Building at the intersection of computer vision and biomechanics.
Selected Publications
- From Pixels to Newtons: Predicting In Vivo Joint Contact Forces from Monocular Video arXiv, 2026
- Learning golf swing signatures from a single wrist-worn inertial sensor arXiv, 2025
- SuperAnimal pretrained pose estimation models for behavioral analysis Nature Communications, 2024
- AmadeusGPT: a natural language interface for interactive animal behavioral analysis NeurIPS, 2023
- Video-driven simulation of lower limb mechanical loading during aquatic exercises Journal of Biomechanics, 2023
- Multi-animal pose estimation, identification and tracking with DeepLabCut Nature Methods, 2022
- A Primer on Motion Capture with Deep Learning: Principles, Pitfalls, and Perspectives Neuron, 2020
- Shoulder joint kinetics and dynamics during underwater forward arm elevation Journal of Biomechanics, 2018
- Shoulder mechanical demands of slow underwater exercises in the scapular plane Clinical Biomechanics, 2018
- Modulation of upper limb joint work and power during sculling while ballasted with varying loads Journal of Experimental Biology, 2017
- Upper limb joint forces and moments during underwater cyclical movements Journal of Biomechanics, 2016