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Member List

Omid Airom

Medical Faculty Heidelberg

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PhD Title: [Advancing zoonotic infectious disease ecology preparednass and prevention through data science approaches]

Tareq Mohammed Al-Ahdal

Jawad Alaa Edeen

Faculty of Bio Sciences

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PhD Title: [Leveraging Spatial Omics Technologies to Elucidate Disease Pathobiology and Clinical Relevance]

Christian Alber

Khaleel Alhalaseh

Faculty of Engineering Sciences

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PhD Title: [Studying the role of astrocytes in regulating neurovascular coupling in autism spectrum disorder]

Théo Guillaume André

Faculty of Mathematics and Computer Science

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PhD Title: [Mathematical Modeling of Neural Stem Cells in the Adult Zebrafish]

Fariha Mahzabin Annesha

Faculty of Engineering Sciences

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PhD Title: [Correlative super resolution 3D fluorescence and soft x-ray microscope to probe genome organization of cells]

Alexander Berndt

Krešimir Beštak

Faculty of Bio Sciences

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PhD Title: [Computational methods dor spatial omic analysis of myocardial tissue in the context of cardiovasular diseases]

Alessandro Biagiotti

Faculty of Engineering Sciences

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PhD Title: [Data locality in parallel solvers]

Charlotte Boys

Faculty of Bio Sciences

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PhD Title: [A multi-omics analysis of IgA nephropathy]

Margot Chazotte

Faculty of Bio Sciences

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PhD Title: [Spatial imaging in the gastrointestinal tract]

Brenda Chiteri

Wilfredo Rafael Colmenares Llanos

Faculty of Engineering Sciences

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PhD Title: [Parallel Krylov Method]

Shreya Das

Faculty of Chemistry and Earth Sciences

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PhD Title: [Simulations of Stimuli-responsive Advance Materials]

Lina Deschamps

Faculty of Mathematics and Computer Science

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PhD Title: [On a hyperkähler view of the magnetic geodesic flow]

Linus Bjarne Dittmer

Ayse Erozan

Faculty of Engineering Sciences

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PhD Title: [Automatic segmentation of single cell anatomy]

Robin Fallegger

Faculty of Engineering Sciences

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PhD Title: [Understanding heterogeneity in acute kidney injury and chronic kidney disease through unsupervised analysis of single-cell and spatial transcriptomics]

Janik Fechtelpeter

Faculty of Mathematics and Computer Science

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PhD Title: [Control of dynamical systems and recurrent neural networks with applications to clinical and behavioral psychology]

Marius Fracarolli

Faculty of Mathematics and Computer Science

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PhD Title: [Exploiting Intrinsic Randomness in Ensembling for Improved Accuracy and Privacy in Predictive Models for Healthcare]

Nils Friess

Daniel Galperin

Faculty of Mathematics and Computer Science

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PhD Title: [On the Geometry of Disentanglement in Normalizing Flows]

Francisca Gaspar Vieira

Faculty of Bio Sciences

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PhD Title: [Modelling perturbation responses along a time course.]

Sebastian Gonzales Tirado

Faculty of Engineering Sciences

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PhD Title: [Comparative framework for integrating digital pathology and spatial transcriptomics]

Aroj Hada

Faculty of Engineering Sciences

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PhD Title: [Advancing Computational Methods for Spatial Omics: Cell Phenotyping and Spatial Reconstruction]

Charles Hatfield

Medical Faculty Heidelberg

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PhD Title: [Climate Change, Infectious Diseases, and Environmental Hazards: Urban Epidemiological Methods for Emergent Health Threats]

Lukas Hatscher

Faculty of Bio Sciences

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PhD Title: [Quantitative Tissue Analysis for Improving Stratidication of lung cancer and multiple myeloma patients]

Julian Heidecke

Medical Faculty Heidelberg

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PhD Title: [West Nile Virus Transmission in a Changing Climate: Insights from Mechanistic Thermal Biology and Machine Learning Models]

