PHYS05 - Materials modelling using ab-initio electronic structure calculations
Submitting Institution
University of YorkUnit of Assessment
PhysicsSummary Impact Type
EconomicResearch Subject Area(s)
Physical Sciences: Atomic, Molecular, Nuclear, Particle and Plasma Physics
Chemical Sciences: Theoretical and Computational Chemistry
Summary of the impact
A computer program, CASTEP, has been developed to use quantum mechanics
to calculate the structure and properties of materials. The code is
distributed commercially via Accelrys Inc. with sales, for example, in the
automotive, electronics and pharmaceutical industries in excess of £1m per
year since 1998, accelerating to over £2.5m per year recently and total
sales (late 2012) exceeding $30m. Commercial applications include
designing new battery materials and electrodes to improve the performance
of electric cars (Toyota), integrating organic electronic materials for
light-weight flexible displays (Sony), and developing new catalysts for
hydrogen-powered fuel cells (Johnson-Matthey).
Underpinning research
CASTEP is a robust and accurate, general-purpose materials modelling code
built upon the Density Functional Theory (DFT) version of quantum
mechanics. DFT was conceived in the 1960s, though the theoretical
framework is still being actively developed, with important recent
contributions by academic staff at York (Professor Rex Godby and Dr Matt
Probert). The seminal CASTEP paper was published in 2002 [1] and Dr
Probert and Dr Phil Hasnip from Physics, York are co-authors describing
the development of the code.
CASTEP can be used to predict the properties of any material using the
power of quantum mechanics, and also to support experimental studies of
materials and processes by helping with the interpretation of experiments,
offering a unique `atom by atom' perspective. Sample published results
using the code for commercially important developments have been reported
in the open literature [2 - 3], but much industrial work is
commercial-in-confidence.
The underlying research and development of CASTEP began in 1999 with a
core team of UK academics — the CASTEP Developers Group (CDG) — and
continues to date. Probert and Hasnip are founding members of the CDG.
Probert joined the York Physics Department in 2000 and leads the York
contribution, which is responsible for the calculation of the groundstate
wavefunction, molecular dynamics and structure optimisation. Hasnip moved
to York in 2005 and works for Probert as a PDRA. The first complete
version of CASTEP was released in 2002, and there have been new releases
annually since then, with each new release incorporating new science
capabilities and calculation speed increases. The functionality developed
at York is fundamental to every CASTEP-based study.
The CDG currently comprises six academics: Probert (York), Hasnip (York),
Clark (Durham), Pickard (UCL), Refson (STFC), Yates (Oxford) and their
associated research groups. Each member of the core team is responsible
for writing and developing specific areas of functionality: Hasnip's
primary area is the calculation of the groundstate wavefunction, and
Probert's is molecular dynamics and structure optimisation.
In total, the York contribution to CASTEP amounts to more than 1/3 of the
core of the code (both in terms of Probert and Hasnip having written more
than 1/3 of the `lines of code' and in terms of core functionality)
providing key features that are needed by all users of the code. This core
functionality includes finding the ground state energy and wavefunction of
the system, and then using this to find the most stable arrangement of the
atoms within the material. This is the essential first step in any
CASTEP-based study. The core CASTEP functionality is summarised in ref
[5]. The York contribution underpins the more advanced functionality, such
as the calculation of the electronic band structure (using concepts
developed at York), the phonon dispersion, and many experimentally
important spectra such as Nuclear Magnetic Resonance (NMR), Electron
Paramagnetic Resonance (EPR), Electron Energy Loss Spectoscopy (EELS), and
Raman spectroscopy.
The York team have also developed new algorithms (along with rigorous
theoretical proofs of correctness) that have been implemented to add extra
functionality to CASTEP. Examples include Langevin NPT molecular dynamics
[6] and a real-space genetic algorithm for crystal structure prediction
[7]. This functionality is used to simulate the finite temperature
properties of the material (Langevin NPT) and in finding new catalyst
structures using a genetic algorithm. Recently, Hasnip has developed a
novel approach to electronic energy minimization which is faster and more
robust, based upon mapping the charge density to an equivalent bosonic
system (paper under peer-review).
