The course aims at two aspects of machine learning.
The first goal is an introduction to statistical mechanics of learning, which aims at describing the typical learning behavior of neural networks, discussion of the generalization performance of strongly overparametrized neural networks. Information field theoretic description of ultrawide neural networks. The second aim is to give an introduction to machine learning techniques and its applications in natural sciences. It will include fields of image recognition, time series analysis and reinforcement learning with examples and applications of neural networks in fluid mechanics.
Continue reading “[BuildMoNa] ATM: Deep Learning/Machine Learning (September 16-17, 2021)”
Science is mostly production of high quality data. However, presentation of data is arguably of similar importance: after generation of results, you want to convey the information to your fellow scientists, be it in the form of talks and posters at conferences or in manuscript for great publications. Presenting for the lay public is of outstanding importance not only to get understood but to get a job.
Continue reading “Effective Presentation (January 13 – 14, 2022)”
Mohd Afiq Bin Anuar joined our iRTG! He is working in the NMR group with Prof. Saalwächter on the project “Effect of topological constraints in polymer melts on crystallization and structure formation”.
Exchange of the Aβ turn structure for an inducible protein turn motive
Population Annealing Molecular Dynamics Simulations of Proteins in Explicit Solvent
Continue reading “Doctoral students seminar (June 8, 2021)”
Time: 15.20 – 17.00
Many young scientists will sooner or later act in a leadership role, and first experiences are acquired already during their time as PhD. But what is expected of a good leader? How can I convince others of the competences I already have for this role? And what should be considered to guarantee a good start as a leader? These are the main topics of the first workshop day.
Continue reading “Women in Leadership (April 19 and 20, 2021)”
Research topic: Dynamics and association in individualized macromolecules
Research topic: Secondary structure, assembly and cooperativity in dynamic supramolecular polymers.
- Polymer synthesis
Do you find yourself at conferences drinking coffee alone? Do you seem to miss every chance to network? Or do you have the feeling you can’t keep the conversation going or can’t even get it started in the first place? No matter if you answer one of these questions with a clear “yes” or you simply have the feeling that you could improve your selfpresentation and communication skills, then this workshop might be just right one for
you. From the first impression you leave, the conversations that follow, to a friendly follow-up — all of this will be covered during this seminar.
Continue reading “Self-presentation and networking (November 25 – 27, 2020)”
Force-induced α-β transitions in coiled coil (CC) structures
by Anna-Maria Tsirigoni
Spectral Analysis of a Fast Biomolecular Transition in Magnetic Tweezers Measurements
by Sebastian Belau
Time: 15.20 – 17.00
Continue reading “Doctoral students seminar (June 30, 2020)”