- 2025
PublicationMachine Learning-Driven First-Principles Modeling of Far-Infrared Materials
Ritwik Das. PhD thesis, Université Paris-Saclay, C2N (CNRS). NNT 2025UPAST100
PhysicsAI/MLBayesian optimizationGaussian processesMachine learningDFT+UHybrid functionalsGWInSbInAsSb alloysHeterointerfacesBand alignmentVirtual crystal approximationAlloysInfrared materialsSemiconductors
- Feb 2023
WritingVirtual crystal approximation (VCA)
Mixing pseudopotentials to run DFT calculations for alloys such as InSb(x)As(1-x) with Quantum ESPRESSO.
PhysicsVirtual crystal approximationAlloysDFTQuantum ESPRESSOPseudopotentialsInSb