Convex optimization algorithms in medical image reconstruction-in the age of AI. [PDF]
Xu J, Noo F.
europepmc +1 more source
TIP-INN: A thermodynamics-informed machine learning framework for the mechanical behavior of rocks. [PDF]
Li K +5 more
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Efficient Estimation of Semiparametric Conditional Moment Models with Possibly Nonsmooth Residuals [PDF]
This paper considers semiparametric efficient estimation of conditional moment models with possibly nonsmooth residuals in unknown parametric components (theta) and unknown functions (h) of endogenous variables.
Demian Pouzo, Xiaohong Chen
core
Universality for Taylor coefficients of rational functions under perturbations. [PDF]
Baryshnikov Y, Pemantle R.
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Variational and phase response analysis for limit cycles with hard boundaries, with applications to neuromechanical control problems. [PDF]
Wang Y, Gill JP, Chiel HJ, Thomas PJ.
europepmc +1 more source
Non-Smooth Control Barrier Navigation Functions for STL Motion Planning. [PDF]
Zehfroosh A, Tanner HG.
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Nonsmooth critical point theory and applications to nonlinear differential problems
The motivation for nonsmooth calculus arises from the limitations of classical anal- ysis, where differentiability assumptions often exclude many relevant models. Real world problems in engineering, economics, and optimization frequently involve ir- regular, discontinuous, or nondifferentiable data.
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Spending Operators and Weak Power-Port Decompositions for Path-Dependent Entropic Lagrangians. [PDF]
Ren H.
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We consider nonlinear periodic systems driven by the p-Laplacian and with a nonsmooth locally Lipschitz potential function. In the right hand side forcing term, we have the combined effects of p-sublinear (concave) and p-superlinear (convex) terms ...
PAPALINI, Francesca, PAPAGEORGIOU N
core
Causal K-Means Clustering. [PDF]
Kim K, Kim J, Kennedy EH.
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