Miguel Angel Hernandez Hernandez

Faculty of Bio Sciences

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PhD Title: [Systems Biomedicine]

Wangjun Hu

Faculty of Bio Sciences

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PhD Title: [Generative latent variable models for spatial transcripomics data]

Marco Hübner

Faculty of Mathematics and Computer Science

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PhD Title: [Spectral Image Synthesis for Training Intelligent Surgical Systems]

Miguel Angel Ibarra Arellano

Faculty of Engineering Sciences

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PhD Title: [Bioimage Analysis and patial pattern discovery across scales and diseases]

Marc Ickler

Tobias Kaczun

Faculty of Chemistry and Earth Sciences

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PhD Title: [Enabling Orbital Free Density Functional Theory with Machine Learning]

Damjan Kalšan

Feroz Karim

Faculty of Engineering Sciences

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PhD Title: [Designing Modified Peptides for Reader Proteins and Other Targets]

Simon Kern

Medical Faculty Mannheim

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PhD Title: [Detecting replay in humans]

Denis Kiesewetter

Faculty of Engineering Sciences

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PhD Title: [Incorporating Redox Chemistry into Classical Molecular Dynamics Simulations by Machine Learning]

Fabius Krämer

Faculty of Mathematics and Computer Science

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PhD Title: [Analysis and Development of MBO algorithms in Data Science]

Robert Kutri

Faculty of Mathematics and Computer Science

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PhD Title: [Numerical Analysis of Random Field Generation]

Leonie Küchenhoff

Faculty of Bio Sciences

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PhD Title: [Fibrotic disease signatures across organs]

Tim Küchler

Pascal Lafrenz

Faculty of Bio Sciences

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PhD Title: [Multi-omics data integration and evolutionary models to understand de novo gene birth and human evolution]

Albert Li

Faculty of Engineering Sciences

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PhD Title: [Exploring context-specific responses to interferon treatment in human tissues]

Carolin Lindow

Faculty of Mathematics and Computer Science

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PhD Title: [Mathematical modeling and model-based data analysis of structured stem cell systems]

Yichao Liu

Faculty of Engineering Sciences

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PhD Title: [Using machine learning for citizen science surveillance and prediction of vector-borne diseases with climate change]

Panasun Manorost

Faculty of Mathematics and Computer Science

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PhD Title: [Efficient Surface-Subsurface Flow Simulation]

Mario Maric

Faculty of Mathematics and Computer Science

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PhD Title: [Operator Learning for Optimal Control: Approximation Theory]

Josef Martinek

Faculty of Mathematics and Computer Science

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PhD Title: [Uncertaity Quantification Of Particle Transport]

Seyedmoein Mohsenimofidi

Eleni Mourouzidou

Faculty of Bio Sciences

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PhD Title: [Deep Sequence-to-Expression Models to Uncover the cis regulatory code across cellular conditions]

Adrian Müller

Faculty of Chemistry and Earth Sciences

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PhD Title: [Quantum mechanical method development for MOST systems]

Pablo Naranjo

Faculty of Bio Sciences

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PhD Title: [Reinforcement learning framework for optimizing administration regimens of chemotherapeutic drugs]

The-Gia Leo Nguyen

Faculty of Mathematics and Computer Science

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PhD Title: [Machine Learning for Battery Design]

Julian Niederer

Faculty of Mathematics and Computer Science

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PhD Title: [Numerical Methods for Nonlinear Model Predictive Control for Control Problems with Blocks of Vanishing Constraints]

Luise Nottmeyer

Medical Faculty Heidelberg

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PhD Title: [Investigating drivers and barriers of antimicrobial resistance spread in the environment and communities]

Jona Novljan

Oscar Obel


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PhD Title: [Developing interatomic potentials with machine learning to model dynamic behaviour in functional materials]

