Dr Joshua Franz Einsle

  • Lord Kelvin Adam / Smith Research Fellow in Data Science (Earth Sciences)

email: JoshuaFranz.Einsle@glasgow.ac.uk
pronouns: He/him/his

Room 421,, Molema Building, University of Glasgow, Glasgow, G12 8QQ

Import to contacts

ORCID iDhttps://orcid.org/0000-0001-8263-8531

Research interests

As a mineral physicist, I employ cutting-edge materials science characterization approaches such as multiscale tomography (x-ray, focused ion beam, scanning transmission electron microscopy and atom probe tomography) and machine learning algorithms to address fundamental questions about the evolution of the Earth and interactions of life with its environment. My expertise has its foundation in my background as a nanofabrication researcher1–3 and a statistical process control engineer with the FEI Company. I have applied my experience with state of the art electron microscopy techniques to advance the characterisation and understanding of ancient Earth and planetary materials4–8. Multiscale correlative approaches have been key in determining the extent to which Archean zircons record primary magnetic signals on the early Earth and hence establish the earliest time for life to develop.  Recently, I have advanced the correlative microscopy methodology, through the development of correlative microanalysis.9  By connecting multiple microscopy data types, I am able to demonstrate mineral phase relationships in quantitative and data driven approach. These insights work to inform and contextualise geochemical and paleomagnetic understanding. Currently, I am applying these methods to examine, Archean terrains, meteorites and energy critical element mineral relationships.

 

  1. Einsle, J. F. et al. Directed self-assembly of nanorod networks: bringing the top down to the bottom up. Nanotechnology 23, 505302 (2012).

  2. Whyte, J. R. et al. Sequential injection of domain walls into ferroelectrics at different bias voltages: Paving the way for “domain wall memristors”. J. Appl. Phys. 116, 066813 (2014).

  3. Einsle, J. F. et al. In situ electron holography of the dynamic magnetic field emanating from a hard-disk drive writer. Nano Res. 8, 1241–1249 (2015).

  4. Einsle, J. F. et al. Multi-scale three-dimensional characterization of iron particles in dusty olivine: Implications for paleomagnetism of chondritic meteorites. Am. Mineral. 101, 2070–2084 (2016).

  5. Einsle, J. F. et al. Nanomagnetic properties of the meteorite cloudy zone. Proc. Natl. Acad. Sci. 115, (2018).

  6. Lascu, I., Einsle, J. F., Ball, M. R. & Harrison, R. J. The Vortex State in Geologic Materials: A Micromagnetic Perspective. J. Geophys. Res. Solid Earth (2018). doi:10.1029/2018JB015909

  7. Tang, F. et al. Secondary magnetite in ancient zircon precludes analysis of a Hadean geodynamo. Proc. Natl. Acad. Sci. Accepted, (2018).

  8. Weiss, B. P. et al. Secondary magnetic inclusions in detrital zircons from the Jack Hills , Western Australia and implications for the origin of the geodynamo microscopy. Geology (2018).

  9. Einsle, J. F. et al. All Mixed Up: Using Machine Learning to Address Heterogeneity in (Natural) Materials. Microsc. Microanal. 24, 562–563 (2018).

Publications

List by: Type | Date

Jump to: 2024 | 2023 | 2022 | 2021 | 2020 | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | 2012 | 2011 | 2010
Number of items: 24.

2024

Khudhur, F. W.K. , Divers, M., Wildman, M. , MacDonald, J. and Einsle, J. F. (2024) Interrogation of ecotoxic elements distribution in slag and precipitated calcite through a machine learning-based approach aided by mass spectrometry. Advanced Sustainable Systems, (doi: 10.1002/adsu.202300559) (Early Online Publication)

Daly, L. et al. (2024) Brecciation at the grain scale within the lithologies of the Winchcombe CM carbonaceous chondrite. Meteoritics and Planetary Science, (Accepted for Publication)

2023

Duran, E.C., Kho, Z., Einsle, J. F. , Azaceta, I., Cavill, S.A., Kerrigan, A., Lazarov, V.K. and Eggeman, A.S. (2023) Correlated electron diffraction and energy-dispersive X-ray for automated microstructure analysis. Computational Materials Science, 228, 112336. (doi: 10.1016/j.commatsci.2023.112336)

2022

Daly, L. et al. (2022) A Coordinated Approach to Investigate the Heterogeneity of Aqueous Alteration at the Micro-Scale in the Winchcombe Meteorite, a CM Fall. 85th Annual Meeting of The Meteoritical Society, Glasgow, 14-19 August 2022.

