681 citations
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5 papers · 1 filter
Machine Learning Enabled Graph Analysis of Particulate Composites: Application to Solid-state Battery Cathodes
Zebin Li, Shimao Deng, Yijin Liu +1
Particulate composites underpin many solid-state chemical and electrochemical systems, where microstructural features such as multiphase boundaries and inter-particle connections s…
Performance Analysis for Almost Periodic Piecewise Linear Systems with Application to Roll-to-Roll Manufacturing Control
Christopher Martin, Edward Kim, Enrique Velasquez +2
An almost periodic piecewise linear system (APPLS) is a type of piecewise linear system where the system cyclically switches between different modes, each with an uncertain but bou…
Effective quality factor of mechanical resonators under complex-frequency excitations
Wenbo Li, Skriptyan Syuhri, Pablo Tarazaga +1
We investigate the dynamics of mechanical resonators subject to excitations comprising of an oscillating or harmonic part, whose amplitude decays exponentially in time. We call the…
Human-Exoskeleton Kinematic Calibration to Improve Hand Tracking for Dexterous Teleoperation
Haiyun Zhang, Stefano Dalla Gasperina, Saad N. Yousaf +3
Hand exoskeletons are critical tools for dexterous teleoperation and immersive manipulation interfaces, but achieving accurate hand tracking remains a challenge due to user-specifi…
Machine Learning Potentials for Alloys: A Detailed Workflow to Predict Phase Diagrams and Benchmark Accuracy
Siya Zhu, Doguhan Sariturk, Raymundo Arroyave
High-entropy alloys (HEAs) have attracted increasing attention due to their unique structural and functional properties. In the study of HEAs, thermodynamic properties and phase st…