Santiago Ospina De Los Rios

Faculty of Mathematics and Computer Science

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PhD Title: [Efficient Solution of Diffusion-Reaction Systems with Application to Cell Biology]

Fabian Osyguß

Faculty of Engineering Sciences

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PhD Title: [Compressed sparse data structures with parallel access]

Rimpa Pal

Faculty of Mathematics and Computer Science

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PhD Title: [Finite Element Method for Simulation of Cancer Tumors]

Antonia Papapostolou

Faculty of Chemistry and Earth Sciences

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PhD Title: [Reliable and Efficient Quantum-Chemical Methods for the Calculation of Molecular Properties]

Sebastian Pauly

Faculty of Chemistry and Earth Sciences

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PhD Title: [Computational Investigations and Design of Molecular Solar Thermal Systems]

Barbara Zita Peters Couto

Faculty of Bio Sciences

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PhD Title: [Single-Cell Signature Matching for Drug Activity Scoring]

Christoph Popko


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PhD Title: [Development and Application of Multiscaling Methods to Investigate N-Heteropolycycles]

Xingjian Qi


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PhD Title: [Parallel computing in low precision]

Jean Radig

Faculty of Engineering Sciences

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PhD Title: [Unravelling Glioblastoma's plasticity]

Vyshna Ratheesh

Faculty of Chemistry and Earth Sciences

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PhD Title: [Development of Quantum Chemical Methods for Calculation of Excited States and their Application to Photochemistry]

Maike Rees

Faculty of Mathematics and Computer Science

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PhD Title: [Deep Learning for Functional Parameter Quantification in Medicine]

Hans Reimann

Faculty of Mathematics and Computer Science

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PhD Title: [Developing and Incorporating Data Assimilation and Data-Driven Stochastic Control]

Niklas Reinhardt

Faculty of Mathematics and Computer Science

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PhD Title: [Statistical Learning Theory for Operator Learning]

Lorna Rinck

Faculty of Engineering Sciences

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PhD Title: [Deconvoluting the transcriptomic profile of endothelial cells in health and disease]

Tom Rix

Faculty of Mathematics and Computer Science

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PhD Title: [Quantitative Photoacoustic Imaging]

Armand Rousselot

Faculty of Mathematics and Computer Science

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PhD Title: [Invertible Neural Networks for Model-Based AI]

Purusharth Saxena

Faculty of Mathematics and Computer Science

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PhD Title: [Optimal Transport and Causal Inference in Gene Regulatory Networks]

Anna Lena Schaible

Faculty of Physics and Astronomy

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PhD Title: [A numerical investigation on galactic outflows using galaxy simulations and MUSE and ALMA data]

Chiara Schiller

Faculty of Bio Sciences

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PhD Title: [Profiling intrahepatic cholangiocarcinoma tissue samples to discover actionable clinical insights]

Friederike Schneider

Faculty of Chemistry and Earth Sciences

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PhD Title: [High Performance Quantum Chemical Computing]

Hannes Schwab

Faculty of Mathematics and Computer Science

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PhD Title: [Koopman Analysis of Partial Differential Equations]

Philipp Sven Lars Schäfer

Faculty of Bio Sciences

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PhD Title: [Dissecting immune system dysfunction with spatial omics data]

Elisa Schösser

Pia Steimer

Medical Faculty Heidelberg

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PhD Title: [Risk-Stratified Approaches to Improving Programmatic Tuberculosis Treatment Outcomes: Evidence Synthesis, Tool Development, and Health-Economic Modelling]

Leonard Storcks

Faculty of Physics and Astronomy

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PhD Title: [Differentiable Fluid Simulations]

Ronald Tabernig

Faculty of Chemistry and Earth Sciences

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PhD Title: [Simulating laser scanning of dynamic virtual 3D scenes for improved 4D point cloud-based topographic change analysis]

