Author
Caner Sakar
Recent research
- Physics & SpaceOpen access
The deep-MOND constitutive relation is unusual from the viewpoint of an ordinary equilibrium medium. We show that any local, rotationally invariant response that is analytic in the gravitational field near zero acceleration has the form D(g) = g [χ₀ + χ₂|g|² + χ₄|g|⁴ + …] Consequ...
- Physics & SpaceOpen access
The deep-MOND constitutive relation is unusual from the viewpoint of an ordinary equilibrium medium. We show that any local, rotationally invariant response that is analytic in the gravitational field near zero acceleration has the form D(g) = g [χ₀ + χ₂|g|² + χ₄|g|⁴ + …] Consequ...
- Physics & SpaceOpen access
Prediction-Horizon Transport of Adam's Optimal Momentum State
Adam's future behavior depends not only on the model parameters but also on its hidden first-moment state. This work develops a prediction-horizon transport theory for Adam's finite-horizon optimal momentum state under frozen local quadratic dynamics in a prescribed correction su...
- Physics & SpaceOpen access
Prediction-Horizon Transport of Adam's Optimal Momentum State
Adam's future behavior depends not only on the model parameters but also on its hidden first-moment state. This work develops a prediction-horizon transport theory for Adam's finite-horizon optimal momentum state under frozen local quadratic dynamics in a prescribed correction su...
- AI & ComputingOpen access
The Optimal Momentum State of Adam under Frozen Local Dynamics
Momentum gives Adam memory: its future is determined not only by the model parameters, but also by the first- and second-moment states inherited from earlier gradients. We ask a conditional question: with the current parameters and adaptive metric fixed, what first-moment state s...
- Physics & SpaceOpen access
The Optimal Momentum State of Adam under Frozen Local Dynamics
Momentum gives Adam memory: its future is determined not only by the model parameters, but also by the first- and second-moment states inherited from earlier gradients. We ask a conditional question: with the current parameters and adaptive metric fixed, what first-moment state s...
- Physics & SpaceOpen access
The Optimal Momentum State of Adam under Frozen Local Dynamics
Momentum gives Adam memory: its future is determined not only by the model parameters, but also by the first- and second-moment states inherited from earlier gradients. We ask a conditional question: with the current parameters and adaptive metric fixed, what first-moment state s...