Doctoral Researchers

  2. MUDS
  3. Members
  4. Doctoral Researchers

Doctoral Researchers at MUDS

Kenan Ahmic
DLR

Contacts

Kenan Ahmic
German Aerospace Center (DLR)

Project: Multi-Agent AI-Based Learning for Cooperative Trajectory Control of Robotic Electric Vehicles

Domain: Robotics

Class of 2021

Supervisors

Darius Burschka, TUM

Johann Bals/Jonathan Brembeck, DLR

E-mail

Elisabeth Ailer
Helmholtz Munich

Contacts

Elisabeth Ailer
Helmholtz Munich

Project: Estimating causal effects in consequential decisions

Domain: Biomedicine

Class of 2020

Supervisors

Niki Kilbertus, Helmholtz Munich

Mathias Drton, TUM

E-mail

Ayshan Aliyeva
Helmholtz Munich

Contacts

Ayshan Aliyeva
Helmholtz Munich

Project title: Investigating the gene regulatory context of stress and psychiatric disorders

Domain: Biomedicine

Class of 2024

Supervisors:

Na Cai , Helmholtz Munich

Francesco Paolo Casale , Helmholtz Munich

E-Mail

Yang An
Helmholtz Munich

Contact

Yang An
Helmholtz Munich

Project title: Computer-aided chimeric antigen receptor design

Domain: Biomedicine

Class of 2022

Supervisors:

Benjamin Schubert, Helmholtz Munich

Elizabeth Wood, JURA Bio Inc.

 

 

E-mail

Ana Luiza de Santana Villasboas Arruda
Helmholtz Munich

Contact

Ana Luiza de Santana Villasboas Arruda
Helmholtz Munich

Project title: Understanding multimorbidity with big data in genomics

Domain: Biomedicine

Class of 2020

Supervisors:

Eleftheria Zeggini, Helmholtz Munich

Arthur Gilly, Helmholtz Munich

E-Mail

Mojtaba Bahrami
Helmholtz Munich

Contacts

Mojtaba Bahrami
Helmholtz Munich

Project: A deep cell oracle model and applications to perturbation assays

Domain: Biomedicine

Class of 2023

Supervisor

Fabian Theis, Helmholtz Munich

 

E-Mail

Nikita Basargin
DLR

Contact

Nikita Basargin
German Aerospace Center (DLR)

Project: "Multidimensional SAR Data Tensor
Decomposition and Regression for Bio- and Geophysical Parameter Estimation"

Domain: Earth observation

Class of 2021

Supervisors:

 

Irena Hajnsek,  DLR

Senthold Asseng, TUM

E-Mail

Sören Becker
Helmholtz Munich

Contacts

Sören Becker
Helmholtz Munich

Project title: Causal discovery in high-dimensional single cell genomics

Domain: Biomedicine

Class of 2021

Supervisors

Niki Kilbertus , H.AI / Helmholtz Munich

Fabian Theis, Helmholtz Munich

E-Mail

Valentina Belyaeva
Helmholtz Munich

Contacts

Valentina Belyaeva
Helmholtz Munich

Project: Single-cell reference-based analysis of targeted sequencing data of pulmonary fibrosis

Domain: Biomedicine

Class of 2023

Supervisors

Malte Lücken, Helmholtz Munich

Herbert Schiller, Helmholtz Munich

Cosmin Bercea
Helmholtz Munich

Contact

Cosmin Bercea
Helmholtz Munich

Project: Interpretable Machine Learning in Medical Image Analysis

Domain: Biomedicine

Class of 2020

Supervisors:

Julia Schnabel, TUM/Helmholtz Munich

Daniel Rückert, TUM

E-Mail

Tobias Bernecker
Helmholtz Munich

Contact

Tobias Bernecker
Helmholtz Munich

Project: Advancing Machine Learning Algorithms for Biomarker Detection via Multi-Omic Network Inference and Embedding

