Centre for Advanced Analytics and Predictive Sciences

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Past Workshops

Recent advancements in electronic structure calculations

Date: 10/22/25 - 10/24/25

Abstract:

Functional materials are ubiquitous in our daily life. To tailor material properties, tools are needed that predict the properties accurately without free parameters, starting from the basic laws of quantum mechanics. The development of such tools is a goal of both theoretical solid-state physics and quantum chemistry. This workshop will bring together experts in electronic structure theory, especially the community of TURBOMOLE developers and users, to highlight selected applications, demonstrate new features and capabilities of the code, present new theoretical developments, identify new user needs, and discuss future directions.
 

Algebraic Models in Data Science and Quantum Systems

Date: 10/09/25 - 10/10/25
Abstract:
Algebraic methodology has in recent years proven to be a very versatile framework to tackle problems in applied sciences and data. Key advances include the evolution of algebraic statistics into an increasingly active research area that not only provides models for statistical data analysis but also finds numerous applications in other fields like phylogenetics, chemical reaction networks and more recently quantum chemistry. In this workshop we bring together people from the field of applied algebra with scientists working on data science and quantum systems with the goal of fostering fruitful interactions and further expanding the use of algebraic methods in the sciences.
 

From Idea to Funding: Interdisciplinary Strategies for Successful Third-Party Funding Applications

Date: 10/07/25 - 10/09/25

Abstract:

In October, the CAAPS workshop ‘From Idea to Funding: Interdisciplinary Strategies for Successful Third-Party Funding Applications’ took place in the Life Sciences. Organised by the working groups of the Chair of Technical Biology (Prof. J. Bahnemann) and Biological Physics (Prof. C. Westerhausen), the workshop focused on two closely related planned third-party funding applications. These two projects are linked by a common data strategy: targeted experimental data collection with the aim of enabling predictive statements about cellular reactions and system properties. The aim of the workshop was to advance the development of the planned third-party funding applications and to further expand the interface between quantitative life sciences, biophysics and medical technology.

Interaction of Mathematics and Technical Biology at the interface of microfluidic applications

Date: 06/25/2025 - 06/26/25
Abstract:
This workshop is aimed at PhD students and postdocs from the fields of Mathematics and Technical Biology to work at the intersection of these disciplines in the area of microfluidic systems. The goal of the workshop is to foster interdisciplinary communication and develop a better understanding of each other's work. Often, mathematicians and biologists work with different concepts, terminologies, and perspectives, which can lead to misunderstandings and communication barriers. This workshop aims to break down these barriers through hands-on activities.
 

Particle-based numerical simulations

Date: 11/05/24 - 11/06/24

Abstract:

Particle-based simulations are a versatile tool for numerically investigating complex physical systems, including fluid dynamics, solid mechanics, and multi-physics problems. They are well-suited for a number of applications that are difficult to address using traditional grid-based methods, but present their own set of challenges in terms of accuracy, stability, and computational efficiency.
 
In this workshop, researchers from various scientific disciplines come together to discuss recent advancements in particle-based simulations. In addition to exploring innovative modeling approaches and developments in numerical methods, the workshop places special emphasis on efficient algorithms and modern implementation techniques. The first day features presentations from experts in the field, while the second day hosts a hackathon, offering practitioners the chance to work on their own projects and collaborate with fellow participants.

 

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Inverse modelling in atmospheric applications

Date: 10/07/24 - 10/08/24

Abstract:

Inverse problems, or the problem of inferring unknown causes from observed effects, represent an important methodology at the intersection of applied mathematics, statistics, and diverse application domains. This workshop focuses on the application within the atmospheric sciences, encompassing both practical challenges and theoretical advancements, with a particular emphasis on data assimilation. Our aim is to bring together researchers from the diverse communities, ranging from theoretical to applied, to foster collaboration and enable fruitful discussions. In addition, our workshop will feature tutorial-style lectures and is therefore of interest for both established and younger researchers.

 

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Dynamics of interfaces: From applied math to physics and material science

Date: 03/04/24 – 03/06/24

Abstract:

Interfaces appear in many physical and biological models, and the description of their dynamic behaviour is an interesting yet highly challenging research field. Models describing such behaviour are either based on an exact description of the interface or a diffuse interface (phase field) approximation. This workshop will bring together researchers working on modelling, numerical simulation, and mathematical analysis.

 

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Interaction of mathematics and materials science

Date: 02/28/24 - 03/01/24

Abstract:

Interdisciplinary research between applied mathematicians and material scientists lays the foundation to leverage the full potential of novel materials. However, the disciplines use different terminology and have limited insight to each other’s daily work. For example, a material scientist may wonder which parameters are needed to model a specific behavior, while a mathematician wonders how certain parameters can be determined experimentally. Therefore, we organize a workshop targeted to doctoral students at the intersection of material modeling and material characterization.

 

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Employing Biophysical Concepts in Biotechnological Production

Date: 09/24/23 - 09/29/23

Abstract:

The workshop focuses on the possibilities of combining microfluidic, biophysical and biotechnological approaches to develop cellular screening platforms for bioactive agents like, e.g., nature-derived compounds, peptides, proteins, nucleic acids, under circumvention of the cell membrane as delivery barrier. The combination of transient cell transfection with the use of the strong dependence of mechanical cell membrane properties on the membrane state as function of the environmental parameters might allow to increase the efficiency of this process, elementary for personalized medicine and small-scale protein production. Combining the expertise of life scientists, physicists and cell biologists will allow for identification of most promissing hybrid approaches.

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