo, NSTI-Nanotech 2013; vol. 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2012

    Broadband absorption enhancement in thin film solar cells using inverse optimization of light trapping mechanisms

    Hajimirza, S., Heltzel, A. & Howell, J., 2012, ASME 2012 3rd International Conference on Micro/Nanoscale Heat and Mass Transfer, MNHMT 2012. p. 559-567 9 p. (ASME 2012 3rd International Conference on Micro/Nanoscale Heat and Mass Transfer, MNHMT 2012).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations

  • Limits of light trapping in silicon thin film cells via metallic gratings

    Hajimirza, S. & Howell, J. R., 2012, ASME 2012 Heat Transfer Summer Conf. Collocated with the ASME 2012 Fluids Engineering Div. Summer Meeting and the ASME 2012 10th Int. Conf. on Nanochannels, Microchannels and Minichannels, HT 2012. p. 233-240 8 p. (ASME 2012 Heat Transfer Summer Conf. Collocated with the ASME 2012 Fluids Engineering Div. Summer Meeting and the ASME 2012 10th Int. Conf. on Nanochannels, Microchannels and Minichannels, HT 2012; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Statistical analysis of surface nanopatterned thin film solar cells obtained by inverse optimization

    Hajimirza, S. & Howell, J. R., 2012, ASME 2012 3rd International Conference on Micro/Nanoscale Heat and Mass Transfer, MNHMT 2012. p. 569-577 9 p. (ASME 2012 3rd International Conference on Micro/Nanoscale Heat and Mass Transfer, MNHMT 2012).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations

  • Wavelet based nano-texture structures for thin film PV cells

    Hajimirza, S. & Howell, J. R., 2012, ASME 2012 International Mechanical Engineering Congress and Exposition, IMECE 2012. PARTS A AND B ed. p. 527-535 9 p. (ASME International Mechanical Engineering Congress and Exposition, Proceedings (IMECE); vol. 9, no. PARTS A AND B).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2011

    Robust nanoscale patterns for thin film solar cells using inverse optimization of nonuniformly sampled absorption spectrum

    Hajimirza, S. & Howell, J. R., 2011, Energy Systems Analysis, Thermodynamics and Sustainability; Combustion Science and Engineering; Nanoengineering for Energy. PARTS A AND B ed. p. 931-943 13 p. (ASME 2011 International Mechanical Engineering Congress and Exposition, IMECE 2011; vol. 4, no. PARTS A AND B).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    10 Scopus citations

  • Specification of micro-nanoscale radiative patterns using inverse analysis for increasing solar panel efficiency

    Hajimirza, S., Hitti, G. E., Heltzel, A. & Howell, J., 2011, ASME/JSME 2011 8th Thermal Engineering Joint Conference, AJTEC 2011. (ASME/JSME 2011 8th Thermal Engineering Joint Conference, AJTEC 2011).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    10 Scopus citations