Inferring bifurcation diagrams with transformers

Keyphrases

• Transformer 100%
• Bifurcation Diagram 100%
• Dynamical Systems 40%
• System Parameters 20%
• Two-dimensional Systems 20%
• Training Model 20%
• Noisy Data 20%
• Bifurcation Point 20%
• Nonlinear Dynamical Systems 20%
• Positioning Stability 20%
• Shape Stability 20%
• Asymptotic Stability 20%
• Transformer-based Method 20%
• Codimension-one Bifurcation 20%
• Robustness to Noise 20%

Mathematics

• Dynamical System 100%
• System Parameter 33%
• Minimizes 33%
• Dimensional System 33%
• Noisy Data 33%
• Bifurcation Point 33%
• Asymptotic Stability 33%
• Codimension 33%
• State Variable 33%