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DR. Nico Hoffmann

Institute of Radiation Physics
Helmholtz-Zentrum Dresden-Rossendorf

Nico Hoffmann is heading Helmholtz AI's young investigator's group "AI for Future Photon Sciences". His research interest are physics-guided machine learning for solving inverse imaging problems as well as application of Reinforcement Learning to planning and control problems arising at large-scale research facilities and medical imaging.

Helmholtz Imaging Projects

2020: AsoftXm - Advanced soft-X-ray microscopy solutions

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©Nico Hoffmann

Helmholtz-Zentrum Dresden-Rossendorf - Dresden

Weblinks

photon-ai-research.…

Nico Hoffmann in Helmholtz Imaging CONNECT:

Application

Materials science

Materials science is an interdisciplinary field of researching and discovering materials. Materials engineering is an engineering field of finding uses for materials in other fields and industries. The intellectual origins of materials science stem from …

In Helmholtz Imaging CONNECT
➤Facilities: 4 ➤Centers: 7 ➤Instruments: 4 ➤Labs: 1 ➤Modalities: 1 ➤Experts: 8 ➤Solutions: 2

Application

Plasma Physics

Plasma (from Ancient Greek πλάσμα (plásma) 'moldable substance') is one of four fundamental states of matter (the other three being solid, liquid, and gas) characterized by the presence of a significant portion of charged particles …

In Helmholtz Imaging CONNECT
➤Facilities: 0 ➤Centers: 2 ➤Instruments: 0 ➤Labs: 0 ➤Modalities: 0 ➤Experts: 2 ➤Solutions: 0

Modality

Small Angle X-ray Scattering - SAXS

With SAXS structural and dynamic properties of soft matter can be studied. This allows the measurement of shape, size and oligomeric states of samples in solution, pf pastes powders and films. Applications of SAXS can …

In Helmholtz Imaging CONNECT
➤Applications: 1 ➤Facilities: 3 ➤Centers: 8 ➤Instruments: 2 ➤Labs: 0 ➤Experts: 5 ➤Solutions: 0

Modality

X-ray

Radiography is an imaging technique using X-rays, gamma rays, or similar ionizing radiation and non-ionizing radiation to view the internal form of an object. Applications of radiography include medical ("diagnostic" radiography and "therapeutic") and industrial …

In Helmholtz Imaging CONNECT
➤Applications: 0 ➤Facilities: 0 ➤Centers: 3 ➤Instruments: 0 ➤Labs: 3 ➤Experts: 2 ➤Solutions: 0

Modality

X-ray free-electron lasers (XFELs)

X-ray free-electron lasers (XFELs) make it possible to image biological particles, such as viruses and macromolecules with extremely intense bursts of X-rays. Any sample exposed to a single pulse of such high energy will be …

In Helmholtz Imaging CONNECT
➤Applications: 0 ➤Facilities: 0 ➤Centers: 2 ➤Instruments: 2 ➤Labs: 1 ➤Experts: 3 ➤Solutions: 0

Modality

X-ray imaging (XRI)

X-ray imaging is an imaging technique where a target's inner body is observed by measuring the amount of energy loss when irradiating the target with X-rays. Those rays are electromagnetic waves in the spectrum 1 …

In Helmholtz Imaging CONNECT
➤Applications: 3 ➤Facilities: 3 ➤Centers: 7 ➤Instruments: 10 ➤Labs: 5 ➤Experts: 15 ➤Solutions: 2

Modality

X-ray ptychography

see Ptychography

In Helmholtz Imaging CONNECT
➤Applications: 0 ➤Facilities: 1 ➤Centers: 2 ➤Instruments: 2 ➤Labs: 1 ➤Experts: 5 ➤Solutions: 0

Facility

European XFEL (EuXFEL)

The 3.4 km long European XFEL generates extremely intense X-ray flashes used by researchers from all over the world. The flashes are produced in underground tunnels and allow scientists to map atomic details of viruses, …

In Helmholtz Imaging CONNECT
➤Applications: 3 ➤Centers: 1 ➤Instruments: 3 ➤Labs: 2 ➤Modalities: 6 ➤Experts: 4 ➤Solutions: 1

Center

Helmholtz-Zentrum Dresden-Rossendorf (HZDR)

The long-term goal of the Helmholtz-Zentrum Dresden-Rossendorf (HZDR) is to conduct cutting-edge research in the areas of energy, health, and matter. Strategic collaborations with both national and international partners allow us to address some of …

In Helmholtz Imaging CONNECT
➤Applications: 24 ➤Facilities: 3 ➤Instruments: 37 ➤Labs: 18 ➤Modalities: 90 ➤Experts: 2 ➤Solutions: 1

Instrument

ELBE (HZDR) (ELBE)

ELBE is a world-wide unique instrument providing a compact, accelerator-driven photon and particle source.

In Helmholtz Imaging CONNECT
➤Applications: 0 ➤Facilities: 0 ➤Centers: 1 ➤Labs: 0 ➤Modalities: 1 ➤Experts: 1 ➤Solutions: 0

Instrument

HIBEF (EuropeanXFEL) (HIBEF)

The objective of the Helmholtz International Beamline for Extreme Fields (HIBEF) user consortium is to contribute and operate different experimental setups at the High Energy Density (HED) beamline of the European XFEL (with worldwide unique …

In Helmholtz Imaging CONNECT
➤Applications: 0 ➤Facilities: 1 ➤Centers: 2 ➤Labs: 0 ➤Modalities: 0 ➤Experts: 1 ➤Solutions: 0

Instrument

P05 Imaging Beamline @ PETRA III (IBL)

The imaging beamline (IBL) is dedicated to micro- and nanotomography at energies between 5 keV and 50 keV. The flexible design of the experimental stations allows for the investigation of samples with diameters ranging seamlessly …

In Helmholtz Imaging CONNECT
➤Applications: 7 ➤Facilities: 2 ➤Centers: 2 ➤Labs: 0 ➤Modalities: 13 ➤Experts: 10 ➤Solutions: 3

Instrument

P06 – Hard X-ray Micro/Nano-Probe (Petra III) (P06)

P06 offers visualisation with micro- or nanoscopic spatial resolution using a range of X-ray techniques such as X-ray fluorescence (XRF), X-ray absorption spectroscopy (XAS) and X-ray diffraction (XRD), over the energy range 5-21 keV. Coherent …

In Helmholtz Imaging CONNECT
➤Applications: 0 ➤Facilities: 1 ➤Centers: 1 ➤Labs: 0 ➤Modalities: 2 ➤Experts: 8 ➤Solutions: 0

Lab

Hoffmann lab

In Helmholtz Imaging CONNECT
➤Applications: 0 ➤Facilities: 0 ➤Centers: 2 ➤Instruments: 0 ➤Modalities: 0 ➤Experts: 1 ➤Solutions: 0

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