Domain: Biomedicine

Class of 2022

Supervisors

Annalisa Marsico, Helmholtz Munich

Erika von Mutius, LMU

E-mail

Sebastian Birk
Helmholtz Munich

Contact

Sebastian Birk
Helmholtz Munich

Project: Translating host-pathogen interactions to the clinic with Artificial Intelligence

Domain: Biomedicine

Class of 2021

Supervisors

Fabian Theis, Helmholtz Munich

Michael Hoelscher, LMU

E-mail

Maria Bordukova
Helmholtz Munich/Roche

Contact

Maria Bordukova
Helmholtz Munich/Roche

Project: Digital Twin AI-Models for Empowering Decision Making in Cancer Immunotherapy Clinical Trials

Domain: Biomedicine

Class of 2022

Supervisors

Michael Menden, Helmholtz Munich

Fabian Schmich, Roche

E-mail

Ali Oğuz Can
Helmholtz Munich

Contacts

Ali Oğuz Can
Helmholtz Munich

Project:Machine learning methods to infer nuclear function and gene expression dynamics from combined high-throughput fluorescent microscopy and single-cell transcriptomics

Domain: Biomedicine

Class of 2024

Supervisor

Fabian Theis, Helmholtz Munich

Nicolas Battich, Helmholtz Munich

E-Mail

Giulia Cantini
Helmholtz Munich

Contact

Giulia Cantini
Helmholtz Munich

Project: Predicting the fate of T-cells with machine learning models of post-transcriptional gene regulation

Domain: Biomedicine

Class of 2021

Supervisors

Annalisa Marsico, Helmholtz Munich

Vigo Heissmeyer, LMU/Helmholtz Munich

E-Mail

Alejandra Castelblanco
Helmholtz Munich

Contact

Alejandra Castelblanco
Helmholtz Munich

Project: Development of an AI-based Non-Invasive Sensor for Neonatal Care

Domain: Biomedicine

Class of 2020

Supervisors:

Benjamin Schubert, HMGU

Anne Hilgendorff , LMU

E-Mail

Muhammet Celik
Helmholtz Munich

Contact

Muhammet Celik
Helmholtz Munich

Project title: Computational reconstruction of cell-cell communication from single-cell multi-omic and spatial transcriptomic data

Domain: Biomedicine

Class of 2022

Supervisors

Maria Colomé-Tatché, LMU / Helmholtz Munich

Oliver Weigert, LMU

 

E-mail

Shubham Kumar Chaudhary
Helmholtz Munich

Contact

Shubham Kumar Chaudhary
Helmholtz Munich

Project: Machine Learning tools to enhance the genetic studies of human disease

Domain: Biomedicine

Class of 2021

Supervisors

Paolo Casale, Helmholtz Munich

Eleftheria Zeggini , TUM/Helmholtz Munich

E-mail

Codrut Diaconu
DLR

Contact

Codrut Diaconu
German Aerospace Center (DLR)

Project: Robust Deep Learning Models in Earth Observation

Domain: Earth Observation

Class of 2021

Supervisor

Stephan Günnemann, TUM

E-mail

Tamina Dietl
Helmholtz Munich

Contacts

Tamina Dietl
Helmholtz Munich

Project title: Dissecting epigenome evolution in primates using single-cell multiomics

Domain: Biomedicine

Class of 2024

Supervisors:

Boyan Bonev, Helmholtz Munich

Maria Colomé-Tatché, Helmholtz Munich

E-Mail

Vladana Djakovic
LMU

Contacts

Vladana Djakovic
Ludwig Maximilian University of Munich (LMU)

Project title: The cellular, transcriptional and epigenetic clock of the aging heart

Domain: Biomedicine

Class of 2024

Supervisors:

Matthias Heinig, Helmholtz Munich

Daniel Reichart, LMU

E-Mail

Sugandha Doda
DLR

Contact

Sugandha Doda
German Aerospace Center (DLR)

Project: Towards high resolution population density estimation from Earth Observation data

