Výsledky vyhledávání - "Jonathan, B."

We study the probability tail properties of Inverse Probability Weighting (IPW) estimators of the Average Treatment Effect (ATE) when there is limited overlap between the covariate distributions of the treatment and control groups. Under unconfounded

Externí odkaz: http://arxiv.org/abs/2412.08458

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Soft Checksums to Flag Untrustworthy Machine Learning Surrogate Predictions and Application to Atomic Physics Simulations

Autor: Lauer, Casey, Blake, Robert C., Freund, Jonathan B.

Trained neural networks (NN) are attractive as surrogate models to replace costly calculations in physical simulations, but are often unknowingly applied to states not adequately represented in the training dataset. We present the novel technique of

Externí odkaz: http://arxiv.org/abs/2412.03497

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Quantum geometry induced microwave enhancement of flat band superconductivity

Autor: Arora, Arpit, Curtis, Jonathan B., Narang, Prineha

Photo-control of correlated phases is central to advancing and manipulating novel functional properties of quantum materials. Here, we explore microwave enhancement of superconductivity in flat bands through generation of nonequilibrium quasiparticle

Externí odkaz: http://arxiv.org/abs/2411.03437

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