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69
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Theory of learning of high-dimensional controlled
non-linear
dynamical
systems (I): models and methods
⛰️
Gradient Descent
Content type:
Academic
arxiv.org
·
3d
3 days ago
Actions for Theory of learning of high-dimensional controlled non-linear dynamical systems (I): models and methods
Physics-informed neural networks with caputo-fabrizio derivatives for nonlinear fractal-fractional delay
equations
and chaotic
systems
⛰️
Gradient Descent
Content type:
Academic
nature.com
·
1d
1 day ago
Actions for Physics-informed neural networks with caputo-fabrizio derivatives for nonlinear fractal-fractional delay equations and chaotic systems
Evolution of phenocopying in a
dynamical
model of developmental trajectories
🔥
ComplexHeatmap
journals.plos.org
·
1d
1 day ago
Actions for Evolution of phenocopying in a dynamical model of developmental trajectories
BenchEvolver: Frontier Task Synthesis via Solution-Centric Evolution
🎲
Stochastic differential equation
benchevolver.github.io
·
5d
5 days ago
·
Hacker News
Actions for BenchEvolver: Frontier Task Synthesis via Solution-Centric Evolution
Minimal essential requirements for neural tube self-organisation
🧬
Gene Expression
Content type:
Academic
biorxiv.org
·
2d
2 days ago
Actions for Minimal essential requirements for neural tube self-organisation
Analysis of Metastable States in the Transformer Activation Space
🗺️
UMAP
lesswrong.com
·
4d
4 days ago
Actions for Analysis of Metastable States in the Transformer Activation Space
Control-Theoretic View of Neural ODEs: Empirical Controllability and Observability
🎲
Stochastic differential equation
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for Control-Theoretic View of Neural ODEs: Empirical Controllability and Observability
Multiscale learning of gene network-driven phenotypic
dynamics
of single cells
🔬
Single-cell RNA-Seq
Content type:
Academic
link.springer.com
·
6d
6 days ago
Actions for Multiscale learning of gene network-driven phenotypic dynamics of single cells
Social intelligence Arises Between Minds
🔢
Embeddings
psychologytoday.com
·
3d
3 days ago
Actions for Social intelligence Arises Between Minds
SAT-Physical Thermodynamic Framework: treating constraints as a thermal
system
📐
Computational Geometry
Content type:
Code
github.com
·
5d
5 days ago
·
Hacker News
Actions for SAT-Physical Thermodynamic Framework: treating constraints as a thermal system
Stable and Scalable Probabilistic
Numerical
Solvers for
Stiff
and High-Dimensional ODEs
🎲
Stochastic differential equation
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for Stable and Scalable Probabilistic Numerical Solvers for Stiff and High-Dimensional ODEs
COGENT: Continuous Graph Emulators with Neural
Ordinary
Differential
Equations
for Long-Term Physical Forecasting
🎲
Stochastic differential equation
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for COGENT: Continuous Graph Emulators with Neural Ordinary Differential Equations for Long-Term Physical Forecasting
Less-relevant results
Model Routing Will Control the Future of Economic
Value
🗺️
Network Visualization
briefing.forwardfuture.ai
·
5d
5 days ago
Actions for Model Routing Will Control the Future of Economic Value
LFNO: Bridging Laplace and Fourier via Transient-Steady Decomposition
⛰️
Gradient Descent
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for LFNO: Bridging Laplace and Fourier via Transient-Steady Decomposition
A multiscale, Bayesian inference approach to augment mechanistic models of cell signaling with machine-learning predictions of binding affinity
🎲
Stochastic differential equation
journals.plos.org
·
5d
5 days ago
Actions for A multiscale, Bayesian inference approach to augment mechanistic models of cell signaling with machine-learning predictions of binding affinity
Mitigating the Contractivity Trap in Diffusion ODEs via Stein Stabilization
🎲
Stochastic differential equation
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for Mitigating the Contractivity Trap in Diffusion ODEs via Stein Stabilization
A Dataset of Benchmark Boolean Models for Gene Regulatory Networks
🗺️
Network Visualization
Content type:
Academic
nature.com
·
5d
5 days ago
Actions for A Dataset of Benchmark Boolean Models for Gene Regulatory Networks
Parameter uncertainty in
dynamical
models: a practical identifiability index
🎲
Stochastic differential equation
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for Parameter uncertainty in dynamical models: a practical identifiability index
Inferring hidden forcing in a biological oscillator using Kolmogorov-Arnold networks
⛰️
Gradient Descent
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for Inferring hidden forcing in a biological oscillator using Kolmogorov-Arnold networks
Predictive modeling in biology and medicine: Digital twins and multi-scale modeling
📦
Compartmental Models
journals.plos.org
·
6d
6 days ago
Actions for Predictive modeling in biology and medicine: Digital twins and multi-scale modeling
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