Research output per year
Research output per year
Personal profile
Research interests
Statistical mechanics of disordered systems (soft materials; rheology, polydispersity effects on phase behaviour; glassy dynamics), statistical inference and learning processes including Gaussian processes, support vector machines, non-parametric Bayesian inference
Research interests (short)
Statistical mechanics of disordered and complex systems; statistical inference and machine learning
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Doctor of Philosophy, University of Edinburgh
Award Date: 1 Jan 1995
Master of Philosophy, University of Cambridge
Award Date: 1 Jan 1992
Fingerprint
Dive into the research topics where Peter Sollich is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
-
Delayed elastic contributions to the viscoelastic response of foams
Lavergne, F. A., Sollich, P. & Trappe, V., 21 Mar 2022, (Accepted/In press) In: The Journal of chemical physics.Research output: Contribution to journal › Article › peer-review
Open AccessFile54 Downloads (Pure) -
Localization properties of the sparse Barrat–Mezard trap model
Tapias, D. & Sollich, P., 14 Apr 2022, (Accepted/In press) In: Physical Review E - Statistical, Nonlinear, and Soft Matter Physics.Research output: Contribution to journal › Article › peer-review
Open AccessFile28 Downloads (Pure) -
Mean field description of aging linear response in athermal amorphous solids
Parley, J. T., Mandal, R. & Sollich, P., 6 May 2022, (Accepted/In press) In: Physical Review Materials.Research output: Contribution to journal › Article › peer-review
Open AccessFile33 Downloads (Pure) -
Mean field theory of yielding under oscillatory shear
Parley, J. T., Sastry, S. & Sollich, P., 13 Apr 2022, (Accepted/In press) In: Physical Review Letters.Research output: Contribution to journal › Article › peer-review
Open AccessFile48 Downloads (Pure) -
Robust prediction of force chains in jammed solids using graph neural networks
Mandal, R., Casert, C. & Sollich, P., Dec 2022, In: Nature Communications. 13, 1, 4424.Research output: Contribution to journal › Article › peer-review
Open Access14 Citations (Scopus)
Projects
- 19 Finished
-
SpeechWave
Cvetkovic, Z. (Primary Investigator) & Sollich, P. (Co-Investigator)
EPSRC Engineering and Physical Sciences Research Council
1/03/2018 → 30/09/2022
Project: Research
-
A framework for quantum neural networks based on dissipative quantum systems: from fundamental concepts to implementations with atoms and photons
Sollich, P. (Primary Investigator)
1/01/2018 → 31/12/2020
Project: Research
-
Robust Speech Recognition: A High-Dimensional Paradigm
Cvetkovic, Z. (Primary Investigator) & Sollich, P. (Co-Investigator)
4/01/2016 → 3/01/2019
Project: Research
-
Characterising the hierarchy of cells by statisticalphysics
Sollich, P. (Primary Investigator)
1/10/2015 → 30/09/2017
Project: Research
-
Robust Speech Recognition: A High-Dimensional Paradigm
Cvetkovic, Z. (Primary Investigator) & Sollich, P. (Co-Investigator)
1/11/2014 → 31/10/2017
Project: Research
Activities
-
at STATPHYS23 (triannual major statistical physics meeting), Genoa
Sollich, P. (Keynote/plenary speaker)
Jul 2007 → …Activity: Participating in or organising an event › Participation in conference
-
American Physical Society March Meeting, Los Angeles: `Models of tensorial rheology of disordered soft materials
Sollich, P. (Keynote/plenary speaker)
Mar 2005 → …Activity: Participating in or organising an event › Participation in conference
-
course at Theoretical physics school `From elasticity to plastic flow in condensed media', Les Houches (France), `Glassy rheology of complex fluids
Sollich, P. (Keynote/plenary speaker)
Feb 2003 → …Activity: Participating in or organising an event › Participation in conference
-
Organized European Science Foundation SPHINX network workshop meeting on Glassy behaviour of kinetically constrained models, Barcelona,
Sollich, P. (Organiser)
Mar 2001 → …Activity: Participating in or organising an event › Participation in conference
-
IEEE Transactions on Systems, Man and Cybernetics (Journal)
Sollich, P. (Editor)
2001 → …Activity: Publication peer-review and editorial work › Publication peer-review