Jenkins, L., Lee, M. , Daly, L. , King, A. J., Einsle, J. F. and Salge, T. (2022) Rudashevskyite in the Winchcombe CM Chondrite: A Sulfide from Either Nebular Condensation or Metasomatic Alteration. 85th Annual Meeting of The Meteoritical Society, Glasgow, UK, 14-19 Aug 2022.

Ezad, I. S., Einsle, J. F. , Dobson, D. P., Hunt, S. A., Thomson, A. R. and Brodholt, J. P. (2022) Improving grain size analysis using computer vision techniques and implications for grain growth kinetics. American Mineralogist, 107(2), pp. 262-273.

2021

Tominaga, M., Ortiz, E., Einsle, J. F. , Ryoichi Vento, N. F., Schrenk, M. O., Buisman, I., Ezad, I. S. and Cardace, D. (2021) Tracking subsurface active weathering processes in serpentinite. Geophysical Research Letters, 48(6), e2020GL088472. (doi: 10.1029/2020GL088472)

Daly, L. et al. (2021) Making the Most out of the Minimum: Atom Probe Tomography’s Role in Characterising Returned Extraterrestrial Samples. Goldschmidt 2021, 4-9 July 2021. (Accepted for Publication)

2020

Borlina, C.S. et al. (2020) Re-evaluating the evidence for a Hadean-Eoarchean dynamo. Science Advances, 6, eaav9634. (doi: 10.1126/sciadv.aav9634)

2019

Nichols, C. I.O., Einsle, J. F. , Im, M.‐Y., Kasama, T., Saghi, Z., Midgley, P. A. and Harrison, R. J. (2019) Field response of magnetic vortices in dusty olivine from the Semarkona chondrite. Geochemistry, Geophysics, Geosystems, 20(3), pp. 1441-1453. (doi: 10.1029/2018GC008159)

Tang, F. et al. (2019) Secondary magnetite in ancient zircon precludes analysis of a Hadean geodynamo. Proceedings of the National Academy of Sciences of the United States of America, 116(2), pp. 407-412. (doi: 10.1073/pnas.1811074116) (PMID:30598434) (PMCID:PMC6329971)

2018

Einsle, J. F. , Eggeman, A. S., Martineau, B. H., Saghi, Z., Collins, S. M., Blukis, R., Bagot, P. A.J., Midgley, P. A. and Harrison, R. J. (2018) Nanomagnetic properties of the meteorite cloudy zone. Proceedings of the National Academy of Sciences of the United States of America, 115(49), E11436-E11445. (doi: 10.1073/pnas.1809378115) (PMID:30446616) (PMCID:PMC6298078)

Lascu, I., Einsle, J. F. , Ball, M. R. and Harrison, R. J. (2018) The vortex state in geologic materials: a micromagnetic perspective. Journal of Geophysical Research: Solid Earth, 123(9), pp. 7285-7304. (doi: 10.1029/2018JB015909)

Loughran, T.H.J. et al. (2018) Design and fabrication of plasmonic cavities for magneto-optical sensing. AIP Advances, 8(5), 055207. (doi: 10.1063/1.5021538)

Weiss, B. P. et al. (2018) Secondary magnetic inclusions in detrital zircons from the Jack Hills, Western Australia, and implications for the origin of the geodynamo. Geology, 46(5), pp. 427-430. (doi: 10.1130/G39938.1)

