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Non-equilibrium thermodynamics: from chemical reactions to machine learning

Event description

This "Non-equilibrium thermodynamics” workshop is sponsored by the RSC Statistical Mechanics and Thermodynamics group and by the Higgs Centre for Theoretical Physics.

It is tailored to bring together early career researchers (post-docs and junior group leaders) working on statistical mechanics and thermodynamics.

To celebrate the recent Nobel prize in physics, we will have a session on statistical mechanics of machine learning, where we will invite researchers interested in the fundamental understanding of machine learning and applications to biophysics. We will also have sessions on non-equilibrium thermodynamics, chemical reactions and molecular motors.

At this event, we will be giving two awards:

  • the Ruth Lynden-Bell prize for best PhD thesis to Dr Emanuele Penocchio.
  • the Early Career prize to Dr Sarah Loos.

Confirmed speakers:
Elisabeth Agoritsas (Geneva)
Ginestra Bianconi (QMUL)
Franesco Cagnetta (EPFL)
Roberto Covino (Goethe University Frankfurt)
Matteo DeGiacomi (Edinburgh)
Luigi Del Debbio (Edinburgh)
Sarah Loos (Cambridge)
James McDonagh (Redx Pharma)
Emanuele Penocchio (Northwestern)
Shuntaro Amano(Strasbourg)

To create a sense of community we are also planning open discussions and Q&A sessions to discuss the future of these emerging fields.

Registration is now open! (see registration link bottom right)


All participants in HCTP activities are expected to show respect and courtesy to others throughout the duration of an event, including at social events. We draw the participants’ attention to the HCTP Code of Conduct


Timetable

See the full timetable on Indico

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Non-equilibrium thermodynamics: from chemical reactions to machine learning

Venues

Higgs Centre Seminar Room, JCMB (Find us on campus maps)
The Higgs Centre for Theoretical Physics
School of Physics and Astronomy
James Clerk Maxwell Building, 4305
Peter Guthrie Tait Road
Edinburgh
EH9 3FD
UK

Organisers

  • Fausto Martelli
    (
    • IBM
    )
  • Antonia Mey
    (
    • University of Edinburgh
    )
  • Davide Michieletto
    (
    • University of Edinburgh
    )

Key speakers

  • Elisabeth AGORITSAS (Geneva)
  • Shuntaro AMANO (Strasbourg)
  • Ginestra BIANCONI (QMUL)
  • Francesco CAGNETTA (EPFL)
  • Roberto COVINO (Goethe University Frankfurt)
  • Matteo DEGIACOMI (Edinburgh)
  • Luigi DEL DEBBIO (Edinburgh)
  • Sarah LOOS (Cambridge)
  • James MCDONAGH (Redx Pharma)
  • Emanuele PENOCCHIO (Northwestern)

Resources