Emil Vogt

Emil Vogt is a Postdoctoral Researcher at the Center for Free-Electron Laser Science (CFEL) within German Electron Synchrotron DESY. His work focuses on theoretical rotational-vibrational spectroscopy and dynamics of small gas-phase molecules, utilizing advanced machine learning techniques like normalizing flows and invertible neural networks to develop coordinate transformations for enhanced molecular modeling.

• Education: PhD in Chemistry (2019–2023), University of Copenhagen

Research Interests: Vogt's research bridges computational chemistry, quantum mechanics, and artificial intelligence. Key contributions include spectral calculation methodologies and exploring how learned coordinates improve conventional approaches for molecular properties and dynamics. His work has implications for X-ray imaging and cryo-electron microscopy advancements.

Publications: Recent works include computational methods for molecular excited states, thermodynamic analysis of gas-phase complexes, and laser-induced alignment techniques for structural biology applications. His research is highly interdisciplinary, combining theoretical chemistry with cutting-edge machine learning.

Scientific Awards

• Marie Skłodowska-Curie Actions Fellowship (2024–present)

Collaborations: Affiliated with the Controlled Molecule Imaging (CMI) group at CFEL, he collaborates on X-ray free-electron laser applications and contributes to international teams in computational spectroscopy and imaging research.