Domain: Earth observation

Class of 2019

Supervisors

Xiaoxiang Zhu, TUM
Yuanyuan Wang, DLR

E-mail

Felix Drost
Helmholtz Munich

Contact

Felix Drost
Helmholtz Munich

Project: Dissecting the T cell Receptor-Epitope Landscape through Semisupervised Deep Learning

Domain: Biomedicine

Class of 2020

Supervisors

Benjamin Schubert, Helmholtz Munich

Kilian Schober, TUM

E-mail

Hannah Eichhorn
Helmholtz Munich

Contacts

Hannah Eichhorn
Helmholtz Munich

Project title: Deep learning for reconstruction of multi-parametric magnetic resonance brain imaging

Domain: Biomedicine

Class of 2022

Supervisors

 

Julia Schnabel, Helmholtz Munich

Christine Preibisch , TUM

E-Mail

Walid Durani
LMU

Contact

Walid Durani
Ludwig Maximilian University of Munich (LMU)

Project title: Robust Mixed-type Clustering Methods for Complex Diseases

Domain: Biomedicine

Class of 2021

Supervisors

Christian Böhm, LMU

Nikola Müller, Helmholtz Munich

E-mail

Vladyslav Fediukov
TUM

Contact

Vladyslav Fediukov
Technische Universität München (TUM)

Project title: Terramechanics data analysis and model synthesis for rover locomotion applications

Domain: Robotics

Class of 2020

Supervisors:

Hans-Joachim Bungartz, TUM

Johann Bals, DLR

E-Mail

Jianxiang Feng
DLR

Contact

Jianxiang Feng
German Aerospace Center (DLR)

Project title: SeBa - Semi-supervised Bayesian Learning for Robotic Perception Tasks

Domain: Robotics

Class of 2019

Supervisors

Rudolph Triebel, DLR

Stephan Günnemann, TUM

E-Mail

Samuele Firmani
Helmholtz Munich

Contacts

Samuele Firmani
Helmholtz Munich

Project title: Deep learning on graphs for disease-causing gene and drug effect predictions in viral infections

Domain: Biomedicine

Class of 2021

Supervisors

Annalisa Marsico, Helmholtz Munich

Andreas Pichlmair, TUM

E-Mail

Constantin Gahr
IPP

Contact

Constantin Gahr
Max Planck Institute for Plasma Physics (IPP)

Project title: Scientific Machine Learning in Fusion Research

Domain: Plasma physics

Class of 2020

Supervisors:

Frank Jenko, IPP

Hans-Joachim Bungartz, TUM

E-Mail

Simon Geisler
TUM

Contact

Simon Geisler
Technical University of Munich (TUM)

Project title: SeBa - Semi-supervised Bayesian Learning for Robotic Perception Tasks

Domain: Robotics

Class of 2019

Supervisors:

Stephan Günnemann, TUM

Rudolph Triebel, DLR

E-Mail

Xenofon Giannoulis
Helmholtz Munich

Contact

Xenofon Giannoulis
Helmholtz Munich

Project title: Gene Environment interactions in complex traits

Domain: Biomedicine

Class of 2020

Supervisors:

Eleftheria Zeggini , Helmholtz Munich

Na Cai , Helmholtz Munich

E-Mail

Robin Greif
IPP

Contact

Robin Greif
Max Planck Institute for Plasma Physics (IPP)

Project title: Viability of Neural Network-based Predictor-Corrector Schemes for Plasma Turbulence Simulations in Tokamak Fusion Reactors

Domain: Plasma physics

Class of 2019

Supervisors:

Frank Jenko, IPP

Nils Thuerey, TUM

E-Mail

Alexander Guy
Helmholtz Munich

Contacts

Alexander Guy
Helmholtz Munich

Project title: Translating host-pathogen interactions to the clinic with artificial intelligence

Domain: Biomedicine

Class of 2021

Supervisors

Carlos Talavera Lopez, Helmholtz Munich

Fabian Theis, Helmholtz Munich / Michael Hölscher, LMU

E-Mail

Patrick Hanel
Helmholtz Munich

Contact

Patrick Hanel
Helmholtz Munich

Project title: Leveraging single-cell multi-omics integration to identify signatures of ageing and chronic disease

