Mathematical Modeling

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Parameter estimation in generalized fractional neuronal models

聽馃Machine Learning 聽Content type: Academic
arxiv.org路

LFNO: Bridging Laplace and Fourier via Transient-Steady Decomposition

聽馃敩Systems Biology 聽Content type: Academic
arxiv.org路
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Soft-X-ray momentum microscopy of nonlinear magnon interactions

聽馃ИProteomics 聽Content type: Academic
nature.com路

Optimal linear filtering of partially observed polynomial processes in discrete and continuous time

聽馃Machine Learning 聽Content type: Academic
arxiv.org路

Hybridizing Equilibrium Propagation with Ising Machines for Efficient Energy-Based Learning

聽馃Machine Learning 聽Content type: Academic
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A Data-Free Symbolic Regression Approach for Solving Equations

聽馃捇Computational Biology 聽Content type: Academic
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Empirical Transfer Operators and Finite-Sample Change Detection for Noisy Expanding Interval Maps

聽馃捇Computational Biology 聽Content type: Academic
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A Microlocal Open-Boundary Method for Residual-Based Wave Solvers on Unbounded Domains

聽馃捇Computational Biology 聽Content type: Academic
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Adressing Separation: A Firth-corrected Joint Model for Longitudinal and Time-to-event Data with an Application on Dropout from Vocational Training

聽馃敩Systems Biology 聽Content type: Academic
arxiv.org路

A higher order numerical method for singularly perturbed elliptic problems with characteristic boundary layers

聽馃捇Computational Biology 聽Content type: Academic
arxiv.org路

HDSense: An efficient method for ranking observable sensitivity

聽馃Machine Learning 聽Content type: Academic
arxiv.org路

Capturing non-Markovian dynamics in non-equilibrium stochastic systems using flow matching

聽馃捇Computational Biology 聽Content type: Academic
arxiv.org路

On statistical inference for non-linear dynamical systems evolving in their global attractor

聽馃敩Systems Biology 聽Content type: Academic
arxiv.org路

Control-Theoretic View of Neural ODEs: Empirical Controllability and Observability

聽馃Machine Learning 聽Content type: Academic
arxiv.org路

Towards 6G Single-Anchor Vehicle Localization Exploiting Radio-Reflective Road Markings in Tunnel Environments

聽馃Machine Learning 聽Content type: Academic
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Systematic LLM Translation of Legacy Scientific Code to Differentiable Frameworks: Application to a Land Surface Model

聽馃捇Computational Biology 聽Content type: Academic
arxiv.org路

Mitigating the Contractivity Trap in Diffusion ODEs via Stein Stabilization

聽馃捇Computational Biology 聽Content type: Academic
arxiv.org路

DAS-PINNs for high-dimensional partial differential equations: extending deep adaptive sampling to spacetime domains

聽馃Machine Learning 聽Content type: Academic
arxiv.org路

Stable and Scalable Probabilistic Numerical Solvers for Stiff and High-Dimensional ODEs

聽馃捇Computational Biology 聽Content type: Academic
arxiv.org路

A decoupled energy-stable mixed finite element method for Poisson-Nernst-Planck-Navier-Stokes equations

聽馃捇Computational Biology 聽Content type: Academic
arxiv.org路
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