Research archive

Publications

Papers across machine learning, optical computing, and stochastic physics.

Analog optical computing for AI inference and combinatorial optimization

Nature, 2025

Implicit language models are RNNs: balancing parallelization and expressivity

ICML 2025 (Spotlight)

Roadmap on neuromorphic photonics

arXiv preprint, 2025

Holographic storage for the cloud: advances and challenges

ACM Transactions on Storage, 2025

Can holographic optical storage displace Hard Disk Drives?

Communications Engineering, 2024

Resolution dependence of most probable pathways with state-dependent diffusivity

arXiv preprint, 2024

Holographic optical storage for the cloud?

OFC, 2024

Analog processing system

US patent application, 2024

Experimental measurement of relative path probabilities and stochastic actions

Physical Review X, 2021

Direct detection of molecular intermediates from first-passage times

Science Advances, 2020

Optimizing Brownian escape rates by potential shaping

PNAS, 2020

Digital phase-only holography using deep conditional generative models

arXiv preprint, 2019

Experimental evidence of symmetry breaking of transition-path times

Nature Communications, 2019

Broken detailed balance and non-equilibrium dynamics in living systems: a review

Reports on Progress in Physics, 2018

Particle transport across a channel via an oscillating potential

Physical Review E, 2017

Nonequilibrium dynamics of probe filaments in actin-myosin networks

Physical Review E, 2017

Broken detailed balance of filament dynamics in active networks

Physical Review Letters, 2016