Domain: Biomedicine

Class of 2020

Supervisors:

Maria Colomé-Tatché, Helmholtz Munich

Celia Martinez-Jimenez, Helmholtz Munich

E-Mail

Katharina Hechinger
LMU

Contact

Katharina Hechinger
Ludwig Maximilian University of Munich (LMU)

Project title: From Large Scale Earth Observation Data to Urban Climate Zones

Domain: Earth observation

Class of 2020

Supervisors:

Göran Kauermann, LMU

Xiaoxiang Zhu, TUM

Barbara Höllbacher
Helmholtz Munich

Contact

Barbara Höllbacher
Helmholtz Munich

Project title: Learning the gene regulatory code of glucocorticoid response

Domain: Biomedicine

Class of 2019

Supervisors:

Matthias Heinig, Helmholtz Munich

Henriette Uhlenhaut, Helmholtz Munich

E-Mail

Eva Holtkamp
TUM / Helmholtz Munich

Contacts

Eva Holtkamp
Technical University of Munich (TUM) / Helmholtz Munich

Project title: Unraveling rare variant effects on complex traits using population-scale biobank data and machine learning

Domain: Biomedicine

Class of 2022

Supervisors

Julien Gagneur, TUM / Helmholtz Munich

Fabian Theis, Helmholtz Munich

E-Mail

Marc Horlacher
Helmholtz Munich

Contact

Marc Horlacher
Helmholtz Munich

Project title: Predicting Type 2 Diabetes risk from transgenerational epigenomic and transcriptomic data

Domain: Biomedicine

Class of 2019

Supervisors

Annalisa Marsico, Helmholtz Munich

Johannes Beckers, Helmholtz Munich

E-Mail

Karin Hrovatin
Helmholtz Munich

Contact

Karin Hrovatin
Helmholtz Munich

Project title: Computational analysis and modelling of beta-cell fate in diabetes

Domain: Biomedicine

Class of 2020

Supervisors

Fabian Theis, Helmholtz Munich / TUM

Heiko Lickert , Helmholtz Munich

LinkedIn

Salome Kazeminia
Helmholtz Munich

Contacts

Salome Kazeminia
Helmholtz Munich

Project title: Low dimensional embeddings of single cell image data for patient classification and mapping disease trajectories

Domain: Biomedicine.

Class of 2021

Supervisors

Carsten Marr, Helmholtz Munich

Bastian Rieck, Helmholtz Munich

 

E-Mail

Valentin Koch
Helmholtz Munich

Contacts

Valentin Koch
Helmholtz Munich

Project title: AI based analytics for intravascular optical coherence tomography

Domain: Biomedicine

Class of 2021

Supervisors

Carsten Marr, Helmholtz Munich

Julia Schnabel, Helmholtz Munich

E-Mail

Christoph Koller
DLR

Contact

Christoph Koller
German Aerospace Center (DLR)

Project title: Large Scale Earth Observation to Local Climate Zones

Domain: Earth Observation

Class of 2020

Supervisors

Xiaoxiang Zhu, TUM

Göran Kauermann, LMU

E-Mail

Robert Köberl
IPP

Contacts

Robert Köberl
Max Planck Institute for Plasma Physics (IPP)

Project title: Physics-informed uncertainty quantification in 3D plasma equilibrium computations

Supervisors

Christopher Albert, IPP

Hans-Joachim Bungart, TUM

E-Mail

Lorenz Lamm
Helmholtz Munich

Contact

Lorenz Lamm
Helmholtz Munich

Project title: Realizing Visual Proteomics: A Deep Learning Toolbox for the Analysis of Cryo-Electron Tomograms

Domain: Biomedicine

Class of 2020

Supervisors

Tingying Peng, Helmholtz Munich

Ben Engel, Helmholtz Munich

E-Mail

Christopher Lance
Helmholtz Munich / LMU

Contact

Christopher Lance
Helmholtz Munich / Ludwig Maximilian University of Munich

Project title: Decoding transcriptional landscapes in patients with very early onset inflammatory bowel diseases

