researcher

Alexander Heinlein

Delft University of Technology (TU Delft)

12 papers hereh-index 17923 citations73 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position

first author2
middle author8
last author2

Across the 12 of 12 papers where every author was matched, so the position is known.

fields

math.NA11
physics.ao-ph1

affiliations

Delft University of Technology (TU Delft)

Homepage

same name

Alexander Heinlein — 9 papers, h 4
Alexander Heinlein — 9 papers, h 2
Alexander Heinlein — 7 papers, h 2
Alexander Heinlein — 4 papers, h 1
Alexander Heinlein — 2 papers, h 2
Alexander Heinlein — 1 paper, h 1

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity

20212023

most citedMultilevel domain decomposition-based architectures for physics-informed neural networks

96 citations · 123 across the 12 of their papers we have counts for

collaborators

Showing physics.ao-phShow all

1 paper · 1 filter

physics.ao-ph2023★ 16 cited

Machine learning for phase-resolved reconstruction of nonlinear ocean wave surface elevations from sparse remote sensing data

Svenja Ehlers, Marco Klein, Alexander Heinlein +4

Accurate short-term predictions of phase-resolved water wave conditions are crucial for decision-making in ocean engineering. However, the initialization of remote-sensing-based wa…