2024
- Machine Learning Potentials with Long Range Interaction. Masterarbeit, 2024 mehr…
- Comparing Different Decomposition Methods to Approximate the Exponential Sum Bath Correlation Function. Bachelorarbeit, 2024 mehr…
- Towards Geometric Neural Wave-Functions. Masterarbeit, 2024 mehr…
- Creating a Quantum Analogue to an Arbitrary Classical Elementary Cellular Automaton. Masterarbeit, 2024 mehr…
- A Riemannian Approach to the Lindbladian Dynamics of a Locally Purified Tensor Network. Masterarbeit, 2024 mehr…
- Quantum Circuit Compilation for Circuit Cutting. Bachelorarbeit, 2024 mehr…
- Implementation of Sparse Tensor Networks Based on Quantum Number Conservation. Bachelorarbeit, 2024 mehr…
- Optimal Construction of Matrix Product Operators and Tree Tensor Network Operators. Studienarbeit, 2024 mehr…
- Investigation of the controlled bond expansion time-dependent variational principle for open quantum systems. Studienarbeit, 2024 mehr…
- A Stochastic Tensor Network Approach for Non-Markovian Dissipative Dynamics of Quantum Impurity Models. Bachelorarbeit, 2024 mehr…
- Mapping Quantum Circuits to Multiple Unrelated Backends. Bachelorarbeit, 2024 mehr…
- Decomposition Methods for Tensor Networks. Bachelorarbeit, 2024 mehr…
2023
- Hybrid tensor network contraction methods for quantum supremacy circuits. Studienarbeit, 2023 mehr…
- Quantum Algorithms for Constraint Satisfaction Problems. Bachelorarbeit, 2023 mehr…
- Quantum Informed Optimization Algorithms. Masterarbeit, 2023 mehr…
- Benchmarking a Tensor Network Algorithm for the HOPS-Method to Simulate Open non-Markovian Quantum Sytems. Bachelorarbeit, 2023 mehr…
- On the Architecture-Aware Synthesis of Pauli Polynomials. Masterarbeit, 2023 mehr…
- High Performance Contraction of Brickwall Quantum Circuits for Riemannian Optimization. Masterarbeit, 2023 mehr…
- High Performance Contraction of Brickwall Quantum Circuits for Riemannian Optimization. Studienarbeit, 2023 mehr…
- Implementation of a Classical Simulation of Quantum Cellular Automata on 1-D Lattices and using it to Improve the Tensor Network Algorithm TDVP. Studienarbeit, 2023 mehr…
- Using the Time Dependent Variational Principle for Tree Tensor Networks to Simulate Single-Qubit Quantum Error Correction. Masterarbeit, 2023 mehr…
- MPI-Parallelization for QAOA in Hybrid Quantum Computing Architectures. Masterarbeit, 2023 mehr…
- Transpose-Free Contraction of Complex Tensors. Bachelorarbeit, 2023 mehr…
- On the Optimal Linear Contraction Order of Tree Tensor Networks, and Beyond. Masterarbeit, 2023 mehr…
- Simplification of Complete Equational Theories for Quantum Circuits With and Without Ancillae. Masterarbeit, 2023 mehr…
- Optimization of the Hamiltonian Formulation for the Capacitated Vehicle Routing Problem. Masterarbeit, 2023 mehr…
- Machine learning potentials using higher order interactions. Masterarbeit, 2023 mehr…
2022
- A Stochastic Tensor Network Method for Simulating Open Quantum Systems. Masterarbeit, 2022 mehr…
- Deep Generative Modelling of Microscopy Image Data. Masterarbeit, 2022 mehr…
- Quantum Simulation Algorithms for Condensed Matter Physics Systems. Bachelorarbeit, 2022 mehr…
- Classical Optimization of Quantum Simulation Circuits. Studienarbeit, 2022 mehr…
- A Novel Approach for Solving Constrained Optimization Problems with QAOA using Encoders. Masterarbeit, 2022 mehr…
- Canonicalization of Loop-free Tensor Networks. Masterarbeit, 2022 mehr…
- Introduction to Recommender Systems and their Applications. Bachelorarbeit, 2022 mehr…