Lin Tian

Faculty of Chemistry and Earth Sciences

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PhD Title: [Theoretical Description and Prediction of Molecular properties of N-Heteropolycycles through quantum chemical methods]

Anna Ulrich

Faculty of Chemistry and Earth Sciences

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PhD Title: [Elucidating structural and dynamic properties of Heteropolycycles]

Giuseppe Viterbo

Jürgen Wallner

Hannah Weiser

Faculty of Chemistry and Earth Sciences

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PhD Title: [Understanding and correcting the representation of moving vegetation in close-range 3D point clouds using virtual laser scanning and deep learning]

Henning Woydt

Faculty of Mathematics and Computer Science

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PhD Title: [Engineering Algorithms for Process Mapping at Scale]

Denis Zavadski

Faculty of Mathematics and Computer Science

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PhD Title: [Efficient and Controllable Generative Models for Visual Understanding and Synthesis]

Pingan Lucia Zhang

Faculty of Engineering Sciences

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PhD Title: [ML4MG: Machine Learning for Multigrid]

Zehua Zhang

Faculty of Engineering Sciences

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PhD Title: [Dynamic Gene Regulatory Network Inference With Graph-Recurrent Attention from Mulit-Omics Single-Cell Trajectories]

Leoni Zimmermann

Faculty of Engineering Sciences

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PhD Title: [Identifying Differential Spatial Organization of Gene Expression Programs Across Conditions and Time in Spatial Omics Data]

Prof. Dr. Peter Albers

Symplectic Geometry

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Prof. Dr. Saeed Amirjalayer

Stimuli-Responsive Nanomaterials Group

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Prof. Dr. Artur Andrzejak

Artificial Intelligence for Programming

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Prof. Dr. Sebastian Baltes


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Prof. Dr. Peter Bastian

Scientific Computing

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Prof. Dr. Tristan Bereau

Theoretical Physics

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Prof. Dr. André Butz

Atmospheric Physics

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Prof. Dr. Dr. Till Bärnighausen

Mathematical Modelling of Infectious Diseases

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Prof. Dr. Gebhard Böckle

Computational Arithmetic Geometry

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Prof. Dr. Claudia Denkinger

Global Health Diagnostics

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Prof. Dr. Andreas Dreuw

Theoretical and Computational Chemistry

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Prof. Dr. Martin Dugas

Medical Informatics

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Prof. Dr. Daniel Durstewitz

Theoretical Neurosciences

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Prof. Dr. Annette Frank

Natural Language Processing

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Prof. Dr. Holger Fröning

Hardware and Artificial Intelligence Lab

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Prof. Dr. Lutz Greb


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Prof. Dr. Frauke Gräter

Molecular Biomechanics

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Prof. Dr. Eva Gutheil

Multiphase Flows and Combustion

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Prof. Dr. Fred Hamprecht

Scientific AI

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Prof. Dr. Carl Herrmann

Biomedical Genomics

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Prof. Dr. Roland Herzog

Scientific Computing and Optimization

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Prof. Dr. Jürgen Hesser

Data Analysis and Modeling in Medicine

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Prof. Dr. Vincent Heuveline

Engineering Mathematics and Computing Lab

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Prof. Dr. Bernhard Höfle

3D Geospatial Data Processing Group

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Prof. Dr. Jan Johannes

Statistics of Inverse Problems

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Prof. Dr. Guido Kanschat

Mathematical Methods of Simulation

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Prof. Dr. Ralf Klessen

Theoretical Star Formation Studies

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Prof. Dr. Hans Knüpfer


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Prof. Dr. Georgia Koppe


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Prof. Dr. Ekaterina Kostina


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Prof. Dr. Kurt Kremer


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Prof. Dr. Ursula Kummer

Modeling of Biological Processes

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Prof. Dr. Ullrich Köthe


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Prof. Dr. Tim Laux

Applied Geometric Analysis

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Prof. Dr. Lena Maier-Hein


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Prof. Dr. Michela Mapelli


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Prof. Dr. Anna Marciniak-Czochra

