Research

P1 Publications

  • Nature Scientific Data

    Transition1x – a dataset for building generalizable reactive machine learning potentials

    Mathias Schreiner, Arghya Bhowmik, Tejs Vegge, Jonas Busk, Ole Winther

  • Machine Learning: Science and Technology

    NeuralNEB—neural networks can find reaction paths fast

    Mathias Schreiner, Arghya Bhowmik, Tejs Vegge, Peter B. Jørgensen, Ole Winther

  • Nature Climate Change

    Nation-wide mapping of tree-level aboveground carbon stocks in Rwanda

    Maurice Mugabowindekwe, Martin Brandt, Jérôme Chave, Florian Reiner, David L. Skole, Ankit Kariryaa, Christian Igel, Pierre Hiernaux, Philippe Ciais, Ole Mertz, Xiaoye Tong, Sizhuo Li, Gaspard Rwanyiziri, Thaulin Dushimiyimana, Alain Ndoli, Valens Uwizeyimana, Jens-Peter B. Lillesø, Fabian Gieseke, Compton J. Tucker, Sassan Saatchi, Rasmus Fensholt

  • Nature Scientific reports

    Communicate hope to motivate the public during the COVID-19 pandemic

    Michael B. Petersen, Lasse E. Christiansen, Alexander Bor, Marie F. Lindholt, Frederik Jørgensen, Rebecca Adler-Nissen, Andreas Roepstorff, Sune Lehmann J.

  • Nature Scientific reports

    Growing urban bicycle networks

    Michael Szell, Sayat Mimar, Tyler Perlman, Gourab Ghoshal, Roberta Sinatra

  • Sensors 2022

    User Based Development and Test of the EXOTIC Exoskeleton: Empowering Individuals with Tetraplegia Using a Compact, Versatile, 5-DoF Upper Limb Exoskeleton Controlled through Intelligent Semi-Automated Shared Tongue Control

    Mikkel B. Thøgersen, Mostafa Mahammadi, Muhammad A. Gull, Stefan H. Bengtson, Frederik V. Kobbelgaard, Bo Bentsen, Benjamin Y. A. Khan, Kåre E. Severinsen, Shaoping Bai, Thomas Bak, Thomas B. Moeslund, Anne M. Kanstrup, Lotte N. S. A. Struijk

  • Association for Computational Linguistics

    Word Order Does Matter and Shuffled Language Models Know It

    Mostafa Abdou, Vinit Ravishankar, Artut Kulmizev, Anders Søgaard

  • IEEE Transactions on Neural Networks and Learning Systems

    CARRNN: A Continuous Autoregressive Recurrent Neural Network for Deep Representation Learning From Sporadic Temporal Data

    Mostafa M. Ghazi, Lauge Sørensen, Sébastien Ourselin, Mads Nielsen

  • PLOS Computational Biology

    Modulation transfer functions for audiovisual speech

    Nicolai F. Pedersen, Torsten Dau, Lars K. Hansen, Jens Hjortkjær

  • Association for Computational Linguistics

    Do Transformer Models Show Similar Attention Patterns to Task-Specific Human Gaze?

    Oliver Eberle, Stephanie Brandl, Jonas Pilot, Anders Søgaard

  • Frontiers in Neuroscience

    The sense of agency in emerging technologies for human–computer integration: A review

    Patricia Cornelio, Patrick Haggard, Kasper Hornbæk, Orestis Georgiou, Joanna Bergström, Sriram Subramanian, Marianna Obrist

  • IEEE Access

    The Minimum Overlap-Gap Algorithm for Speech Enhancement

    Poul Hoang, Zheng-Hua Tan, Jan M. de Haan, Jesper Jensen

  • ISME Communications

    Machine learning and deep learning applications in microbiome research

    Ricardo H. Medina, Svetlana Kutuzova, Knud N. Nielsen, Joachim Johansen, Lars H. Hansen, Mads Nielsen, Simon Rasmussen

  • Computer Graphics forum

    JOKR: Joint Keypoint Representation for Unsupervised Cross-Doman Motion Retargeting

    Ron Mokady, Rotem Tzaban, Sagie Benaim, Amit H. Bermano, Daniel Cohen-Or

  • Pattern Recognition

    Visual explanation of black-box model: Similarity Difference and Uniqueness (SIDU) method

    Satya M. Muddamsetty, Mohammad N. S. Jahromi, Andreea E. Ciontos, Laura M. Fenoy, Thomas B. Moeslund

  • Computers in Industry

    Different networks for different purposes: A network science perspective on collaboration and communication in an engineering design project

    Sebastiano A. Piccolo, Sune Lehmann J., Anja M. Maier

  • Nature Human Behaviour

    Sleep during travel balances individual sleep needs

    Sigga S. Jonasdottir, James Bagrow, Sune Lehmann J.

  • Applied Sciences 2022

    Computer Vision-Based Adaptive Semi-Autonomous Control of an Upper Limb Exoskeleton for Individuals with Tetraplegia

    Stefan H. Bengtson, Mikkel B. Thøgersen, Mostafa Mohammadi, Frederik V. Kobbelgaard, Muhammad A. Gull, Lotte N. S. A. Struijk, Thomas Bak, Thomas B. Moeslund

  • Proceedings of the International AAAI Conference on Web and Social Media

    Evaluating Deep Taylor Decomposition for Reliability Assessment in the Wild

    Stephanie Brandl, Daniel Hershcovich, Anders Søgaard

  • Behavior Research Methods

    Eye tracking: empirical foundations for a minimal reporting guideline

    Kenneth Holmqvist, Saga L. Örbom, Ignace T. C. Hooge, Diederick C. Niehorster, Robert G. Alexander, Richard Andersson, Jeroen S. Benjamins, Pieter Blignaut, Anne-Marie Brouwer, Lewis L. Chuang, Kirsten A. Dalrymple, Denis Drieghe, Matt J. Dunn, Ulrich Ettinger, Susann Fiedler, Tom Foulsham, Jos N. van der Geest, Dan W. Hansen, Samuel B. Hutton, Enkelejda Kasneci, Alan Kingstone, Paul C. Knox, Ellen M. Kok, Helena Lee, Joy Y. Lee, Jukka M. Leppänen, Stephen Macknik, Päivi Majaranta, Susana Martinez-Conde, Antje Nuthmann, Marcus Nyström, Jacob L. Orquin, Jorge Otero-Millan, Soon Y. Park, Stanislav Popelka, Frank Proudlock, Frank Renkewitz, Austin Roorda, Michael Schulte-Mecklenbeck, Bonita Sharif, Frederick Shic, Mark Shovman, Mervyn G. Thomas, Ward Venrooij, Raimondas Zemblys, Roy S. Hessels

  • National Science Review

    Chunyun versus lockdown

    Sune Lehmann J.

  • Nature Scientific reports

    Quantifying daily rhythms with non-negative matrix factorization applied to mobile phone data

    Talayeh Aledavood, Ilkka Kivimäki, Sune Lehmann J., Jari Saramäki

  • Association for Computational Linguistics

    The Sensitivity of Annotator Bias to Task Definitions in Argument Mining

    Terne S. T. Jakobsen, Maria Barrett, Anders Søgaard, David D. Lassen

  • Virtual Reality

    Step on it: asymmetric gain functions improve starting and stopping in virtual reality walking

    Thomas van Gemert, Kasper Hornbæk, Joanna Bergström

  • International Journal of Human-Computer Studies

    A user-derived mapping for mid-air haptic experiences

    Tor-salve Dalsgaard, Joanna Bergström, Marianna Obrist, Kasper Hornbæk