From the 1 of 12 linked papers with an AI index.
3 citations · 3 across the 1 of their papers we have counts for
12 papers
Interpreting Bohm-like quantum potentials in "Computing quantum waves exactly from classical action"
Winfried Lohmiller, Jean-Jacques Slotine
The paper clarifies that Bohm‑like quantum potentials vanish along extremal action paths when the action Laplacian is space‑independent, contrasting with the standard Bohm‑Madelung…
NRGPT: An Energy-based Alternative for GPT
Nima Dehmamy, Benjamin Hoover, Bishwajit Saha +3
Generative Pre-trained Transformer (GPT) architectures are the most popular design for language modeling. Energy-based modeling is a different paradigm that views inference as a dy…
Quantum Optimal Control for Coherent Spin Dynamics of Radical Pairs via Pontryagin Maximum Principle
Ugur G. Abdulla, Jose H. Rodrigues, Jean-Jacques Slotine
This paper aims to devise the shape of the external electromagnetic field that drives the spin dynamics of radical pairs to a quantum coherent state through maximization of the tri…
Riemannian Optimization in Modular Systems
Christian Pehle, Jean-Jacques Slotine
Understanding how systems built out of modular components can be jointly optimized is an important problem in biology, engineering, and machine learning. The backpropagation algori…
Unlocked Backpropagation using Wave Scattering
Christian Pehle, Jean-Jacques Slotine
Both the backpropagation algorithm in machine learning and the maximum principle in optimal control theory are posed as a two-point boundary problem, resulting in a "forward-backwa…
On computing quantum waves exactly from classical and relativistic action
Winfried Lohmiller, Jean-Jacques Slotine
We show that the Schrödinger equation can be solved exactly based only on classical least action. Fundamental postulates of quantum mechanics can in turn be derived directly from…