98 citations · 278 across the 7 of their papers we have counts for
7 papers
Single Step Phase Optimisation for Coherent Beam Combination using Deep Learning
Ben Mills, James A. Grant-Jacob, Matthew Praeger +3
Coherent beam combination of multiple fibres can be used to overcome limitations such as the power handling capability of single fibre configurations. In such a scheme, the focal i…
Playing optical tweezers with deep reinforcement learning: in virtual, physical and augmented environments
Matthew Praeger, Yunhui Xie, James A. Grant-Jacob +2
Reinforcement learning was carried out in a simulated environment to learn continuous velocity control over multiple motor axes. This was then applied to a real-world optical tweez…
Modeling adult skeletal stem cell response to laser-machined topographies through deep learning
Benita S. Mackay, Matthew Praeger, James A. Grant-Jacob +4
The response of adult human bone marrow stromal stem cells to surface topographies generated through femtosecond laser machining can be predicted by a deep neural network. The netw…
An all-optical spatial light modulator for field-programmable silicon photonic circuits
Roman Bruck, Kevin Vynck, Philippe Lalanne +5
Reconfigurable photonic devices capable of routing the flow of light enable flexible integrated-optic circuits that are not hard-wired but can be externally controlled. Analogous t…
Ultrafast Photomodulation Spectroscopy: a device-level tool for characterizing the flow of light in integrated photonic circuits
Roman Bruck, Ben Mills, David J. Thomson +4
Advances in silicon photonics have resulted in rapidly increasing complexity of integrated circuits. New methods are desirable that allow direct characterization of individual opti…
An ultrafast reconfigurable nanophotonic switch using wavefront shaping of light in a nonlinear nanomaterial
Tom Strudley, Roman Bruck, Ben Mills +1
We demonstrate a new concept for reconfigurable nanophotonic devices exploiting ultrafast nonlinear control of shaped wavefronts in a multimode nanomaterial consisting of semicondu…