Irene López Gutiérrez, M.Sc.

Technische Universität München

Institut für Informatik
Boltzmannstrasse 3
85748 Garching
Germany

Office: MI 02.05.043
Mail: irene.lopez (at) in.tum.de

Tel: +49-89-289-18636
Fax: +49-89-289-18607
Office Hours: by arrangement

Background

Tutorial: Algorithms for Scientific Computing II - WiSe 2019/2020
Tutorial: Introduction to Quantum Computing - SoSe 2020, WiSe 2020/2021, SoSe 2021, WiSe 2021/2022
Seminar: Advanced Topics of Quantum Computing - SoSe 2020, WiSe 2020/2021, SoSe 2021, WiSe 2021/2022
Tutorial: Tensor Networks - SoSe 2021
Tutorial: Advanced Concepts of Quantum Computing - SoSe 2022

Quantum algorithms for constrained satisfaction problems: for example, how could one solve a Kakuro using a quantum circuit? This project would involve the application of quantum arithmetic operations and autoencoders.

Burak Mete: A Novel Approach for Solving Constrained Optimization Problems with QAOA using Encoders. Master thesis, 2022 more…
Theodora-Augustina Dragan: Quantum Kernels and Applications. Studien thesis, 2022 more…

Amr Ibrahim: Machine Learning Techniques for Simulating Quantum Dynamics. Master thesis, 2021 more…
Burak Mete: Hamiltonian Simulation using Quantum Autoencoders. Studien thesis, 2021 more…
Daniil Teplitskiy: Quantum Process Tomography of Spin Glasses via time-delayed measurements. Bachelor thesis, 2021 more…
Iulia-Otilia Mustea: Quantum dynamics simulations with GPU support. Master thesis, 2021 more…
Johanna Franziska Schinabeck: Classification of Ising Phases for the Purpose of Transfer Learning Using Neural Networks. Bachelor thesis, 2021 more…
Ryan Novak: Transfer Learning in the Context of Quantum Dynamics Simulations. Master thesis, 2021 more…

Irene López Gutiérrez, Christian B. Mendl: Real time evolution with neural-network quantum states [arXiv:1912.08831]
Erickson Tjoa, Irene López Gutiérrez, Allison Sachs, Eduardo Martín-Martínez: What makes a particle detector click [arXiv:2102.05734]
Irene López Gutiérrez, Felix Dietrich, Christian B. Mendl: Quantum Process Tomography of Unitary Maps from Time-Delayed Measurements [arXiv:2112.09021]

Burak Mete; Irene Lopez Gutierrez; Christian B. Mendl: Constrained QAOA using autoencoders. IMPRS Summer School, 2022 more…
Irene Lopez Gutierrez: Quantum Process Tomography from Time-Delayed Measurements. Variational Learning for Quantum Matter, 2022 more…
Irene Lopez Gutierrez: Constrained QAOA with autoencoders. IMPRS Summer School, 2022 more…

Irene Lopez Gutierrez; Felix Dietrich; Christian B. Mendl: Unitary quantum process tomography by time-delayed measurements. APS March Meeting 2021, 2021 more…

Irene Lopez Gutierrez; Christian B. Mendl: Real time evolution with neural network quantum states. APS March Meeting 2020 (virtual contribution), 2020 more…