Alexander Gerlach

University of Siegen — Germany

Engineering · Physical Sciences

39h-index5.2kcitations222works1.62yr avg
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Research Topics

Organic Electronics and Photovoltaics(71), Molecular Junctions and Nanostructures(43), Advanced Chemical Physics Studies(27), Machine Learning in Materials Science(25), Electron and X-Ray Spectroscopy Techniques(24)

Publications222 total

Artificial intelligence to predict modified rankin score after acute stroke symptoms using wrist-worn triaxial accelerometry data
Journal of Stroke and Cerebrovascular Diseases·2025Open Access
reflectorch: a deep learning package for X-ray and neutron reflectometry
The Journal of Open Source Software·2025Open Access
Growth, Structure and Optical Properties of Neat, Bilayer and Codeposited Thin Films: Combining Dibenzoselenadiazoloquinoxaline with Diindenoperylene and Pentacene
The Journal of Physical Chemistry C·2025Open Access
Solvent Isotope Effects in Protein Adsorption and Crystallization
Crystal Growth & Design·2025· 1 citedOpen Access
A multiscale <i>in situ</i> time-resolved study of the nano- to millisecond structural dynamics during protein crystallization
Journal of Applied Crystallography·2025· 1 citedOpen Access
Vacuum chamber for deposition of gradient thin films: Toward high-throughput structure–property correlative studies
Review of Scientific Instruments·2025· 2 cited
Artificial Intelligence for Short-Term Modified Rankin Score Prediction after Acute Stroke Symptoms Using Wrist-worn Triaxial Accelerometry Data
2025Open Access
Fast and reliable probabilistic reflectometry inversion with prior-amortized neural posterior estimation
Science Advances·2025· 3 citedOpen Access
Benchmarking deep learning for automated peak detection on GIWAXS data
Journal of Applied Crystallography·2025· 2 citedOpen Access
Growth, Structure and Optical Properties of Neat, Bilayer and Codeposited Thin Films: Combining Dibenzoselenadiazoloquinoxaline with Diindenoperylene and Pentacene
DESY Publication Database (PUBDB) (Deutsches Elektronen-Synchrotron)·2025Open Access
LLM-based design process for manual assembly
Procedia CIRP·2025Open Access
Benchmarking deep learning for automated peak detection on GIWAXS data
DESY Publication Database (PUBDB) (Deutsches Elektronen-Synchrotron)·2025Open Access
Fast and Reliable Probabilistic Reflectometry Inversion with Prior-Amortized Neural Posterior Estimation
arXiv (Cornell University)·2024Open Access
From adsorption to crystallization of proteins: Evidence for interface-assisted nucleation
Colloids and Surfaces B Biointerfaces·2024· 5 citedOpen Access
Thin Films of Conjugated Chalcogenadiazole: Growth, Structure, and Optical Properties of Substituted Selenadiazoloquinoxaline
The Journal of Physical Chemistry C·2024· 3 cited
Neural network analysis of neutron and X-ray reflectivity data incorporating prior knowledge
Journal of Applied Crystallography·2024· 10 citedOpen Access
From Adsorption to Crystallization of Proteins: Evidence for Interface-Assisted Nucleation
SSRN Electronic Journal·2024Open Access
Closing the loop: autonomous experiments enabled by machine-learning-based online data analysis in synchrotron beamline environments
Journal of Synchrotron Radiation·2023· 23 citedOpen Access
Neural network analysis of neutron and X-ray reflectivity data: Incorporating prior knowledge for tackling the phase problem
arXiv (Cornell University)·2023Open Access
Closing the loop: Autonomous experiments enabled by machine-learning-based online data analysis in synchrotron beamline environments
arXiv (Cornell University)·2023· 1 citedOpen Access
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Frequent Co-authors

Frank Schreiber(40), Alexander Hinderhofer(15), Stefan Kowarik(12), Norbert Koch(11), Takuya Hosokai(11), Steffen Duhm(10), J. Zegenhagen(7), Stefan Sellner(7), C. Frank(7), Katharina Broch(6), Christian Breyer(5), Satoshi Kera(5), Nobuo Ueno(5), Ute Heinemeyer(5), Reinhard Scholz(5), Ingo Salzmann(4), Oleg Konovalov(4), Jens Niederhausen(4), Christoph Bürker(4), A. Goldmann(4)