Domain: Biomedicine

Class of 2020

Supervisors

Fabian Theis, Helmholtz Munich

Daniel Kotlarz, LMU

Cedric Leonard
DLR

Contacts

Cedric Leonard
German Aerospace Center (DLR)

Project: Learned on-board data compression for Synthetic Aperture Radar

Domain: Earth Observation

Class of 2022

Supervisors

Martin J. Schulz, TUM

 

E-Mail

Shubhankar Londhe
TUM / Helmholtz Munich

Contacts

Shubhankar Londhe
Technical University of Munich (TUM) / Helmholtz Munich

Project title: Uncovering genetic architecture of complex traits using population-scale biobank data and machine learning

Domain: Biomedicine

Class of 2022

Supervisors

Julien Gagneur, TUM

E-Mail

Hugo Loureiro
Helmholtz Munich/Roche

Contact

Hugo Loureiro
Helmholtz Munich / Roche Diagnostics GmbH

Project title: Real-world data analysis to support precision medicine in oncology

Domain: Biomedicine

Class of 2019

Supervisors

Fabian Theis, Helmholtz Munich

Narges Ahmidi, Helmholtz Munich / Anna Bauer-Mehren, Roche

 

 

 

Jiaqi Lu
Helmholtz Munich

Contacts

Jiaqi Lu
Helmholtz Munich

Project: Causal modeling to reconstruct gene regulatory networks from single-cell CRISPR data

Domain: Biomedicine

Class of 2023

Supervisors

Matthias Heinig, Helmholtz Munich

Niki Kilbertus, Helmholtz Munich

E-Mail

Benedikt Mairhörmann
Doctoral Researcher MUDS

Contact

Benedikt Mairhörmann
Helmholtz Munich

Project title: Revealing yeast cell size control strategies using high-throughput live-cell imaging and automated, deep-learning based image analysis

Domain: Biomedicine

Class of 2020

Supervisors:

Pascal Falter-Braun, Helmholtz Munich / LMU

Kurt Schmoller, Helmholtz Munich

E-Mail

Laura Martens
Helmholtz Munich / TUM

Contact

Laura Martens
Helmholtz Munich / Technical University of Munich (TUM)

Project title: Unraveling the gene regulatory code using single-cell multi-omic data

Domain: Biomedicine

Class of 2020

Supervisors

Julien Gagneur, TUM / Helmholtz Munich

Fabian Theis, Helmholtz Munich

E-Mail

Zahra Mir
Helmholtz Munich

Contacts

Zahra Mir
Helmholtz Munich

Project: Machine Learning-based RNA design for the development of efficient mRNA therapeutics

Domain: Biomedicine

Class of 2023

Supervisors

Annalisa Marsico, Helmholtz Munich

Christian Plank, TUM

E-Mail

Svitlana Oleshko
Helmholtz Munich / Boehringer Ingelheim

Contact

Svitlana Oleshko
Helmholtz Munich / Boehringer Ingelheim Pharma GmbH

Project title: Multi-modal data integration in the central nervous system landscape

Domain: Biomedicine

Class of 2020

Supervisors

Annalisa Marsico, Helmholtz Munich

Matthias Heinig, Helmholtz Munich / Sergio Picart-Armada, Boehringer Ingelheim

E-Mail

Giovanni Palla
Helmholtz Munich

Contact

Giovanni Palla
Helmholtz Munich

Project title: Generative models for single cell omics data

Domain: Biomedicine

Class of 2019

Supervisors

Fabian Theis, Helmholtz Munich

Heiko Lickert, Helmholtz Munich

Shrey Parikh
Helmholtz Munich

Contacts

Shrey Parikh
Helmholtz Munich

Project: Computational biology of single cell genomics for cancer research

Domain: Biomedicine

Class of 2023

Supervisor

Fabian Theis, Helmholtz Munich

 

