Eigencuda
Offload Eigen matrix-matrix multiplications to an Nvidia GPU
Multiscale simulations of excitation dynamics in molecular materials for sustainable energy applications
Guiding design of molecular materials for sustainable energy applications hinges on the understanding and control of excitation dynamics in functional nanostructures. Performance in, e.g., organic photovoltaics, photocatalysis, or soft thermoelectrics, is determined by multiple electronic processes, which emerge from interaction between electronic structure and nano- and mesoscale morphology.
Resolving this intimate interplay is crucial but extremely difficult as it requires linking quantum and classical techniques in an accurate and predictive way. In MULTIXMAS, we will develop bottom-up simulations of charge/exciton dynamics in large-scale morphologies.
Hierarchical multiscale structure equilibration of nanomaterial will be combined with excited state electronic structure theory based on Many-Body Green’s Functions, parameter-free electron-dynamics models, and kinetic Monte Carlo. Essential method development is accompanied by the technological challenge of high-performance and high-throughput computing.
As a prototypical system, we study charge generation in low-cost organic photovoltaic cells (OPVCs) for which a breakthrough increase of power conversion efficiency (PCE) from currently ~11% to or above that of conventional silicon-based devices (20%) is required to play a significant role in meeting the growing demand for renewable energy.
Our tools will provide a general framework for multiscale simulations of excitation dynamics in complex molecular systems, with relevance beyond energy-related applications.
Quantum Monte Carlo meets solar energy conversion
Safer batteries with higher energy densities
Accurate and Efficient Computation of the Optical Properties of Nanostructures for Improved Photovoltaics
More efficient lighting and solar energy conversion devices
Studying uncertainties in large eddy simulations of wind farms
New tools for researchers in plasma, combustion and chemical reactor science
Process mining for multi-objective online control
Offload Eigen matrix-matrix multiplications to an Nvidia GPU
Collection of resources to set up GitHub runners on self-hosted infrastructure
VOTCA-XTP is a library which allows you to calculate the electronic properties of organic materials