- Sign Language Translation on Mobile Devices. Masterarbeit, 2022 mehr…
- Uncovering potential losses using knowledge graph embeddings and link prediction. Masterarbeit, 2022 mehr…
- Cleaning and Repairing Time Series Data. Masterarbeit, 2022 mehr…
- Courant-Friedrichs-Lewy Type Conditions For Approximating Quantum Dynamics On A Digital Quantum Computer. Masterarbeit, 2022 mehr…
- Sign Language Recognition from a webcam video stream. Masterarbeit, 2022 mehr…
- Learning Aerosol Features From Image Data. Projektarbeit, 2022 mehr…
- A Comparative Analysis of Classical and Quantum Machine Learning Methods for Time-series Crop Parcel Reflectance Data from SENTINEL-2-Satellites. Masterarbeit, 2022 mehr…
- Characteristics of Quantum Architectures in Reinforcement Learning Applications. Masterarbeit, 2022 mehr…
- Quantum Kernels and Applications. Studienarbeit, 2022 mehr…
- Unsupervised learning models for anomaly detection in manufacturing industries. Masterarbeit, 2022 mehr…
- Constructing Transformations Between Pre-trained Neural Networks. Masterarbeit, 2022 mehr…
- Light Microscopy Image Segmentation using Gaussian Processes. Bachelorarbeit, 2022 mehr…
2021
- Hybrid Classical-Quantum Approaches for Anomaly Detection. Masterarbeit, 2021 mehr…
- Machine Learning Techniques for Simulating Quantum Dynamics. Masterarbeit, 2021 mehr…
- Hand pose estimation and gesture detection from webcam images. Masterarbeit, 2021 mehr…
- Classical Reinforcement Learning using Quantum Algorithms. Bachelorarbeit, 2021 mehr…
- Hamiltonian Simulation using Quantum Autoencoders. Studienarbeit, 2021 mehr…
- Data Preprocessing for Sign Language Detection with Machine Learning Models. Bachelorarbeit, 2021 mehr…
- Quantum Process Tomography of Spin Glasses via time-delayed measurements. Bachelorarbeit, 2021 mehr…
- Geometric Harmonics and Laplacian Pyramids. Bachelorarbeit, 2021 mehr…
- Approximation of Linear Operators with Neural Networks. Masterarbeit, 2021 mehr…
- Optimization of Quantum Circuits using Diagrammatic Calculi. Studienarbeit, 2021 mehr…
- Neural Networks Solving Linear Systems. Bachelorarbeit, 2021 mehr…
- Quantum dynamics simulations with GPU support. Masterarbeit, 2021 mehr…
- Light Microscopy Image Analysis using Neural Networks. Masterarbeit, 2021 mehr…
- Classification of Ising Phases for the Purpose of Transfer Learning Using Neural Networks. Bachelorarbeit, 2021 mehr…
- Dual Unitary Gates for Digital Quantum Circuits. Masterarbeit, 2021 mehr…
- Linear Cryptanalysis on Quantum Systems. Bachelorarbeit, 2021 mehr…
- Pose Estimation and Analysis for American Football Videos. Masterarbeit, 2021 mehr…
- Transport of Discontinuous Densities with Artificial Neural Networks. Bachelorarbeit, 2021 mehr…
- Simulation of Quantum Circuits with Tree Tensor Networks. Masterarbeit, 2021 mehr…
- High-resolution quantum GANs: Technical advancements and use case in energy economics. Masterarbeit, 2021 mehr…
- Dual-, Ternary- and (∆ + 1)-Unitaries. Masterarbeit, 2021 mehr…
- Solving Matching Problems with Quantum Annealing. Bachelorarbeit, 2021 mehr…
- Transfer Learning in the Context of Quantum Dynamics Simulations. Masterarbeit, 2021 mehr…
- Quantum Generative Models. Studienarbeit, 2021 mehr…
- Adversarial Attacks on Gaussian Processes. , 2021 mehr…
- Scalable Manifold Learning through Landmark Diffusion. Bachelorarbeit, 2021 mehr…
- Quantum and Classical Generative Modeling for Quantum States Preparation. Masterarbeit, 2021 mehr…