Research at HITS

HITS conducts basic research in the natural sciences, mathematical, and computer science.

Major research directions include complex simulations across scales, making sense of data, and enabling science via computational research. Application areas range from molecular biology to astrophysics. An essential characteristic of the Institute is interdisciplinarity, implemented in numerous cross-group and cross-disciplinary projects. We also collaborate intensively with other research institutions, universities and industry partners.

HITS strives for a long-term research agenda with projects that show high potential for significant results. We focus on a small number of challenging research fields in which our research is curiosity-driven and unhindered by disciplinary barriers.

Furthermore, we aim to raise public awareness for the importance of science – especially data-driven science.

Insight into HITS

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Astroinformatics

The AIN group develops new methods and tools to deal with the exponentially increasing amount of data in astronomy.

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Computational Molecular Evolution

The CME group focuses on developing algorithms, computer architectures, and high-performance computing solutions for bioinformatics.

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Computational Statistics

The CST group focuses on the theory and practice of forecasts as well as on spatial statistics.

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Data Mining and Uncertainty Quantification

The DMQ group uses stochastic mathematical models, high-performance computing, and hardware-aware computing to quantify the impact of uncertainties in large data sets.

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Machine Learning and Artificial Intelligence

The MLI group – established at HITS in September 2022 – works on novel algorithms and models for data-efficient learning, geometric deep learning, and …

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Molecular Biomechanics

The MBM group focuses on deciphering how proteins have been designed to specifically respond to mechanical forces in the cellular environment or as a biomaterial.

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Molecular and Cellular Modeling

The MCM group focuses on the interactions of biomolecules. Research methods include interactive, web-based visualization tools and atomic-detail molecular simulations.

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Natural Language Processing

The NLP group develops methods, algorithms, and tools for the automatic analysis of natural language.

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Physics of Stellar Objects

The PSO group models thermonuclear explosions of white dwarf stars leading to the astronomical phenomenon of Type Ia supernovae.

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Scientific Databases and Visualization

The SDBV group improves data storage and the search for life science data, making storage, search, and processing simple to use for domain experts who are not computer scientists.

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Stellar Evolution Theory

The SET group seeks to investigate the turbulent and explosive lives of massive stars.

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Theory and Observations of Stars

Stars are an important source of electromagnetic radiation in the universe allowing for studies of many phenomena, from distant galaxies to …

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HITS Lab

The HITS Lab fosters collaboration across groups and disciplines emphasizing research across disciplinary boundaries.

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Klaus Tschira Guest Professorship Program

The Klaus Tschira Guest Professorship Program aims to enhance international exchange and scientific collaboration at HITS in the natural, mathematical and …

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HITS Independent Postdoc Program

The HITS Independent Postdoc Program offers a great opportunity for highly talented young scientists wanting to transition from PhD student to …

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