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Yusuf Hamied Department of Chemistry

 

Professor of Chemical Physics

The self-assembly of complex mesoscopic structures, the folding of proteins, and the complicated phenomenology of glasses are all manifestations of the underlying potential energy surface (PES). In each of these fields related ideas have emerged to explain and predict chemical and physical properties in terms of the PES. In studies of clusters and glasses the PES itself is often investigated directly, whereas for proteins and other biomolecules it is also common to define free energy surfaces, as the figure below illustrates for lysozyme.

Applications of energy landscape theory in my group range from studies of tunnelling splitting patterns in small molecules to computer simulation of protein folding and misfolding, including aggregation of misfolded proteins. Other active research topics include global optimisation and investigation of how the thermodynamic and dynamic properties of glasses are related to the underlying PES.

Two recent advances are now providing new insight into larger systems. Discrete path sampling enables dynamical properties to be obtained efficiently, and is being used to calculate folding rates for proteins. Unexpected connections between dynamics and thermodynamics have also been revealed by the application of catastrophe theory to energy landscapes, and new results are now being obtained to characterize phase transitions.

Publications

The Energy Landscape Perspective: Encoding Structure and Function for Biomolecules
K Röder, DJ Wales
– Frontiers in Molecular Biosciences
(2022)
9,
Characterising the area under the curve loss function landscape
MP Niroomand, CT Cafolla, JWR Morgan, DJ Wales
– Machine Learning: Science and Technology
(2022)
3,
015019
Elucidating the solution structure of the K-means cost function using energy landscape theory.
L Dicks, DJ Wales
– Journal of Chemical Physics
(2022)
156,
054109
Rotational Dynamics of Desorption: Methane and Ethane at Stepped and Kinked Platinum Surfaces
SC Matysik, DJ Wales, SJ Jenkins
– Journal of Physical Chemistry C
(2021)
125,
27938
Energy landscapes for a modified repulsive Weeks-Chandler-Andersen potential
A Banerjee, DJ Wales
– Journal of physics. Condensed matter : an Institute of Physics journal
(2021)
34,
034004
The energy landscapes of bidisperse particle assemblies on a sphere
AF Ballard, JR Panter, DJ Wales
– Soft Matter
(2021)
17,
9019
Stochastic paths controlling speed and dissipation
RA Bone, DJ Sharpe, DJ Wales, JR Green
(2021)
Minimal Design Principles for Icosahedral Virus Capsids
M Martín-Bravo, JMG Llorente, J Hernández-Rojas, DJ Wales
– ACS nano
(2021)
15,
14873
Numerical analysis of first-passage processes in finite Markov chains exhibiting metastability.
DJ Sharpe, DJ Wales
– Phys Rev E
(2021)
104,
015301
Graph transformation and shortest paths algorithms for finite Markov chains
DJ Sharpe, DJ Wales
– Physical Review E: Statistical, Nonlinear, and Soft Matter Physics
(2021)
103,
063306
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Research Group

Research Interest Groups

Telephone number

01223 336354

Email address

dw34@cam.ac.uk