213 citations · 551 across the 19 of their papers we have counts for
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cond-mat.soft2022★ 2 cited
Integrating local energetics into Maxwell-Calladine constraint counting to design mechanical metamaterials
Jason W. Rocks, Pankaj Mehta
The Maxwell-Calladine index theorem plays a central role in our current understanding of the mechanical rigidity of discrete materials. By considering the geometric constraints eac…
cond-mat.stat-mech2022★ 1 cited
Thermodynamic origins of topological protection in nonequilibrium stochastic systems
Pankaj Mehta, Jason Rocks
Topological protection has emerged as an organizing principle for understanding and engineering robust collective behavior in electronic and material systems. Recent work suggests…
stat.ML2022
Bias-variance decomposition of overparameterized regression with random linear features
Jason W. Rocks, Pankaj Mehta
In classical statistics, the bias-variance trade-off describes how varying a model's complexity (e.g., number of fit parameters) affects its ability to make accurate predictions. A…