Dr. Aicko Yves Schumann
Fähigkeiten und Kenntnisse
Werdegang
Berufserfahrung von Aicko Yves Schumann
- Current 10 years and 3 months, since Mar 2016
Assistant Professor und Head of the Data Analytics & Statistics Unit
Medical University of South Carolina, Charleston, U.S.A.
Professor for Big Data Analytics & Biostatistics Head of the Data Analytics & Statistics Unit at the Institute of Psychiatry and Behavioral Sciences Present Research Foci: Brain Dynamics, Signaling in the Brain, Sleep, MRI/fMRI, Data Analysis Methodology, Complexity Science and Complex Networks, Statistics and Extreme Value Statistics.
- 1 year and 1 month, Aug 2021 - Aug 2022
Assistant Professor Statistics
College of Charleston
Teach College Statistics and Calculus
- 5 years and 5 months, Jan 2016 - May 2021
Adjunct Professor for Physics
The Citadel, Charleston, South Carolina, U.S.A.
Teach full Physics Curriculum (up to 18 credit hours per semester) PHYS 203 - Algebra-based College Physics I PHYS 204 - Algebra-based College Physics II PHYS 221 - Calculus-based College Physics I for Engineers and Physicists PHYS 222 - Calculus-based College Physics II for Engineers and Physicists PHYS 253 - College Physics I PHYS 254 - College Physics II PHYS 271 - Calculus-based Physics Labs I PHYS 272 - Calculus-based Physics Labs II PHYS 343 - Applied Climatology
- 1 year, Mar 2015 - Feb 2016
Physicist & Computational Neuroscientist -- Computer Vision
Medical University of South Carolina, Charleston, U.S.A.
Researcher in Computer Vision and Artificial Intelligence / Machine Learning applied to functional MRI in controls and patients under various fMRI tasks.
- 1 year and 4 months, Nov 2013 - Feb 2015
Data Engineer AI/ML -- Systems Neuroscience/Optical Imaging/Electrophysiology
Canadian Centre for Behavioural Neuroscience & University of Lethbridge, Canada
Postdoctoral Associate; Pattern recognition, clustering, classification in in-vivo single-cell electrophysiology (tetrodes) and full-brain optical imaging data in rodents using AI/ML.
- 2 years, Feb 2013 - Jan 2015
Visiting Scientist -- Complex Systems
Complexity Science Group, University of Calgary, Alberta, Canada
Continuation of postdoctoral research as volunteer; processing of Canadian Permanent Residency application in Canadian Experience Class ---> until landed immigrant status.
- 3 years, Feb 2010 - Jan 2013
Physicist, Ph.D. & Postdoc -- Brain Networks & Earthquake Models
Complexity Science Group, University of Calgary, Canada
Postdoc, Research in Extreme Value Statistics, Time Series Analysis, Functional Networks, Risk Prediction, Seismic Data, Earthquake Models, Medical Data (Sleep EEG, ECG, EMG, ...)
- 4 years and 10 months, Apr 2005 - Jan 2010
Researcher, Ph.D.-student -- Complex Systems
Institute for Physics, Martin-Luther University Halle-Wittenberg, Germany
AI/ML driven Time Series Analysis with application in Health Care, Medicine, Risk Prediction, Sleep Research, Cardiology
- 2 months, Feb 2005 - Mar 2005
Researcher -- LIDAR Technology for Atmospheric Aerosols
Institute for Mathematics, University of Potsdam, Germany
Analysis of ground-based and aircraft-based LIDAR data, ill-posed inverse problems theory.
- 1 month, Jan 2005 - Jan 2005
Researcher -- Ellipsometry / Light Scattering Theory
Max Planck Institute for Colloid- and Interface Research, Golm, Germany
Ellipsometry in Theory and Experiment, Nonlinear Light Scattering, Aerosol / Molecule Identification
- 7 months, Feb 2004 - Aug 2004
Visiting Scholar -- Institute for Nonlinear Science
University of California San Diego (UCSD), U.S.A.
Researcher, Weather Prediction, Time Series Analysis, Partial Differential Equations, Coupled Dynamic Oscillator Models, Chaotic Oscillators
Ausbildung von Aicko Yves Schumann
- 5 years and 4 months, Oct 1998 - Jan 2004
Physics
University of Potsdam, Germany
Theoretical Physics, Nonlinear Dynamics, Statistical Physics
- 2 years, Oct 1997 - Sep 1999
Geoecology
University of Potsdam, Germany
Sprachen
English
C1 (Fließend)
German
C2 (Verhandlungssicher / Muttersprachlich)
Russian
A1-A2 (Grundkenntnisse)
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