Pierre-Aurelien Gilliot
PhD Student
Current Appointments:
Previous Appointments:
Education:
M.Eng. École Polytechnique, 2019
Twitter: @PierreAurelien3
GitHub: PAgilliot
Interests: synthetic biology, genetic circuits, machine learning, probabilistic modelling
Biography
Student at the EPSRC/BBSRC Synthetic Biology Centre for Doctoral Training with a background in Mathematics, Pierre is interested in applying modern statistical techniques to describe and design DNA sequences with bespoke properties. Like Jennifer Lawrence or Lambert Wilson, Pierre is a Leo with Sagittarius rising, meaning he’s naturally enthusiastic and optimistic. When he’s not in the lab, he can usually be found playing the violin, trying to replicate a Tasty recipe or sipping a pumpkin spice latte while reading some Beauvoir. Favourite quote is “Live Laugh Love”.
Pre-prints
Transfer learning for cross-context prediction of protein expression from 5'UTR sequence
Gilliot P.A., Gorochowski T.E.
bioRxiv, 2023. (DOI: 10.1101/2023.03.31.535140)
All publications
Effective design and inference for cell sorting and sequencing based massively parallel reporter assays
Gilliot P.A., Gorochowski T.E.
Bioinformatics , btad277, 2023.
Design and analysis of massively parallel reporter assays using FORECAST
Gilliot P.A., Gorochowski T.E.
In: Selvarajoo K. (eds) Computational Biology and Machine Learning for Metabolic Engineering and Synthetic Biology 2553, 41-56, 2023.
Sequencing enabling design and learning in synthetic biology
Gilliot P.A., Gorochowski T.E.
Current Opinion in Chemical Biology 58, 54-62, 2020.
Current Appointments:
Previous Appointments:
Education:
M.Eng. École Polytechnique, 2019
Twitter: @PierreAurelien3
GitHub: PAgilliot
Interests: synthetic biology, genetic circuits, machine learning, probabilistic modelling
Student at the EPSRC/BBSRC Synthetic Biology Centre for Doctoral Training with a background in Mathematics, Pierre is interested in applying modern statistical techniques to describe and design DNA sequences with bespoke properties. Like Jennifer Lawrence or Lambert Wilson, Pierre is a Leo with Sagittarius rising, meaning he’s naturally enthusiastic and optimistic. When he’s not in the lab, he can usually be found playing the violin, trying to replicate a Tasty recipe or sipping a pumpkin spice latte while reading some Beauvoir. Favourite quote is “Live Laugh Love”.
Transfer learning for cross-context prediction of protein expression from 5'UTR sequence
Gilliot P.A., Gorochowski T.E.
bioRxiv, 2023. (DOI: 10.1101/2023.03.31.535140)
Effective design and inference for cell sorting and sequencing based massively parallel reporter assays
Gilliot P.A., Gorochowski T.E.
Bioinformatics , btad277, 2023.
Design and analysis of massively parallel reporter assays using FORECAST
Gilliot P.A., Gorochowski T.E.
In: Selvarajoo K. (eds) Computational Biology and Machine Learning for Metabolic Engineering and Synthetic Biology 2553, 41-56, 2023.
Sequencing enabling design and learning in synthetic biology
Gilliot P.A., Gorochowski T.E.
Current Opinion in Chemical Biology 58, 54-62, 2020.