E-Mail

Daniel Racek
LMU

Contacts

Daniel Racek
Ludwig Maximilian University of Munich (LMU)

Project title: Conflict Research using Remote Sensing Earth Observation Data

Domain: Earth observation

Class of 2021

Supervisors

Göran Kauermann, LMU

Xiaoxiang Zhu, DLR

E-Mail

Florin Ratajczak
Helmholtz Munich

Contacts

Florin Ratajczak
Helmholtz Munich

Project: Identification of Core Genes for Common Complex Diseases using Network-Based Deep Learning

Domain: Biomedicine

Class of 2021

Supervisors

Pascal Falter-Braun, Helmholtz Munich

Matthias Heinig, Helmholtz Munich

E-Mail

Kislaya Ravi

Contact

Kislaya Ravi
Technical University of Munich (TUM)

Project title: Integrated Data Analysis 2.0

Domain: Plasma physics

Class of 2019

Supervisors

Hans-Joachim Bungartz, TUM

Frank Jenko, IPP

E-Mail

Ghalia Rehawi
Helmholtz Munich

Contact

Ghalia Rehawi
Helmholtz Munich

Project title: Understanding the heterogeneous effects of SARS-CoV-2 infections in the human population by defining individual molecular fitness patterns based on multi-level-data

Domain: Biomedicine

Class of 2021

Supervisors

Annalisa Marsico, Helmholtz Munich

Janine Knauer-Arloth , Helmholtz Munich

E-Mail

Sabrina Richter
Helmholtz Munich

Contact

Sabrina Richter
Helmholtz Munich

Project title: Transfering scRNA-Seq analysis methods to single cell

Domain: Biomedicine

Class 2020

Supervisors

Fabian Theis, Helmholtz Munich

Matthias Mann, MPI

E-Mail

Till Richter
Helmholtz Munich

Contacts

Till Richter
Helmholtz Munich

Project: Causal cell dynamics

Domain: Biomedicine

Class of 2021

Supervisors

Fabian Theis, Helmholtz Munich

Niki Kilbertus, Helmholtz Munich / H.AI

Yoshua Bengio, MILA

E-Mail

Alice Saparov
TUM / Helmholtz Munich

Contacts

Alice Saparov
Technical University of Munich (TUM) / Helmholtz Munich

Project title: Multi-omics diagnostics for rare movement disorders / Genomic data analysis

Domain: Biomedicine

Class of 2024

Supervisors

Julien Gagneur, TUM / Helmholtz Munich

Michael Zech, Helmholtz Munich

E-Mail

Patrick Schwehn
Helmholtz Munich

Contact

Patrick Schwehn
Helmholtz Munich

Project title: Estimation Of Translational Efficiency With Convolutional Neural Networks

Domain: Biomedicine

Class of 2019

Supervisors

Pascal Falter-Braun, Helmholtz Munich

Korbinian Schneeberger, LMU

Annalisa Marsico, Helmholtz Munich

E-Mail

Daniel Sens
Helmholtz Munich

Contacts

Daniel Sens
Helmholtz Munich

Project title: Machine learning methods for the joint analysis of neuroimaging and genetic data

Domain: Biomedicine

Class of 2022

Supervisors

Paolo Casale, Helmholtz Munich

Julia Schnabel, Helmoltz Munich

E-Mail

Sayedali Shetab Boushehri
Helmholtz Munich/Roche

Contact

Sayedali Shetab Boushehri
Helmholtz Munich / Roche Diagnostics GmbH

Project title: Lab of the future: Using AI to transform antibody development

Domain: Biomedicine

Class of 2019

Supervisors

Fabian Theis, Helmholtz Munich

Carsten Marr, Helmholtz Munich

Fabian Schmich, Roche

E-Mail

Liubov Shilova
Helmholtz Munich

Contacts

Liubov Shilova
Helmholtz Munich

Project: Integration of clinical, genetic nad imaging data for longitudinal predictions

