SI2-CHE: Collaborative Research: Developing First Principles Monte Carlo Methods for Reactive Phase and Sorption Equilibria in the CP2k Software Suite
Lead Research Organisation:
UNIVERSITY COLLEGE LONDON
Department Name: Chemistry
Abstract
Probing reactive equilibria at the molecular scale and elucidating reaction pathways are enduring and elusive goals in the chemical sciences. Here, we propose to transform the predictive capabilities of a leading first principles code, CP2K, by adding new functionality that will dramatically enhance its ability to predict phase equilibria and extricate detailed molecular insights underlying chemical reactions. The carefully assembled, international team of chemists, chemical engineers and computer scientists has unrivalled experience in developing, optimizing and applying the CP2K code and a proven record of implementing and exploiting novel simulation approaches. Successful implementation will be transformative for understanding and predicting free energy landscapes and product yields for reactive multi-phase systems and for identifying optimal reaction conditions and separation processes for sustainable chemistry.
The call to address grand challenges in the chemical sciences has been identified by EPSRC and NSF as a key, strategic initiative of national importance. The work proposed here underpins all sectors of the chemistry field, and in particular the EPSRC prioritised theme of Catalysis.
The call to address grand challenges in the chemical sciences has been identified by EPSRC and NSF as a key, strategic initiative of national importance. The work proposed here underpins all sectors of the chemistry field, and in particular the EPSRC prioritised theme of Catalysis.
Planned Impact
Beneficiaries of this work include: industries with researchers undertaking any modelling studies
Since CP2K is free to all, improvements to accuracy and the ability to describe weak interactions is relevant for a wide range of fields. For example, polymorphism in the pharmaceutical industry is a key problem and the ability to capture van der Waals forces accurately would be an enabling technological development that will help to predict the most stable form of drugs for more controlled drug delivery. Accuracy in barriers, and the RxFPMC will be essential tools in exploring homogenous and heterogeneous catalytic processes. Relevant sectors include the petrochemical industry e.g. BP, ExxonMobil and Chevron and catalysis marketers such as Johnson Matthey.
Since CP2K is free to all, improvements to accuracy and the ability to describe weak interactions is relevant for a wide range of fields. For example, polymorphism in the pharmaceutical industry is a key problem and the ability to capture van der Waals forces accurately would be an enabling technological development that will help to predict the most stable form of drugs for more controlled drug delivery. Accuracy in barriers, and the RxFPMC will be essential tools in exploring homogenous and heterogeneous catalytic processes. Relevant sectors include the petrochemical industry e.g. BP, ExxonMobil and Chevron and catalysis marketers such as Johnson Matthey.
Publications

Chung Y
(2019)
Advances, Updates, and Analytics for the Computation-Ready, Experimental Metal-Organic Framework Database: CoRE MOF 2019
in Journal of Chemical & Engineering Data

Del Ben M
(2014)
Periodic MP2, RPA, and Boundary Condition Assessment of Hydrogen Ordering in Ice XV.
in The journal of physical chemistry letters

Goel H
(2018)
Predicting vapor liquid equilibria using density functional theory: A case study of argon.
in The Journal of chemical physics

Ling S
(2015)
Unusually Large Band Gap Changes in Breathing Metal-Organic Framework Materials
in The Journal of Physical Chemistry C

Ling S
(2015)
Dynamic Acidity in Defective UiO-66

Ling S
(2016)
Dynamic acidity in defective UiO-66.
in Chemical science


Nanthamathee C
(2014)
Contradistinct Thermoresponsive Behavior of Isostructural MIL-53 Type Metal-Organic Frameworks by Modifying the Framework Inorganic Anion
in Chemistry of Materials


Shephard JJ
(2017)
Is High-Density Amorphous Ice Simply a "Derailed" State along the Ice I to Ice IV Pathway?
in The journal of physical chemistry letters
Description | We have developed basis sets for a wide range of the periodic table. These are now publicly available. |
Exploitation Route | the whole ab-initio modelling community can potentially benefit from this work |
Sectors | Chemicals Electronics Energy Environment Pharmaceuticals and Medical Biotechnology |
Title | Advances, Updates, and Analytics for the Computation-Ready, Experimental Metal-Organic Framework Database: CoRE MOF 2019 |
Description | This is a set of several thousand metal organic framework materials that have been optimised using a high level of theory or prepared so that they may be used for computation straight away. |
Type Of Material | Database/Collection of data |
Year Produced | 2019 |
Provided To Others? | Yes |
Impact | As of today, the database has been cited in excess of 100 times according to Google Scholar |
URL | https://pubs.acs.org/doi/10.1021/acs.jced.9b00835 |