@article{gu2025family,
  title={A family of graph GOSPA metrics for graphs with different sizes},
  author={Gu, Jinhao and Garc{\'i}a-Fern{\'a}ndez, {\'A}ngel F and Firth, Robert E and Svensson, Lennart},
  journal={arXiv preprint arXiv:2506.17316},
  year={2025}
}

@inproceedings{gu2025graph,
  title={Graph GOSPA similarity function for Gaussian process regression on graphs},
  author={Gu, Jinhao and Garc{\'i}a-Fern{\'a}ndez, {\'A}ngel F and Firth, Robert E},
  booktitle={2025 33rd European Signal Processing Conference (EUSIPCO)},
  pages={2387--2391},
  year={2025},
  organization={IEEE}
}

@article{gu2024graph,
  title={Graph GOSPA metric: a metric to measure the discrepancy between graphs of different sizes},
  author={Gu, Jinhao and Garc{\'i}a-Fern{\'a}ndez, {\'A}ngel F and Firth, Robert E and Svensson, Lennart},
  journal={IEEE Transactions on Signal Processing},
  volume={72},
  pages={4037--4049},
  year={2024},
  publisher={IEEE}
}

@article{firth2024hybrid,
  title={A Hybrid Approach for Information Extraction and Expert Action Recommendation using Fine-Tuned Base Models, Large Language Models and Knowledge Graphs},
  author={Firth, Robert E},
  journal={arXiv preprint},
  year={2024}
}

@article{firth2019legalops,
  title={LegalOps: A Summarization Corpus of Legal Opinions},
  author={Firth, Robert E},
  journal={arXiv preprint},
  year={2020}
}

@article{vincenzi2019spectrophotometric,
  title={Spectrophotometric templates for core-collapse supernovae and their application in simulations of time-domain surveys},
  author={Vincenzi, M and Sullivan, M and Firth, RE and Guti{\'e}rrez, CP and Frohmaier, C and Smith, M and Angus, C and Nichol, RC},
  journal={Monthly Notices of the Royal Astronomical Society},
  volume={489},
  number={4},
  pages={5802--5821},
  year={2019},
  publisher={Oxford University Press}
}

@article{firth2019automatic,
  title={Automatic annotation of protein residues in published papers},
  author={Firth, Robert and Talo, Francesco and Venkatesan, Aravind and Mukhopadhyay, Abhik and McEntyre, Johanna and Velankar, Sameer and Morris, Chris},
  journal={Acta Crystallographica Section F},
  volume={75},
  number={11},
  pages={665--672},
  year={2019},
  publisher={International Union of Crystallography}
}

@article{smartt2017kilonova,
  title={A kilonova as the electromagnetic counterpart to a gravitational-wave source},
  author={Smartt, SJ and Chen, T-W and Jerkstrand, A and Coughlin, M and Kankare, E and Sim, SA and Fraser, M and Inserra, C and Maguire, K and Chambers, KC and Firth, RE and others},
  journal={Nature},
  volume={551},
  number={7678},
  pages={75--79},
  year={2017},
  publisher={Nature Publishing Group}
}

@article{marshall2017science,
  title={Science-driven optimization of the LSST observing strategy},
  author={Marshall, Phil and Anguita, Timo and Bianco, Federica B and Bellm, Eric C and Brandt, Niel and Clarkson, Will and Connolly, Andy and Gawiser, Eric and Ivezic, Zeljko and Jones, Lynne and Firth, RE and others},
  journal={arXiv preprint arXiv:1708.04058},
  year={2017}
}

@article{firth2017vizier,
  title={VizieR Online Data Catalog: The rising light curves of Type Ia supernovae (Firth+, 2015)},
  author={Firth, RE and Sullivan, M and Gal-Yam, A and Howell, DA and Maguire, K and Nugent, P and Piro, AL and Baltay, C and Feindt, U and Hadjiyksta, E and others},
  journal={VizieR Online Data Catalog},
  year={2017}
}

@article{angus2017epessto,
  title={ePESSTO spectroscopic classification of optical transients},
  author={Angus, CR and Firth, RE and Frohmaier, C and Smith, M and Dennefeld, M and Barbarino, C and Anderson, J and Inserra, C and Kankare, E and Maguire, K and others},
  journal={The Astronomer's Telegram},
  volume={11069},
  pages={1},
  year={2017}
}

@article{firth2017epessto,
  title={ePESSTO spectroscopic classification of optical transients},
  author={Firth, RE and Angus, C and Frohmaier, C and Dennefeld, M and Anderson, J and Barbarino, C and Inserra, C and Kankare, E and Maguire, K and Smartt, SJ and others},
  journal={The Astronomer's Telegram},
  volume={11055},
  pages={1},
  year={2017}
}

@article{prentice2017epessto,
  title={ePESSTO spectra and ATLAS photometry of SN2017iuk associated with GRB171205A},
  author={Prentice, S and Mazzali, P and Smartt, SJ and Angus, CR and Firth, RE and Frohmaier, C and Smith, M and Barbarino, C and Anderson, J and Dennefeld, M and others},
  journal={The Astronomer's Telegram},
  volume={11060},
  pages={1},
  year={2017}
}

@article{smartt2016search,
  title={A search for an optical counterpart to the gravitational-wave event GW151226},
  author={Smartt, SJ and Chambers, KC and Smith, KW and Huber, ME and Young, DR and Chen, T-W and Inserra, C and Wright, DE and Coughlin, M and Denneau, L and Firth, RE and others},
  journal={The Astrophysical Journal Letters},
  volume={827},
  number={2},
  pages={L40},
  year={2016},
  publisher={The American Astronomical Society}
}

