Daniel Lehmberg

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 6

Top Topics

Nonlinear Dimensionality Reduction

Lower Dimensional

Sparse Representation

Semi Supervised

Top Venues

J. Open Source Softw.

J. Comput. Phys.

Publications

Markus Scheidgen, Lauri Himanen, Alvin N. Ladines, David Sikter, Mohammad Nakhaee, Ádám Fekete, Theodore Chang, Amir Golparvar, José A. Márquez, Sandor Brockhauser, Sebastian Brückner, Luca M. Ghiringhelli, Felix Dietrich, Daniel Lehmberg, Thea Denell, Andrea Albino, Hampus Näsström, Sherjeel Shabih, Florian Dobener, Markus Kühbach, Rubel Mozumder, Joseph F. Rudzinski, Nathan Daelman, José M. Pizarro, Martin Kuban, Cuauhtemoc Salazar, Pavel Ondracka, Hans-Joachim Bungartz, Claudia Draxl
NOMAD: A distributed web-based platform for managing materials science research data. J. Open Source Softw. 8 (90) (2023)
Ioannis K. Gallos, Daniel Lehmberg, Felix Dietrich, Constantinos I. Siettos
Data-driven modelling of brain activity using neural networks, Diffusion Maps, and the Koopman operator. CoRR (2023)
Nikolaos Evangelou, Felix Dietrich, Eliodoro Chiavazzo, Daniel Lehmberg, Marina Meila, Ioannis G. Kevrekidis
Double Diffusion Maps and their Latent Harmonics for scientific computations in latent space. J. Comput. Phys. 485 (2023)
Nikolaos Evangelou, Felix Dietrich, Eliodoro Chiavazzo, Daniel Lehmberg, Marina Meila, Ioannis G. Kevrekidis
Double Diffusion Maps and their Latent Harmonics for Scientific Computations in Latent Space. CoRR (2022)
Daniel Lehmberg, Felix Dietrich, Gerta Köster, Hans-Joachim Bungartz
datafold: data-driven models for point clouds and time series on manifolds. J. Open Source Softw. 5 (51) (2020)
Marion Gödel, Gerta Köster, Daniel Lehmberg, Manfred Gruber, Angelika Kneidl, Florian Sesser
Can we learn where people go? CoRR (2018)