Probert has supervised five postgraduate research students and two PDRAs
since 2000 all of whom have contributed to the development of CASTEP,
either as collaborators in the development of new functionality and/or as
users of the code. Most of the functionality developed has been
incorporated into the commercially available code, whilst the remainder is
available for independent download as an add-on via the group website (http://www.cmt.york.ac.uk/cmd )
or the CASTEP website ( http://www.castep.org).
Through internal funding and by application to UK research council
funding, three successive Beowulf computer clusters have been installed at
York over the period 2002 - 12. These provided local high level computing
facilities enabling testing of code relevant to the development of the
CASTEP code, particularly the optimisation of parallelisation procedures.
Collaboration between the research groups of Godby and Probert and input
from an EU network on theoretical spectroscopy co-ordinated by Godby has
provided further impetus to CASTEP development. There have also been a
number of developments by the CDG in supporting industrial and other users
of the CASTEP code, such as the establishment of a community mailing list
and forum, web sites, and a number of training workshops attended by York
staff (most recently in Oxford (2013, 2009), Frankfurt (2012) and Delhi
(2011)).
References to the research
The following are key peer-reviewed references, that describe either the
CASTEP code, or the fundamental theory that underlies it and its
applications:
[1] M D Segall, P L D Lindan, M J Probert, C J Pickard, P J Hasnip, S J
Clark, M C Payne J Phys. Cond Matt 14 (2002) 2717-43.
"First principles simulation: ideas, illustrations and the CASTEP code".
DOI: 10.1088/0953-8984/14/11/301: [3397 citations]
[2] F. Von Wrochem, D. Gao, F. Scholz, H-G Nothofer, G. Nelles and J.M.
Wessels, Nature Nanotech 5 (2010) 618. "Efficient
electronic coupling and improved stability with dithiocarbamate-based
molecular junctions" [Sony] DOI: 10.1038/nnano.2010.119 [32 citations]
[3] X. Wang et al Nature Materials 8 (2009) 76. "A
metal-free polymeric photocatalyst for hydrogen production from water
under visible light" DOI: 10.1038/nmat2317 [568 citations]
[4] S. J. Clark, M. D. Segall, C. J. Pickard, P. J. Hasnip, M. J.
Probert, K. Refson, M. C. Payne Zeitschrift für Kristallographie 220
(2005) 567 "First principles methods using CASTEP" DOI:
10.1524/zkri.220.5.567.65075 [1450 citations]
[5] V.Milman, K. Refson, S.J. Clark, C.J. Pickard, J.R. Yates, S-P. Gao,
P.J. Hasnip, M.I.J. Probert, A.Perlov and M.D. Segall, J. Mol. Struc:
THEOCHEM (2010) "Electron and vibrational spectroscopies using DFT,
plane waves and pseudopotentials: CASTEP implementation" DOI:
10.1016/j.theochem.2009.12.040 [24 citations]
[6] D. Quigley and M I J Probert J. Chem. Phys. 120
(2004) 11432 "Langevin dynamics in constant pressure extended systems"
DOI: 10.1063/1.1755657 [27 citations]
[7] N L Abraham and M I J Probert, Phys. Rev. B 73 (2006)
224104 ": A periodic genetic algorithm with real-space representation for
crystal structure and polymorph prediction" DOI:
10.1103/PhysRevB.73.224104; N L Abraham and M I J Probert, Phys. Rev.
B 77 (2008) 134117 "Improved real-space genetic algorithm
for crystal structure and polymorph prediction" DOI:
10.1103/PhysRevB.77.134117 [53+15 citations]
All citation data from Scopus, 14/11/2013
Details of the impact
The CASTEP material modelling software developed by York academic Dr Matt
Probert and colleagues is a commercial software package to undertake
density functional theory (DFT) quantum mechanical simulations. CASTEP is
marketed by Accelrys Inc and used by over 830 different companies
(including Boeing, Johnson Matthey, Dupont, Toyota, General Motors and
Unilever) and has generated over $30m sales since 2002. Accelrys is a
leading scientific research and development software and service company,
and is based in San Diego with European headquarters in Cambridge. It has
an established position in the field of materials modelling and simulation
currently based around the Materials Studio application, which includes
CASTEP as a separately licensed component.
