PeerJ Author 235 Points Contributions by role Author 235 Contributions by subject area Kinesiology Data Mining and Machine Learning Biomechanics Alena M Grabowski PeerJ Author Summary Data Mining & Machine Learning Kinesiology Past or current institution affiliations University of Colorado University of Colorado at Boulder 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