Domain: Biomedicine

Class of 2023

Supervisors

Bjoern Eskofier, FAU Erlangen-Nürnberg

Paolo Casale, Helmholtz Munich

E-Mail

Archit Singh
Helmholtz Munich

Contacts

Archit Singh
Helmholtz Munich

Project: Integrative analysis of the genome, proteome and metabolome with imaging data in Type-2-diabetes (T2D) and its complications

Domain: Biomedicine

Class of 2023

Supervisors

Eleftheria Zeggini, Helmholtz Munich

Matthias Heinig, Helmholtz Munich

E-Mail

Veronika Spieker
Helmholtz Munich

Contacts

Veronika Spieker
Helmholtz Munich

Project: Physics-Based Machine Learning for Motion Correction in Abdominal MRI

Domain: Biomedicine

Class of 2021

Supervisors

Julia Schnabel, Helmholtz Munich/TUM

Dimitrios Karampinos , TUM

E-Mail

Mara Stadler
Helmholtz Munich

Contact

Mara Stadler
Helmholtz Munich

Project title: EpiDecoder - A Computational Framework for Breaking the Epigenetic Code

Domain: Biomedicine

Class of 2020

Supervisors

Christian L. Müller, Helmholtz Munich, LMU

Till Bartke, Helmholtz Munich

E-Mail

Viola Steidl
TUM

Contact

Viola Steidl
Technical University of Munich (TUM)

Project title: Physics-aware Machine Learning for Earth Observation

Domain: Earth Observation

Class of 2022

Supervisors:

Xiaoxiang Zhu , TUM

Jonathan Bamber, Univ. of Bristol

E-Mail

Marco Stock
Helmholtz Munich

Contact

Marco Stock
Helmholtz Munich

Project title: Erase and rewind: reprogramming cell type identity

Domain: Biomedicine

Class of 2020

Supervisors

Antonio Scialdone, Helmholtz Munich

Maria Colomé-Tatché, Helmholtz Munich

 

E-Mail

Andreina Tirabassi
Helmholtz Munich

Contacts

Andreina Tirabassi
Helmholtz Munich

Project: Machine learning-based function prediction of IncRNAs and IncRNA-protein interactions in cancer

Domain: Biomedicine

Class of 2023

Supervisors

Annalisa Marsico Helmoltz Munich

Stefan Engelhardt TUM

Ronald Rad TUM

E-Mail

Aysim Toker
TUM

Contact

Aysim Toker
Technical University of Munich (TUM)

Project: Deep Learning Meets Sequence Analysis in Remote Sensing

Domain: Earth observation

Class of 2019

Supervisors

Laura Leal-Taixe, TUM

Xiaoxiang Zhu, TUM

Korbinian Träuble
Helmholtz Munich / Roche

Contacts

Korbinian Träuble
Helmholtz Munich / Roche Diagnostics GmbH

Project: Prediction of atherosclerosis using single cell RNA sequencing of atherosclerotic plaque from the arteries and immune cells in the bloodstream

Domain: Biomedicine

Class of 2023

Supervisors

Matthias Heinig, Helmholtz Munich

Peter Kastner, Roche

E-Mail

Manuel Tran
Helmholtz Munich / Roche

Contacts

Manuel Tran
Helmholtz Munich / Roche Diagnostics GmbH

Project title: From digital pathology to multi-modal analysis: Using machine learning to generate valuable insights

Domain: Biomedicine

Class of 2022

Supervisors

Tingying Peng , Helmholtz Munich

Fabian Theis, Helmholtz Munich

Eldad Klaiman / Amal Lahiani , Roche

E-Mail

Tim Treis
Helmholtz Munich

Contacts

Tim Treis
Helmholtz Munich

Project: Machine-learning methods for large-scale spatial omics data

Domain: Biomedicine

Class of 2022

Supervisor

Fabian Theis, Helmholtz Munich

 

E-Mail

Harika Ürel
Helmholtz Munich

Contacts

Harika Ürel
Helmholtz Munich

Project: Genomic sensing of airborne pathogens

Domain: Biomedicine

Class of 2022

Supervisors

Lara Urban, Helmholtz Munich

Xiaoxiang Zhu, DLR

Clara Vetter
Technical University of Munich

Contacts

Clara Vetter
Technical University of Munich (TUM)