Applied Analysis and Modelling in Biosciences

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Prof. Dr. Benjamin Meder

Molecular Genetics Laboratory

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Prof. Dr. Wolfram Pernice


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Prof. Dr. Stefanie Petra


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Prof. Dr. Tilman Plehn


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Prof. Dr. Irina Podtergera


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Prof. Dr. Stefan Riezler


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Prof. Dr. Joacim Rocklöv


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Prof. Dr. Carsten Rother


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Prof. Dr. Filip Sadlo


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Prof. Dr. Julio Saez-Rodriguez


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Dr. Denis Schapiro


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Prof. Dr. Robert Scheichl


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Prof. Dr. Christoph Schnörr


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Prof. Dr. Ulrich Schwarz


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Prof. Dr. Björn Malte Schäfer


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Prof. Dr. Oriol Vendrell


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Prof. Dr. Rebecca Wade


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Prof. Dr. Cleo-Aron Weis


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Prof. Dr. Jakob Zech


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Prof. Dr. Alexander Zipf


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Prof. Dr. Simon Anders

Biostatistics for Omics Data

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Prof. Dr. Laure Bally-Cuif


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Dr. Uladzimir Barayeu


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Dr. Arica Beisaw


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Prof. Dr. Benedikt Brors


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Prof. Dr. Thomas Carraro


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Prof. Dr. Jana de Wiljes


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Prof. Dr. Christoph Dietrich


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PD Dr. Gordon Feld


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Prof. Dr. Steffen Gais


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PD Dr. Daniel Gnad


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Dr. Evelyn Herberg

Prof. Dr. Christoph Holst


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Prof. Dr. Henrik Kaessmann


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Prof. Dr. Teja Kattenborn


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Prof. Dr. Matthias Kloor

Prof. Dr. Dirk Koch


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Prof. Dr. Annette Kopp-Schneider

Dr. Kathryn Kreckel

Prof. Dr. Klaus Maier-Hein


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Prof. Dr. Enno Mammen


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Prof. Dr. Ana Martin-Villalba


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Dr. Florian Marx

Data Science and Modelling

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Prof. Dr. Miha Modic


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Prof. Dr. Matthias Nießner


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Dr. Jürgen Pahle

Dr. Philipp Pracht


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Prof. Dr. Ulrich Reininghaus

Prof. Dr. Stefan Roth


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Prof. Dr. Robert Russell


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Junior-Prof. Dr. Lauren Saunders

PD Dr. Bogdan Savchynskyy


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Prof. Dr. Melanie Schienle

Prof. Dr. Christian Schulz


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Prof. Dr. Oliver Stegle


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Prof. Dr. Albrecht Stenzinger

Prof. Dr. Claudia Strauch


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Prof. Dr. Robert Strzodka


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Dr. Carlos Talavera-López


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Prof. Dr. Petra Tegeder


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Prof. Dr. Nils Thuerey


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Dr. Marina Treskova


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Junior-Prof. Dr. Sven Wang


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Dr. Verena Weinhardt

Prof. Dr. Joachim Wittbrodt

Dr. Sandra Barteit

Digital Global Health

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Dr. Tobias Buck

AstroAI Lab

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PD Dr. Roman Gold

Compact Objects: Gravity and Astrophysics

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Dr. Zahra Monfared

Dynamical Systems and AI

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Dr. Dylan Nelson

Computational Galaxy Formation

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Dr. Florian Nieser


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Dr. Sven Sahle

Methods in Computational Systems Biology

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Dr. Andreas Sander

Stellar Atmospheres and Mass Loss

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Dr. Alexander Sasse

AI/ML Models for Genomics

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Dr. Jovan Tanevski


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Junior-Prof. Dr. Britta Velten


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Prof. Dr. Frank Zöllner


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