H2020Individual fellowship2021–2023

TRANQUIL · TRANsport with QUantum nuclei in Ionic Liquids

Horizon 2020 — Marie Skłodowska-Curie Actions

Duration
2021-06-01 → 2023-05-31
EU contribution
€203,149
Participants
1
Scheme
MSCA-IF

Lines connect the coordinator with its partners.

Results in brief

TRANsport with QUantum nuclei in Ionic Liquids

Transport phenomena are fundamental and irreversible processes that occur due to the random motion of particles in condensed and gas phases of matter out of equilibrium, according to the second law of thermodynamics. The exchange of quantities such as energy, charge, and mass between different domains of a system is characterised and quantified, in the linear response regime, by transport coefficients, such as thermal and electrical conductivities, diffusivity, etc., which represent the proportionality factor between an external “thermodynamic force” (like a gradient of temperature, electrical potential or concentration) and the induced flux of heat, charge, or particles of a given type. Transport phenomena are ubiquitous in material science and technology, influencing the efficiency of devices, fuel cells, heat exchangers: for instance, in the current quest for solid-state electrolytes for next generation batteries, a tradeoff between the flow of ionic charge - needed for fast charging and large powers - and a safe Joule-heat dissipation must be found to avoid overheating or explosions. The ability to understand, and then tune, materials’ transport properties is thus of paramount importance for next future technological development with vast societal impact. From a more speculative standpoint, transport properties play a crucial role also in planetary science, where they govern the behaviour of materials at the extreme conditions typical of the interior of celestial bodies, allowing to construct evolutionary models of planets able to explain their current characteristics, like their temperature profile, luminosity or electromagnetic fields. Despite their significance in different branches of physical, chemical, and materials sciences, as well as in their applications, our understanding of transport coefficients, including their dependence on microscopic chemical composition, pressure, and temperature, remains incomplete. Moreover, the experimental measurement of transport properties is often challenging for novel materials in the energy and industrial sectors, hazardous substances, or systems in extreme geophysical conditions. Therefore, the development of accurate theories and numerical simulations, that account for the quantum nature of particles and interactions among them, is not only a subject of scientific speculation but also serves a practical purpose in predicting and tailoring properties that would otherwise be inaccessible. This action aimed to achieve fundamental advancements in this research domain, with a specific emphasis on ionic liquids and systems, like superionic materials, characterised by the presence of at least a diffusive species.

Data: CORDIS, © European Union

Project objective

Transport coefficients govern the irreversible flow of extensive, conserved quantities, like mass, momentum, charge and energy. They are fundamental in both science and technology, governing from battery- and fuel-cell-efficiency to the lifecycle of planets. During the last decades, transport coefficients have been successfully extracted from equilibrium molecular dynamics (MD) simulations, according to the Green-Kubo theory of linear response. The theory has been also recently reformulated in ab-initio framework, thanks to the widespread use of density functional theory and new theoretical advancements, like the so-called gauge-invariance principle or novel data-analysis techniques. Despite these great advancements, when light nuclei are present, nuclear quantum effects can arise -like quantum tunnelling and zero-point energy effects-, which are not considered with standard molecular dynamics simulations with classical, point-like nuclei, and may strongly affect transport coefficients. In TRANQUIL we shall employ imaginary-time path integral molecular dynamics techniques to include NQEs in the transport properties of complex ionic liquids, relevant in energy-management technology and planetary science. Machine learning models will be exploited to construct ab-initio accurate force fields for faster MD simulations, as well as to define the atomic properties that are necessary to obtain well-defined microscopic fluxes needed in GK theory, like the dynamical charge or the local energy of each atom. TRANQUIL will also develop new, highly-scalable, and open-source software platform to manage the massively parallel MD simulations required, through the deployment of a targeted secondment. Within TRANQUIL, the experienced researcher will extend his scientific network of collaborations, and learn new leadership skills to boost his career as EU scientist in Condensed Matter theory and reach a full scientific independence.

Original text from CORDIS.

Participants

  • ECOLE POLYTECHNIQUE FEDERALE DE LAUSANNE · LausanneCoordinatorSwitzerland

Links

Data: CORDIS, © European Union