Project: Multimodal machine learning for neuroimaging in precision psychiatry

Domain: Biomedicine

Class of 2022
E-Mail

Oleg Vlasovetc
Helmholtz Munich

Contacts

Oleg Vlasovetc
Helmholtz Munich

Project title: MicroEnv – deciphering environmental effects on gut microbial ecosystems with high-dimensional statistical and deep learning techniques

Domain: Biomedicine

Class of 2020

Supervisors

Christian L. Müller, Helmholtz Munich / LMU

Annette Peters , Helmholtz Munich

Project: MicroEnv – deciphering environmental effects on gut microbial ecosystems with high-dimensional statistical and deep learning techniques

Domain: Biomedicine

E-Mail

Henrik von Kleist
Helmholtz Munich

Contact

Henrik von Kleist
Helmholtz Munich

Project title: Early Prediction of Neurological, Cardiovascular, and Pulmonary Morbidities in Preterm Infants via Analysis of their Combined Electronic Health Records, Omics and Imaging Data

Domain: Biomedicine

Class of 2020

Supervisors

Narges Ahmidi, Domain: Biomedicine

Daniel Rückert, TUM

E-Mail

Nils Wagner
TUM

Contact

Nils Wagner
Technical University of Munich

Project title: Predicting gene regulatory defects in every tissue from a drop of blood

Domain: Biomedicine

Class of 2019

Supervisors:

Julien Gagneur, TUM

Juliane Winkelmann / Thomas Meitinger, Helmholtz Munich

 

E-Mail

Sophia Wagner
Helmholtz Munich

Contact

Sophia Wagner
Helmholtz Munich

Project title: Hierarchical and confident deep learning for computer-aided cancer diagnosis

Domain: Biomedicine

Class of 2020

Supervisor:

Tingying Peng , Helmholtz Munich

Melanie Boxberg , TUM

E-Mail

Yuting Wang
Helmholtz Munich

Contacts

Yuting Wang
Helmholtz Munich

Project: Data integration across conditions

Domain: Biomedicine

Class of 2024

Supervisor

Malte Lücken, Helmholtz Munich

Fabian Theis, TUM/Helmholtz Munich

E-Mail

Simon Wengert
Helmholtz Munich

Contact

Simon Wengert
Helmholtz Munich

Project title: Variations in mtDNA and their regulatory effects in single cells

Domain: Biomedicine

Class of 2020

Supervisors:

Na Cai, HMGU

Matthias Heinig , HMGU

Dominik Winkelbauer
DLR

Contact

Dominik Winkelbauer
German Aerospace Center (DLR)

Project title: Physics-based simulation to learn functional grasping for robot manipulation

Domain: Robotics

Class of 2020

Supervisors:

Rudolph Triebel, DLR

Nils Thuerey, TUM

E-Mail

Yehor Yudin
IPP

Contact

Yehor Yudin
Max Planck Institute for Plasma Physics (IPP)

Project title: Machine Learning for Uncertainty Quantification in High-Performance-Computing Plasma Simulations

Domain: Plasma physics

Class of 2020

Supervisors

Hans-Joachim Bungartz, TUM

Frank Jenko / David Coster, IPP

 

E-Mail

Lea Zimmermann
Helmholtz Munich

Contacts

Lea Zimmermann
Helmholtz Munich

Project: Learning and modeling phenotypic single cell drug screens with application to human lung

Domain: Biomedicine

Class of 2023

Supervisors

Fabian Theis, Helmholtz Munich

Herbert Schiller, Helmholtz Munich

Henning Zwirnmann
TUM

Contact

Henning Zwirnmann
Technical University of Munich (TUM)

Project title: Lab of the Future

Domain: Biomedicine

Class of 2020

Suprevisors:

Sami Haddadin, TUM

Fabian Theis, Helmholtz Munich

E-Mail

Principal Investigators

Steering board

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