2017

Krakow, R., Bennett, R. J., Johnstone, D. N., Vukmanovic, Z., Solano-Alvarez, W., Lainé, S. J., Einsle, J. F. , Midgley, P. A., Rae, C. M. F. and Hielscher, R. (2017) On three-dimensional misorientation spaces. Proceedings of the Royal Society of London Series A: Mathematical, Physical and Engineering Sciences, 473(2206), 20170274. (doi: 10.1098/rspa.2017.0274) (PMID:29118660) (PMCID:PMC5666230)

Hodell, D. A. et al. (2017) Anatomy of Heinrich Layer 1 and its role in the last deglaciation. Paleoceanography, 32(3), pp. 284-303. (doi: 10.1002/2016PA003028)

Fu, R. R. et al. (2017) Evaluating the paleomagnetic potential of single zircon crystals using the Bishop Tuff. Earth and Planetary Science Letters, 458, pp. 1-13. (doi: 10.1016/j.epsl.2016.09.038)

2016

Einsle, J. F. , Harrison, R. J., Kasama, T., Conbhuí, P. Ó., Fabian, K., Williams, W., Woodland, L., Fu, R. R., Weiss, B. P. and Midgley, P. A. (2016) Multi-scale three-dimensional characterization of iron particles in dusty olivine: Implications for paleomagnetism of chondritic meteorites. American Mineralogist, 101(9), pp. 2070-2084. (doi: 10.2138/am-2016-5738CCBY)

2015

Einsle, J. F. , Gatel, C., Masseboeuf, A., Cours, R., Bashir, M. A., Gubbins, M., Bowman, R. M. and Snoeck, E. (2015) In situ electron holography of the dynamic magnetic field emanating from a hard-disk drive writer. Nano Research, 8(4), pp. 1241-1249. (doi: 10.1007/s12274-014-0610-0)

2014

Whyte, J.R., McQuaid, R.G.P., Ashcroft, C.M., Einsle, J.F. , Canalias, C., Gruverman, A. and Gregg, J.M. (2014) Sequential injection of domain walls into ferroelectrics at different bias voltages: paving the way for “domain wall memristors”. Journal of Applied Physics, 116(6), 066813. (doi: 10.1063/1.4891347)

2012

Einsle, J. F. , Scheunert, G., Murphy, A., McPhillips, J., Zayats, A. V., Pollard, R. and Bowman, R. M. (2012) Directed self-assembly of nanorod networks: bringing the top down to the bottom up. Nanotechnology, 23(50), 505302. (doi: 10.1088/0957-4484/23/50/505302) (PMID:23183100)

2011

Einsle, J. F. F. , Bouillard, J.-S., Dickson, W. and Zayats, A. V. (2011) Hybrid FIB milling strategy for the fabrication of plasmonic nanostructures on semiconductor substrates. Nanoscale Research Letters, 6(1), 572. (doi: 10.1186/1556-276X-6-572) (PMID:22040004) (PMCID:PMC3234295)

2010

Bouillard, J.-S., Einsle, J. , Dickson, W., Rodrigo, S.G., Carretero-Palacios, S., Martin-Moreno, L., Garcia-Vidal, F.J. and Zayats, A.V. (2010) Optical transmission of periodic annular apertures in metal film on high-refractive index substrate: the role of the nanopillar shape. Applied Physics Letters, 96(20), 201101. (doi: 10.1063/1.3427390)

This list was generated on Tue May 28 22:15:38 2024 BST.
Number of items: 24.

