Nature Machine Intelligence

AuthorsGianluca Fabiani; Hannes Vandecasteele; Somdatta Goswami; Constantinos Siettos; Ioannis G. Kevrekidis

Affiliations1. Hopkins Extreme Materials Institute, Johns Hopkins University, Baltimore, USA; 2. Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, USA; 3. Department of Applied Mathematics and Statistics, Johns Hopkins University, Baltimore, USA; 4. Department of Civil and Systems Engineering, Johns Hopkins University, Baltimore, USA; 5. Dipartimento di Matematica e Applicazioni ‘Renato Caccioppoli’, Università degli Studi di Napoli Federico II, Naples, Italy; 6. School of Medicine’s Department of Urology, Johns Hopkins University, Baltimore, USA

AuthorsDavid Klindt; Charles O’Neill; Patrik Reizinger; Harald Maurer; Nina Miolane

Affiliations1. Cold Spring Harbor Laboratory, Cold Spring Harbor, USA; 2. Australian National University, Canberra, Australia; 3. Max Planck Institute for Intelligent Systems, ELLIS Institute, Tübingen, Germany; 4. University of Tübingen, Tübingen, Germany; 5. University of California Santa Barbara, Santa Barbara, USA

AuthorsS. Song; B. Mazzolai; M. Kovač

Affiliations1. Department of Robotics and Mechatronics Engineering, Daegu Gyeongbuk Institute of Science and Technology (DGIST), Daegu, South Korea; 2. Laboratory of Sustainability Robotics, Swiss Federal Laboratories for Materials Science and Technology (Empa), Dübendorf, Switzerland; 3. Bioinspired Soft Robotics Laboratory, Istituto Italiano di Tecnologia (IIT), Genova, Italy; 4. Laboratory of Sustainability Robotics, Swiss Federal Institute of Technology in Lausanne (EPFL), Lausanne, Switzerland; 5. Aerial Robotics Laboratory, Imperial College London, London, UK

AuthorsCarlotta Sartore; Mohamed Elobaid; Lorenzo Rapetti; Giulio Romualdi; Stefano Dafarra; Nicola A. Piga; Ines Sorrentino; Paolo Maria Viceconte; Silvio Traversaro; Ugo Pattacini; Luca Fiorio; Francesco Draicchio; Giovanna Tranfo; Lorenzo Natale; Marco Maggiali; Daniele Pucci

Affiliations1. GenerativeBionics, Genova, Italy; 2. Artificial and Mechanical Intelligence, Istituto Italiano di Tecnologia, Genova, Italy; 3. School of Computer Science, University of Manchester, Manchester, UK; 4. Humanoid Sensing and Perception, Istituto Italiano di Tecnologia, Genova, Italy; 5. iCub Tech Facility, Istituto Italiano di Tecnologia, Genova, Italy; 6. DiMEILA, Istituto Nazionale Assicurazione Infortuni sul Lavoro, Rome, Italy

AuthorsHyunsoo Park; Aron Walsh

Affiliations1. Department of Materials, Imperial College London, London, UK

AuthorsJulius Berner; Miguel Liu-Schiaffini; Jean Kossaifi; Valentin Duruisseaux; Boris Bonev; Kamyar Azizzadenesheli; Anima Anandkumar

Affiliations1. NVIDIA Corporation, Santa Clara, USA; 2. Department of Computing and Mathematical Sciences, California Institute of Technology, Pasadena, USA

AuthorsZifeng Wang; Zheng Chen; Ziwei Yang; Xuan Wang; Qiao Jin; Yifan Peng; Zhiyong Lu; Jimeng Sun

Affiliations1. Keiji AI, Seattle, USA; 2. Institute of Scientific and Industrial Research, Osaka University, Osaka, Japan; 3. Bioinformatics Center, Institute for Chemical Research, Kyoto University, Kyoto, Japan; 4. Division of Intramural Research, National Library of Medicine, National Institutes of Health, Bethesda, USA; 5. Department of Population Health Sciences, Weill Cornell Medicine, New York, USA; 6. School of Computing and Data Science, University of Illinois Urbana-Champaign, Urbana, USA

AuthorsLihang Liu; Yang Liu; Xianbin Ye; Shanzhuo Zhang; Yuxin Li; Kunrui Zhu; Yang Xue; Jingbo Zhou; Xiaonan Zhang; Xiaomin Fang

Affiliations1. PaddleHelix Team, Baidu Inc., Shenzhen, China

AuthorsZhantao Chen; Alexander N. Petsch; Aidan J. Israelski; Rajan Plumley; Lingjia Shen; Cong Wang; Cheng Peng; Yuan Ni; Arun Bansil; Sugata Chowdhury; Mingda Li; Jana B. Thayer; Vivek Thampy; Joshua J. Turner

Affiliations1. Stanford Institute for Materials and Energy Sciences, Stanford University, Stanford, USA; 2. Linac Coherent Light Source, SLAC National Accelerator Laboratory, Menlo Park, USA; 3. Walker Department of Mechanical Engineering, The University of Texas at Austin, Austin, USA; 4. Texas Materials Institute, The University of Texas at Austin, Austin, USA; 5. Department of Physics, Carnegie Mellon University, Pittsburgh, USA; 6. Department of Physics, Northeastern University, Boston, USA; 7. Quantum Materials and Sensing Institute, Northeastern University, Burlington, USA; 8. Department of Physics and Astronomy, Howard University, Washington, USA; 9. Department of Nuclear Science and Engineering, Massachusetts Institute of Technology, Cambridge, USA; 10. Stanford Synchrotron Radiation Lightsource, SLAC National Accelerator Laboratory, Menlo Park, USA

AuthorsJohn Nassour; Nicolas Berberich; Daniel Utpadel-Fischler; Tobias Wächter; Gordon Cheng

Affiliations1. Institute for Cognitive Systems, Technical University of Munich, Munich, Germany; 2. Department of Neurology, Klinikum Rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany; 3. Department of Neurology, Centre of Movement Disorders, Centre of Rehabilitation Passauer Wolf, Bad Goegging, Germany; 4. Department of Neurodegeneration, University of Tübingen, Tübingen, Germany; 5. Hertie-Institute for Clinical Brain Research, Tübingen, Germany; 6. Center of Competence NeuroEngineering, Technical University of Munich, Munich, Germany