Formulation and evaluation of ocean dynamics problems as optimization problems for quantum annealing machines. [PDF]
Matsuta T, Furue R.
europepmc +1 more source
On a Stochastic Partial Differential Equation with Non-local Diffusion
Pascal Azérad, Mohamed Mellouk
openalex +2 more sources
A Unified Controllability/Observability Theory for Some Stochastic and Deterministic Partial Differential Equations [PDF]
Xu Zhang
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Phase‐Change Materials for Volatile Threshold Resistive Switching and Neuronal Device Applications
Volatile threshold switching materials are an important pathway to simulate neuronal behavior. This review summarizes recent advances in the development of volatile resistive switching devices and neuronal oscillators based on three representative phase change materials, emphasizes the major challenges in this rapidly evolving field, and provides an ...
Huandong Chen, Jayakanth Ravichandran
wiley +1 more source
Numerical Generation of Trajectories Statistically Consistent with Stochastic Differential Equations. [PDF]
Evstigneev M.
europepmc +1 more source
An Explicit Link between Gaussian Fields and Gaussian Markov Random Fields: The Stochastic Partial Differential Equation Approach [PDF]
Finn Lindgren +2 more
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SCRIPT is a novel method inferring single‐cell cis‐regulatory relationships (CRRs) from transcriptomic and chromatin accessibility data. SCRIPT incorporates two key innovations: graph causal attention networks supported by empirical CRR evidence, and representation learning enhanced through pretraining on atlas‐scale single‐cell data.
Yu Zhang +13 more
wiley +1 more source
Partial differential equations in data science. [PDF]
Bertozzi AL +3 more
europepmc +1 more source
Regularity analysis for stochastic partial differential equations with nonlinear multiplicative trace class noise [PDF]
Arnulf Jentzen, Michael Röckner
openalex +1 more source