Articles

Khudhur, F. W.K. , Divers, M., Wildman, M. , MacDonald, J. and Einsle, J. F. (2024) Interrogation of ecotoxic elements distribution in slag and precipitated calcite through a machine learning-based approach aided by mass spectrometry. Advanced Sustainable Systems, (doi: 10.1002/adsu.202300559) (Early Online Publication)

Daly, L. et al. (2024) Brecciation at the grain scale within the lithologies of the Winchcombe CM carbonaceous chondrite. Meteoritics and Planetary Science, (Accepted for Publication)

Duran, E.C., Kho, Z., Einsle, J. F. , Azaceta, I., Cavill, S.A., Kerrigan, A., Lazarov, V.K. and Eggeman, A.S. (2023) Correlated electron diffraction and energy-dispersive X-ray for automated microstructure analysis. Computational Materials Science, 228, 112336. (doi: 10.1016/j.commatsci.2023.112336)

Ezad, I. S., Einsle, J. F. , Dobson, D. P., Hunt, S. A., Thomson, A. R. and Brodholt, J. P. (2022) Improving grain size analysis using computer vision techniques and implications for grain growth kinetics. American Mineralogist, 107(2), pp. 262-273.

Tominaga, M., Ortiz, E., Einsle, J. F. , Ryoichi Vento, N. F., Schrenk, M. O., Buisman, I., Ezad, I. S. and Cardace, D. (2021) Tracking subsurface active weathering processes in serpentinite. Geophysical Research Letters, 48(6), e2020GL088472. (doi: 10.1029/2020GL088472)

Borlina, C.S. et al. (2020) Re-evaluating the evidence for a Hadean-Eoarchean dynamo. Science Advances, 6, eaav9634. (doi: 10.1126/sciadv.aav9634)

Nichols, C. I.O., Einsle, J. F. , Im, M.‐Y., Kasama, T., Saghi, Z., Midgley, P. A. and Harrison, R. J. (2019) Field response of magnetic vortices in dusty olivine from the Semarkona chondrite. Geochemistry, Geophysics, Geosystems, 20(3), pp. 1441-1453. (doi: 10.1029/2018GC008159)

Tang, F. et al. (2019) Secondary magnetite in ancient zircon precludes analysis of a Hadean geodynamo. Proceedings of the National Academy of Sciences of the United States of America, 116(2), pp. 407-412. (doi: 10.1073/pnas.1811074116) (PMID:30598434) (PMCID:PMC6329971)

Einsle, J. F. , Eggeman, A. S., Martineau, B. H., Saghi, Z., Collins, S. M., Blukis, R., Bagot, P. A.J., Midgley, P. A. and Harrison, R. J. (2018) Nanomagnetic properties of the meteorite cloudy zone. Proceedings of the National Academy of Sciences of the United States of America, 115(49), E11436-E11445. (doi: 10.1073/pnas.1809378115) (PMID:30446616) (PMCID:PMC6298078)

Lascu, I., Einsle, J. F. , Ball, M. R. and Harrison, R. J. (2018) The vortex state in geologic materials: a micromagnetic perspective. Journal of Geophysical Research: Solid Earth, 123(9), pp. 7285-7304. (doi: 10.1029/2018JB015909)

Loughran, T.H.J. et al. (2018) Design and fabrication of plasmonic cavities for magneto-optical sensing. AIP Advances, 8(5), 055207. (doi: 10.1063/1.5021538)

Weiss, B. P. et al. (2018) Secondary magnetic inclusions in detrital zircons from the Jack Hills, Western Australia, and implications for the origin of the geodynamo. Geology, 46(5), pp. 427-430. (doi: 10.1130/G39938.1)

Krakow, R., Bennett, R. J., Johnstone, D. N., Vukmanovic, Z., Solano-Alvarez, W., Lainé, S. J., Einsle, J. F. , Midgley, P. A., Rae, C. M. F. and Hielscher, R. (2017) On three-dimensional misorientation spaces. Proceedings of the Royal Society of London Series A: Mathematical, Physical and Engineering Sciences, 473(2206), 20170274. (doi: 10.1098/rspa.2017.0274) (PMID:29118660) (PMCID:PMC5666230)

Hodell, D. A. et al. (2017) Anatomy of Heinrich Layer 1 and its role in the last deglaciation. Paleoceanography, 32(3), pp. 284-303. (doi: 10.1002/2016PA003028)

Fu, R. R. et al. (2017) Evaluating the paleomagnetic potential of single zircon crystals using the Bishop Tuff. Earth and Planetary Science Letters, 458, pp. 1-13. (doi: 10.1016/j.epsl.2016.09.038)

