PeerJ Author 235 Points Contributions by role Author 235 Contributions by subject area Kinesiology Data Mining and Machine Learning Biomechanics Ryan S Alcantara PeerJ Author Summary Anatomy & Physiology Data Science Past or current institution affiliations Stanford University University of Colorado University of Colorado at Boulder Work details Postdoctoral Research Fellow Stanford University Bioengineering, Wu Tsai Human Performance Alliance Identities @Ryan_Alcantara_ Websites Personal Website Google Scholar PeerJ Contributions Articles 2 January 4, 2022 Predicting continuous ground reaction forces from accelerometers during uphill and downhill running: a recurrent neural network solution Ryan S. Alcantara, W. Brent Edwards, Guillaume Y. Millet, Alena M. Grabowski https://doi.org/10.7717/peerj.12752 PubMed 35036107 April 12, 2021 Sacral acceleration can predict whole-body kinetics and stride kinematics across running speeds Ryan S. Alcantara, Evan M. Day, Michael E. Hahn, Alena M. Grabowski https://doi.org/10.7717/peerj.11199 PubMed 33954039