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05/24/2023
Generative diffusion learning for parametric partial differential equations
We develop a class of data-driven generative models that approximate the...
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12/19/2022
Unsigned Play by Milan Kundera? An Authorship Attribution Study
In addition to being a widely recognised novelist, Milan Kundera has als...
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01/20/2022
On the time-domain full waveform inversion for time-dissipative and dispersive poroelastic media
This paper concerns the Time-Domain Full Waveform Inversion (FWI) for di...
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11/30/2021
Martingale product estimators for sensitivity analysis in computational statistical physics
We introduce a new class of estimators for the linear response of steady...
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11/22/2021
Canonical mean-field molecular dynamics derived from quantum mechanics
Canonical quantum correlation observables can be approximated by classic...
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09/15/2021
Semantics of European poetry is shaped by conservative forces: The relationship between poetic meter and meaning in accentual-syllabic verse
Recent advances in cultural analytics and large-scale computational stud...
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12/09/2020
On an Unknown Ancestor of Burrows' Delta Measure
This article points out some surprising similarities between a 1944 stud...
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10/05/2020
Smaller generalization error derived for deep compared to shallow residual neural networks
Estimates of the generalization error are proved for a residual neural n...
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07/21/2020
Adaptive random Fourier features with Metropolis sampling
The supervised learning problem to determine a neural network approximat...
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06/28/2020
Mapping Topic Evolution Across Poetic Traditions
Poetic traditions across languages evolved differently, but we find that...
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10/30/2019
Relative contributions of Shakespeare and Fletcher in Henry VIII: An Analysis Based on Most Frequent Words and Most Frequent Rhythmic Patterns
The versified play Henry VIII is nowadays widely recognized to be a coll...
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10/28/2019
Reply to: Large-scale quantitative profiling of the Old English verse tradition
In Nature Human Behaviour 3/2019, an article was published entitled "Lar...
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10/06/2019