Einsle, J. F. , Harrison, R. J., Kasama, T., Conbhuí, P. Ó., Fabian, K., Williams, W., Woodland, L., Fu, R. R., Weiss, B. P. and Midgley, P. A. (2016) Multi-scale three-dimensional characterization of iron particles in dusty olivine: Implications for paleomagnetism of chondritic meteorites. American Mineralogist, 101(9), pp. 2070-2084. (doi: 10.2138/am-2016-5738CCBY)

Einsle, J. F. , Gatel, C., Masseboeuf, A., Cours, R., Bashir, M. A., Gubbins, M., Bowman, R. M. and Snoeck, E. (2015) In situ electron holography of the dynamic magnetic field emanating from a hard-disk drive writer. Nano Research, 8(4), pp. 1241-1249. (doi: 10.1007/s12274-014-0610-0)

Whyte, J.R., McQuaid, R.G.P., Ashcroft, C.M., Einsle, J.F. , Canalias, C., Gruverman, A. and Gregg, J.M. (2014) Sequential injection of domain walls into ferroelectrics at different bias voltages: paving the way for “domain wall memristors”. Journal of Applied Physics, 116(6), 066813. (doi: 10.1063/1.4891347)

Einsle, J. F. , Scheunert, G., Murphy, A., McPhillips, J., Zayats, A. V., Pollard, R. and Bowman, R. M. (2012) Directed self-assembly of nanorod networks: bringing the top down to the bottom up. Nanotechnology, 23(50), 505302. (doi: 10.1088/0957-4484/23/50/505302) (PMID:23183100)

Einsle, J. F. F. , Bouillard, J.-S., Dickson, W. and Zayats, A. V. (2011) Hybrid FIB milling strategy for the fabrication of plasmonic nanostructures on semiconductor substrates. Nanoscale Research Letters, 6(1), 572. (doi: 10.1186/1556-276X-6-572) (PMID:22040004) (PMCID:PMC3234295)

Bouillard, J.-S., Einsle, J. , Dickson, W., Rodrigo, S.G., Carretero-Palacios, S., Martin-Moreno, L., Garcia-Vidal, F.J. and Zayats, A.V. (2010) Optical transmission of periodic annular apertures in metal film on high-refractive index substrate: the role of the nanopillar shape. Applied Physics Letters, 96(20), 201101. (doi: 10.1063/1.3427390)

Conference or Workshop Item

Daly, L. et al. (2022) A Coordinated Approach to Investigate the Heterogeneity of Aqueous Alteration at the Micro-Scale in the Winchcombe Meteorite, a CM Fall. 85th Annual Meeting of The Meteoritical Society, Glasgow, 14-19 August 2022.

Jenkins, L., Lee, M. , Daly, L. , King, A. J., Einsle, J. F. and Salge, T. (2022) Rudashevskyite in the Winchcombe CM Chondrite: A Sulfide from Either Nebular Condensation or Metasomatic Alteration. 85th Annual Meeting of The Meteoritical Society, Glasgow, UK, 14-19 Aug 2022.

Daly, L. et al. (2021) Making the Most out of the Minimum: Atom Probe Tomography’s Role in Characterising Returned Extraterrestrial Samples. Goldschmidt 2021, 4-9 July 2021. (Accepted for Publication)

This list was generated on Tue May 28 22:15:38 2024 BST.

Supervision

  • Bintang, Fakhri
    'Numerical modelling of melting and magmatic differentiation in planetesimals
  • Divers, Matt
    Quantifying the mineralogical controls on precious metal enrichment in the Rum layered intrusion, NW Scotland
  • Gemmell, Chloe
    Caledonian magma genesis and mineralisation: the zircon perspective.
  • MacRae, Careen
    Zircon evidence for deep crustal magma processing during the Late Caledonian
  • Pentland, Kimberley
    Quantifying the mineralogical controls on precious metal enrichment in the Rum layered intrusion, NW Scotland