Konstantin Weise
پژوهشگر · Uncertainty and Sensitivity Analysis
Max Planck Institute for Human Cognitive and Brain Sciencesمعرفی
Dr. Konstantin Weise is a Scientific Researcher at the Max Planck Institute for Human Cognitive and Brain Sciences, leading the Methods and Development Group Brain Networks. His work focuses on uncertainty and sensitivity analysis of computational models, developing the pygpc Python package, and advancing numerical models for non-invasive brain stimulation techniques like Transcranial Magnetic Stimulation (TMS). He specializes in improving localization precision, optimizing stimulation parameters, and addressing microscopic tissue effects in brain stimulation simulations.
Research interests include:
- Modeling TMS-induced electric fields and their cortical effects
- High-resolution EEG/MEG forward modeling
- Uncertainty quantification in biomedical simulations
- Neurostimulation applications for neuropsychological disorders
His contributions bridge computational methods with clinical neurotechnology, emphasizing electrical field-based dosing and adaptive stimulation optimization. Recent work addresses microscopic field distortions' impact on neuronal activation thresholds and develops novel protocols for precise motor cortex mapping.
Labs/Teams: Core member of the Brain Networks Group, collaborating on interdisciplinary projects integrating engineering, neuroscience, and clinical applications.
