PHYMOL
Financiado
Physics, Accuracy and Machine Learning: Towards the next-generation of Molecular...
Physics, Accuracy and Machine Learning: Towards the next-generation of Molecular Potentials
Weak intermolecular interactions are the driving force of relevant processes including protein folding, charge transfer through solid state junctions in solar cells and collisions in interstellar gas clouds. Understanding the natu...
Weak intermolecular interactions are the driving force of relevant processes including protein folding, charge transfer through solid state junctions in solar cells and collisions in interstellar gas clouds. Understanding the nature of these forces is essential to achieve better control and optimization of these processes. Nowadays, modelling has become an essential tool for unravelling experiments and aiding materials design. However, the accurate description of weak interactions is plenty of challenges for many theoretical approaches. Atomistic simulations can help decipher the mechanisms underlying complex processes nonetheless precise molecular potentials are required to achieve a quantitative and qualitative description of these physical-chemical processes. Despite the importance of this field, there is, at present, no systematic and comprehensive training in this subject, particularly in the fundamentals of the theory, method development, techniques to rigorously test the theory using experimental data, and the creation of new models using detailed physical understanding combined with machine-learning. The PHYMOL network aims to fill in this fill this gap by bringing together a group of experts in the field of chemical physics, intermolecular interactions, simulation and machine-learning with several industrial and academic partners. This program will exploit the synergies between an accurate description of intermolecular interactions and the use of machine learning techniques towards the generation of new molecular potentials. Combining scientific investigation with an intensive training program PHYMOL will help shape a new generation of researchers with the capability of developing accurate molecular potentials impacting a broad range of applications.
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Duración del proyecto: 47 meses
Fecha Inicio: 2023-02-01
Fecha Fin: 2027-01-31
Fecha Fin: 2027-01-31
Línea de financiación: concedida
El organismo HORIZON EUROPE notifico la concesión del proyecto el día 2023-02-01
Línea de financiación objetivo
El proyecto se financió a través de la siguiente ayuda:
HORIZON-MSCA-2021-DN-01-01:
MSCA Doctoral Networks 2021
Cerrada
hace 3 años
Líder del proyecto
UNIWERSYTET MIKOLAJA KOPERNIKA W TORUNIU
No se ha especificado una descripción o un objeto social para esta compañía.
Perfil tecnológico
TRL
4-5
Perfil tecnológico
TRL
4-5