Completed Theses

• Software-Entwicklung für Automobil-Test-Automatisierung und Tooling Anwendungen im Bereich Fahrer-Assistenzsyteme
  IP: dated 05/2022, Supervisor: Alessio Gagliardi, Felix Mayr
• Quantum Dot Property Prediction Using Bayesian Neural Networks
  IP: dated 04/2022, Supervisor: Alessio Gagliardi, Ioannis Kouroudis
• Machine Learning aided time series prediction for calcium concentration in cells
  BA: dated 03/2022, Supervisor: Alessio Gagliardi, Ioannis Kouroudis
• Feature dimensionality reduction of organic molecule representations for Machine Learning applications
  BA: dated 03/2022, Supervisor: Alessio Gagliardi, Michael Rinderle
• Prediction of Properties of Rubber Compounds in Tire Industry by Machine Learning Models
  FP: dated 02/2022, Supervisor: Alessio Gagliardi, Ioannis Kouroudis
• Erstellung und Entwicklung einer webbasierten Software zur Auswertung von UV/VIS-Messdaten von Mikroplatten-Readern
  IP: dated 02/2022, Supervisor: Alessio Gagliardi, Felix Mayr
• A differentiable framework for surrogate models of periodic systems in PyTorch
  BA: dated 02/2022, Supervisor: Alessio Gagliardi, Ioannis Kouroudis
• Computing Charge Transfer Integrals for Polymers - Using Fragment Orbital Density Functional Theory
  MA: dated 11/2021, Supervisor: Alessio Gagliardi, Michael Rinderle
• Testautomatisierung für Fahrer-Assistenzsysteme (Python Dev, API, GUI)
  IP: dated 10/2021, Supervisor: Alessio Gagliardi, Felix Mayr
• Creation and Benchmarking of a customized TorchANI model
  Machine Learning Energy Potentials and Molecular Dynamics
  BA: dated 09/2021, Supervisor: Alessio Gagliardi, Felix Mayr
• Compute the Electronic Coupling of Organic Semiconductor Molecules using Constrained Density Functional Theory
  BA: dated 06/2021, Supervisor: Alessio Gagliardi, Michael Rinderle
• DFT-based computation of the transfer integral between organic semiconductor molecules
  BA: dated 05/2021, Supervisor: Alessio Gagliardi, Felix Mayr
• Calculation of Electrostatic Interactions in 2D Slab Geometries via MMM2D
  BA: dated 03/2021, Supervisor: Alessio Gagliardi, Manuel Gößwein
• Transition Metal Perovskites as Bifunctional ORR and OER Electrocatalysts Screened by DFT and Machine Learning
  MA: dated 02/2021, Supervisor: Alessio Gagliardi, Felix Mayr
• Machine Learning for the Investigation of 2D-perovskite Energy Band Gaps
  MA: dated 01/2021, Supervisor: Alessio Gagliardi, Felix Mayr
• Simulation of Electrostatic Interactions via Particle-Particle Particle-Mesh and Ewald Summation
  BA: dated 11/2020, Supervisor: Alessio Gagliardi, Manuel Gößwein
• Kinetic Monte Carlo Simulation of the Organic-Aqueous Electrolyte Interface
  A first step towards elucidating charge transfer mechanisms
  MA: dated 01/2020, Supervisor: Alessio Gagliardi, Waldemar Kaiser, Marlon Rück
• Simulation of Core-Shell Nanowires for Thermoelectric Applications
  MA: dated 01/2020, Supervisor: Alessio Gagliardi, Waldemar Kaiser
• Comparison of Machine Learning Algorithms for IoT Applications on Low Power Microcontrollers
  BA: dated 12/2019, Supervisor: Alessio Gagliardi, Michael Rinderle
• Kinetic Monte Carlo Simulation of the Organic/Aqueous Electrolyte Interface: A first step towards elucidating charge transfer mechanisms
  MA: dated 11/2019, Supervisor: Alessio Gagliardi, Marlon Rück
• Kinetic Monte Carlo Simlation for Oxygen Reduction Reaction in Proton-Exchange Membrane Fuel Cells
  MA: dated 10/2019, Supervisor: Alessio Gagliardi, Marlon Rück
• Kinetic Monte Carlo Simulation of Filament Formation in Memristive Devices