@article{cartier2016early,
  title={Early observations of the nearby Type Ia supernova SN 2015F},
  author={Cartier, R and Sullivan, M and Firth, R and Pignata, G and Mazzali, P and Maguire, K and Childress, MJ and Arcavi, I and Ashall, C and Bassett, B and others},
  journal={Monthly Notices of the Royal Astronomical Society},
  pages={stw2678},
  year={2016},
  publisher={Oxford University Press}
}

@article{frohmaier2016ligo,
  title={LIGO/Virgo G211117: PESSTO classification of MASTER J165420.77-615258},
  author={Frohmaier, C and Dimitriadis, G and Firth, R and Cappellaro, E and Dennefeld, M and Inserra, C and Kankare, E and Maguire, K and Smartt, SJ and Smith, KW and others},
  journal={GRB Coordinates Network},
  volume={18847},
  pages={1},
  year={2016}
}

@article{frohmaier2016ligo2,
  title={LIGO/Virgo G211117: PESSTO classification of Pan-STARRS transients},
  author={Frohmaier, C and Dimitriadis, G and Firth, R and Smartt, SJ and Smith, KW and Young, D and Wright, D and Cappellaro, E and Chambers, KC and Huber, ME and others},
  journal={GRB Coordinates Network},
  volume={18806},
  pages={1},
  year={2016}
}

@article{frohmaier2016descriptive,
  title={A descriptive title},
  author={Frohmaier, C and Dimitriadis, G and Firth, R and Anderson, J and Maguire, K and Manulis, I and Inserra, C and Kankare, E and Smartt, SJ and Smith, KW and others},
  journal={The Astronomer's Telegram},
  volume={8498},
  pages={1},
  year={2016}
}

@article{dimitriadis2016pessto,
  title={PESSTO spectroscopic classification of optical transients},
  author={Dimitriadis, G and Pursiainen, M and Smith, M and Cartier, R and Firth, R and Prajs, S and Chen, T-W and Fraser, M and Inserra, C and Kankare, E and others},
  journal={The Astronomer's Telegram},
  volume={9660},
  pages={1},
  year={2016}
}

@article{prajs2016pessto,
  title={PESSTO spectroscopic classification of optical transients},
  author={Prajs, S and Frohmaier, C and Firth, RE and Cartier, R and Botticella, MT and Galbany, L and Inserra, C and Kankare, E and Maguire, K and Smartt, SJ and others},
  journal={The Astronomer's Telegram},
  volume={9612},
  pages={1},
  year={2016}
}

@phdthesis{firth2016explosions,
  title={Explosions in the sky: the physics of Type Ia Supernovae from large astrophysical datasets},
  author={Firth, Robert},
  year={2016},
  school={University of Southampton}
}

@article{firth2015rising,
  title={The rising light curves of Type Ia supernovae},
  author={Firth, RE and Sullivan, M and Gal-Yam, A and Howell, DA and Maguire, K and Nugent, P and Piro, AL and Baltay, C and Feindt, U and Hadjiyksta, E and others},
  journal={Monthly Notices of the Royal Astronomical Society},
  volume={446},
  number={4},
  pages={3895--3910},
  year={2015},
  publisher={Oxford University Press}
}

@article{fraser2015pessto,
  title={PESSTO spectroscopic classification of optical transients},
  author={Fraser, M and Smith, M and Firth, R and Dimitriadis, G and Frohmaier, C and Cartier, R and Anderson, J and Inserra, C and Maguire, K and Smartt, SJ and others},
  journal={The Astronomer's Telegram},
  volume={7209},
  pages={1},
  year={2015}
}

@article{monard2015supernova,
  title={Supernova 2015F in NGC 2442},
  author={Monard, LAG and Fraser, M and Smith, M and Firth, R and Dimitriadis, G and Frohmaier, C and Cartier, R and Prajs, S and Sullivan, M and Anderson, J and others},
  journal={Central Bureau Electronic Telegrams},
  volume={4081},
  pages={1},
  year={2015}
}

@article{kangas2015supernova,
  title={Supernova 2014eg in ESO 154-G10},
  author={Kangas, T and Mattila, S and Kankare, E and Dimitriadis, G and Smith, M and Firth, R and Galbany, L and Inserra, C and Maguire, K and Smartt, SJ and others},
  journal={Central Bureau Electronic Telegrams},
  volume={4062},
  pages={1},
  year={2015}
}

@article{firth2014pessto,
  title={PESSTO spectroscopic classification of optical transients},
  author={Firth, R and Dimitriadis, G and Smith, M and Elias-Rosa, N and Anderson, J and Inserra, C and Maguire, K and Smartt, SJ and Smith, KW and Sullivan, M and others},
  journal={The Astronomer's Telegram},
  volume={6747},
  pages={1},
  year={2014}
}

@article{kangas2014possible,
  title={Possible supernova in ESO 154-G010 discovered by PESSTO},
  author={Kangas, T and Mattila, S and Kankare, E and Dimitriadis, G and Smith, M and Firth, R and Galbany, L and Inserra, C and Maguire, K and Smartt, SJ and others},
  journal={The Astronomer's Telegram},
  volume={6711},
  pages={1},
  year={2014}
}

@article{dimitriadis2014pessto,
  title={PESSTO spectroscopic classification of optical transients},
  author={Dimitriadis, G and Smith, M and Firth, R and Galbany, L and Inserra, C and Maguire, K and Smartt, SJ and Smith, KW and Sullivan, M and Valenti, S and others},
  journal={The Astronomer's Telegram},
  volume={6706},
  pages={1},
  year={2014}
}