Marina Ganeva
Head Of JCNS Neutron SimLab at Forschungszentrum Jülich
Bavaria, Germany
Summary
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Senior🎓
Top SchoolMarina Ganeva is a physics-trained leader with 12+ years applying machine and deep learning to neutron and X-ray experiments and data analysis, currently heading the JCNS Neutron SimLab at Forschungszentrum Jülich. She bridges advanced experimental science and computational methods, turning complex scattering datasets into actionable insights and publishing her work (ORCID linked). Her background spans hands-on instrumentation and experimental design from a PhD on metal nano-cluster formation to long-term research roles maintaining scientific detectors like the MuSTAnG muon telescope. Based in Bavaria, she combines academic rigor with production-focused research engineering, routinely deploying ML solutions for real-world beamline problems. Colleagues value her mix of domain expertise, systems-level thinking, and practical UNIX-based software skills honed early in her career.
12 years of coding experience
9 years of employment as a software developer
Master of Science (M.Sc.), Physics, Master of Science (M.Sc.), Physics at St. Petersburg State UniversityDoctor of Philosophy - PhD, Physics, Doctor of Philosophy - PhD, Physics at Ernst-Moritz-Arndt-Universität GreifswaldAcademical Gymnasium at St. Petersburg State University
German, English, Russian, French
Github Skills (11)
reduction10
simulate10
python10
muon10
numpy10
ray9
simulation9
python-scripts5
pandas3
data-science3
paraview1
Programming languages (3)
Github contributions (5)
mganeva/scripts
Jul 2018 - Oct 2022
python scripts for data reduction with mantid
Contributions:1 PR, 17 pushes in 4 years 3 months
data-reductionpythondata-sciencereductionmantid
mganeva/mantid
Jan 2015 - Mar 2020
Main repository for Mantid code
Contributions:246 pushes, 59 branches in 5 years 2 months
mantidpython
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