  MA: dated 08/2019, Supervisor: Alessio Gagliardi, Michael Rinderle
• A Kinetic Monte Carlo Model for the Oxygen Reduction Reaction in Proton-Exchange Membrane Fuel Cells
  FP: dated 04/2019, Supervisor: Alessio Gagliardi, Marlon Rück
• Simulation of Core-Shell Nanowires
  FP: dated 04/2019, Supervisor: Alessio Gagliardi, Waldemar Kaiser
• Injection Models for Kinetic Monte Carlo modelling of Bulk-Heterojunction Organic Solar Cells
  FP: dated 03/2019, Supervisor: Alessio Gagliardi, Waldemar Kaiser
• Modelling of Recombination Losses in Organic Solar Cells
  BA: dated 03/2019, Supervisor: Alessio Gagliardi, Waldemar Kaiser
• Industrial placement at OPV applications, Merck
  FP: dated 11/2018, Supervisor: Alessio Gagliardi
• Semi-automatic solution for photoelectric-sensor testing-rail
  IP: dated 10/2018, Supervisor: Alessio Gagliardi
• Simulation of Core-Shell Nanowires
  FP: dated 10/2018, Supervisor: Alessio Gagliardi, Waldemar Kaiser
• Kinetic Monte Carlo Modeling of Exciton Dynamics in Organic Solar Cells
  MA: dated 09/2018, Supervisor: Alessio Gagliardi
• Machine Learning Bandgaps of Inorganic Lead-Free Mixed Halide Perovskites for Photovoltaic Applications
  MA: dated 09/2018, Supervisor: Alessio Gagliardi, Aliaksandr Bandarenka
• Multiscale Modelling of Charge Transport in Organic Semiconductors Utilizing the Concept of Machine Learning
  MA: dated 06/2018, Supervisor: Alessio Gagliardi, Alexander Holleitner
• Research Internship Report on Contact Models for Organic Solar Cells
  FP: dated 03/2018, Supervisor: Alessio Gagliardi, Waldemar Kaiser
• Polymer Chains in Kinetic Monte Carlo Simulation
  BA: dated 11/2017, Supervisor: Alessio Gagliardi, Aliaksandr Bandarenka
• MOVPE Growth and Characterization of GaInAsSb for the Integration in 4-Junction Solar Cells
  MA: dated 11/2017, Supervisor: David Lackner EFTH, Alessio Gagliardi
• Mapping of Trap Densities in Pentacene through Modelling and Simulation of 2D-Resistive Network
  FP: dated 08/2017, Supervisor: Alessio Gagliardi, Mohammed Darwish
• Charge Carrier Transport in Organic Semiconductor Devices: Establishing a Connection between kinetic Monte Carlo and Drift Diffusion Models
  BA: dated 03/2017, Supervisor: Alessio Gagliardi, Tim Albes
• Mapping of Trap Densities in Pentacene through Modelling and Simulation of 2D-Resistive Network
  BA: dated 03/2017, Supervisor: Alessio Gagliardi, Mohammed Darwish
• Modeling and Simulation of the Organophosphonate Molecules on Silicon/Aluminium Oxide Substrate by Use of the DFT
  BA: dated 10/2016, Supervisor: Alessio Gagliardi, Mohammed Darwish
• Visualization of Local Current Densities in Bulk-Heterojunction Organic Solar Cells
  BA: dated 06/2016, Supervisor: Alessio Gagliardi, Tim Albes
• Statistical Evaluation of Charge Carrier Dynamics in Organic Solar Cells
  BA: dated 06/2016, Supervisor: Alessio Gagliardi, Tim Albes
• Mesh Processing of Complex Morphologies in Solar Cells for Finite Element Simulation
  MA: dated 11/2015, Supervisor: Alessio Gagliardi
• Quantum Transport through monolayer of organophosphonate molecules on silicon/silicon oxide substrates
  MA: dated 07/2015, Supervisor: Alessio Gagliardi
• Validierungstests einer Motorsteuerung
  IP: dated 02/2015, Supervisor: Alessio Gagliardi, Stephan Huber
• Study on Perovskite Photodiodes
  IP: dated 12/2014, Supervisor: Alessio Gagliardi, Aldo Di Carlo
• Kinetic Monte Carlo Modelling of Bulk-Heterojunction Organic Solar Cells
  DA: dated 05/2014, Supervisor: Alessio Gagliardi