Publications

Yinglin Tian, Axel Kleidon, Corey Lesk, Sha Zhou, Xiangzhong Luo, Sarosh Alam Ghausi, Guangqian Wang, Deyu Zhong, and Jakob Zscheischler. Characterizing heatwaves based on land surface energy budget. Communications Earth & Environment, (5)1Springer Science and Business Media LLC, October 2024. [PUMA: budget energy heatwaves land surface] URL

Yinglin Tian, Axel Kleidon, Corey Lesk, Sha Zhou, Xiangzhong Luo, Sarosh Alam Ghausi, Guangqian Wang, Deyu Zhong, and Jakob Zscheischler. Characterizing heatwaves based on land surface energy budget. Communications Earth & Environment, (5)1Springer Science and Business Media LLC, October 2024. [PUMA: energy heatwaves surface land from:scadsfct budget] URL

Wojciech G. Stark, Julia Westermayr, Oscar A. Douglas-Gallardo, James Gardner, Scott Habershon, and Reinhard J. Maurer. Machine Learning Interatomic Potentials for Reactive Hydrogen Dynamics at Metal Surfaces Based on Iterative Refinement of Reaction Probabilities. The Journal of Physical Chemistry C, (127)50:24168–24182, American Chemical Society (ACS), December 2023. [PUMA: Computer_simulations Energy Hydrogen Mathematical_methods Scattering] URL

Lena Jurkschat, Gregor Wiedemann, Maximilian Heinrich, Mattes Ruckdeschel, and Sunna Torge. Few-Shot Learning for Argument Aspects of the Nuclear Energy Debate. In Nicoletta Calzolari, Frederic Bechet, Philippe Blache, Khalid Choukri, Christopher Cieri, Thierry Declerck, Sara Goggi, Hitoshi Isahara, Bente Maegaard, Joseph Mariani, Helene Mazo, Jan Odijk, and Stelios Piperidis (Eds.), 2022 Language Resources and Evaluation Conference, LREC 2022, 663--672, European Language Resources Association (ELRA), 2022. [PUMA: FIS_scads argument aspect-based aspects, classification discourse, energy few-shot frames, learning, mining, nuclear text]

Chen Liu, Guillaume Bellec, Bernhard Vogginger, David Kappel, Johannes Partzsch, Felix Neumärker, Sebastian Höppner, Wolfgang Maass, Steve B Furber, Robert Legenstein, and Christian G Mayr. Memory-efficient deep learning on a SpiNNaker 2 prototype. Front. Neurosci., (12):840, Frontiers Media SA, November 2018. [PUMA: SpiNNaker; deep efficient energy footprint; hardware; memory parallelism; pruning; rewiring; sparsity]