One customer is the Japanese car manufacturer Toyota, which has used the
CASTEP code for a number of projects, which can be evidenced by a number
of patent applications. They use CASTEP to predict the properties of any
material using the power of quantum mechanics, and also to support
experimental studies of materials and processes by helping with the
interpretation of experiments, offering a unique `atom by atom'
perspective on what is happening. As an example, Toyota used CASTEP to
develop new ceramic catalysts for exhaust gas purification [i]. The same
car manufacturer has now used CASTEP to design improved lithium-hydride
batteries for electric and hybrid vehicles [ii]. The development of
efficient energy-storage batteries for electric and hybrid vehicles forms
a major part of the international response to global warming and the move
away from oil as an energy source. Many companies worldwide have used
CASTEP to develop new battery materials over a number of years as part of
this effort.
A different energy-based commercial application of CASTEP is the
screening of potential fuel cell materials by Johnson Matthey [iii]. Fuel
cells could play a key role in a future "hydrogen economy" replacing the
internal combustion engine as the power source in vehicles. The key idea
is to carry hydrogen as a fuel, and in the fuel cell to combine this with
oxygen from the air, to generate energy (electricity) and have water as
the only waste product. A related topic is the green generation of
hydrogen to power these fuel cells, for which CASTEP has also been used
(ref 4 above).
A different commercial application using CASTEP is work by Sony to
develop light-weight flexible computer screen displays [iv] which was
reported at an Accelrys User Group conference.
CASTEP is widely used within many materials-based industries — see http://accelrys.com/products/materials-studio/modules/CASTEP.html
for a commercial overview. This can also be seen in the wide range of
companies that cite CASTEP in their patent applications — over 100 patent
applications by 2013 - of which over 50 have already been granted. These
include companies such as Semiconducting Energy Lab Co, Canon, Fuji,
Institut Francais du Pétrole, Toyota, etc. Of these, 75 have been filed
since 2008.
The $30m sales figures are confirmed in a letter-of-support received in
November 2012 from Accelrys. A commercial-in-confidence presentation to
the CDG revealed a more detailed breakdown of the sales figures by sector
(64% of sales to commercial organisations and 8% to Government
organisations with the remainder purchased by academic users). Within the
commercial organisations the largest customer group is the automotive
industry, followed by the electronics industry. Ted Pawela, Senior
Director of Materials Science Product Marketing wrote "The quantum
mechanics expertise and software provided to us by the CASTEP Developers
Group enable us to provide more complete and valuable software solutions
to our customers. Globally, we now have 830 unique customers who use
this software, including such marquis companies as The Boeing Company,
Johnson Matthey, Dupont, Toyota, General Motors, and Unilever. Sales
revenue for the CASTEP software now exceeds $30,000,000. These
statistics provide clear evidence of the importance of CASTEP to
materials related product innovation, ...."
Sources to corroborate the impact
A letter-of-support from Accelrys Inc confirms the commercial value of
CASTEP to Accelrys (> $30m) and the range of industrial users that
benefit from CASTEP.
Examples of CASTEP-based patent applications show two automotive uses of
CASTEP: for developing new catalysts for vehicle exhausts, and new solid
battery electrolytes:
[i] Patent EP1243329A1 "Ceramic body and ceramic catalyst body" (issued
2008);
[ii] Patent EP2555307 "Sulfide solid electrolyte material, battery and
method for producing sulphide solid electrolyte material" (filed 2010)
An example of a CASTEP-based industrial research by Johnson-Matthey which
shows the value of CASTEP in computationally screening potential fuel cell
materials prior to experimental testing:
[iii] J. Gavartin, M. Sarwar et al, ECS Transactions, 25
(2009) 1335 "Exploring Fuel Cell Cathode Materials: A High Throughput
Calculation Approach" [DOI: 10.1149/1.3210689].
An examples of a CASTEP-based presentations by industrial users which
discusses the use of CASTEP by Sony in developing materials for new
light-weight flexible computer screen displays: [iv] Accelrys European
User Group 2011
http://accelrys.com/events/ugms/2011/europe/abstracts.html#fw