Search Results for author: Austen Lamacraft

Found 4 papers, 2 papers with code

Solving Schrödinger Bridges via Maximum Likelihood

1 code implementation3 Jun 2021 Francisco Vargas, Pierre Thodoroff, Neil D. Lawrence, Austen Lamacraft

The Schr\"odinger bridge problem (SBP) finds the most likely stochastic evolution between two probability distributions given a prior stochastic evolution.

BIG-bench Machine Learning

SchrödingeRNN: Generative Modeling of Raw Audio as a Continuously Observed Quantum State

no code implementations26 Nov 2019 Beñat Mencia Uranga, Austen Lamacraft

Our model takes the form of a stochastic Schr\"odinger equation describing the continuous time measurement of a quantum system, and is equivalent to the continuous Matrix Product State (cMPS) representation of wavefunctions in one dimensional many-body systems.

Learning Symmetries of Classical Integrable Systems

no code implementations11 Jun 2019 Roberto Bondesan, Austen Lamacraft

The solution of problems in physics is often facilitated by a change of variables.

Infinite Lattices of Vortex Molecules in Rabi-Coupled Condensates

1 code implementation30 Jan 2018 B. Mencia Uranga, Austen Lamacraft

The energy governing the alignment of molecules on a triangular lattice is found to correspond to that of an infinite system of 2D quadrupoles, which may be written in terms of an elliptic function $\mathcal{Q}(z_{ij};\omega_1 , \omega_2 )$.

Quantum Gases

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