Inverse design for compact magneto-optics
Lead Research Organisation:
University of Glasgow
Department Name: School of Physics and Astronomy
Abstract
Much of the modern world relies on communication using fibre optic cables. These are essentially long tubes of glass through which pulses of light can be sent, transferring information from one end to the other. Filtering and manipulation of the light before or after the fibre optic cable enables the pulses of light to be converted to and from human-readable information. In an analogy with how electronic devices manipulate electrons, such light-manipulating devices work with photons, so their design and characterisation is the field of photonics. In the same way as miniaturisation has dramatically improved the performance of electronics, photonic devices will become more and more commonplace as their dimensions are reduced.
One photonic component that has proved particularly difficult to shrink is the optical isolator, which allows light to propagate in one direction but not in the other. These are used extensively in fibre optical communication and are beginning to find a role in the object detection systems used in self-driving cars (LiDAR). They are typically built using a class of materials exhibiting a phenomenon known as the magneto-optic effect, which can be exploited to allow unidirectional propagation. Attempts to create smaller devices using the same materials have run into significant problems. These are mostly related to some practical issues encountered when very precisely manipulating magneto-optical materials at microscopic scales.
A route around this is to use a material more suited to use in very tiny devices. An obvious candidate is silicon, as the vast existing infrastructure for computer processors means silicon-based manufacturing is very advanced. Unfortunately, silicon has weak magneto-optical properties, so it seems unsuitable for use as an optical isolator.
This project will sidestep this difficulty using a technique known as inverse design, in which the human is removed from the design process. Instead, a computer uses efficient algorithms to determine an optimal structure to achieve a particular goal. This technique has been shown to dramatically increase the performance of all kinds of devices in various contexts. In this project, the team will apply the algorithm in such a way that designs for high-performance, miniaturised optical isolators will be the end result. These will be small enough to be built into compact photonic devices, improving for example the performance of fibre-optical communications or the technology used in automated vehicles.
One photonic component that has proved particularly difficult to shrink is the optical isolator, which allows light to propagate in one direction but not in the other. These are used extensively in fibre optical communication and are beginning to find a role in the object detection systems used in self-driving cars (LiDAR). They are typically built using a class of materials exhibiting a phenomenon known as the magneto-optic effect, which can be exploited to allow unidirectional propagation. Attempts to create smaller devices using the same materials have run into significant problems. These are mostly related to some practical issues encountered when very precisely manipulating magneto-optical materials at microscopic scales.
A route around this is to use a material more suited to use in very tiny devices. An obvious candidate is silicon, as the vast existing infrastructure for computer processors means silicon-based manufacturing is very advanced. Unfortunately, silicon has weak magneto-optical properties, so it seems unsuitable for use as an optical isolator.
This project will sidestep this difficulty using a technique known as inverse design, in which the human is removed from the design process. Instead, a computer uses efficient algorithms to determine an optimal structure to achieve a particular goal. This technique has been shown to dramatically increase the performance of all kinds of devices in various contexts. In this project, the team will apply the algorithm in such a way that designs for high-performance, miniaturised optical isolators will be the end result. These will be small enough to be built into compact photonic devices, improving for example the performance of fibre-optical communications or the technology used in automated vehicles.
People |
ORCID iD |
| Robert Bennett (Principal Investigator) |
Publications
Cisowski C
(2024)
Toward nanophotonic optical isolation via inverse design of energy transfer in nonreciprocal media
in Physical Review A
Kilianski R
(2022)
Inverse design of arbitrary optical helicity patterns
Kilianski R
(2023)
Inverse design of arbitrary optical helicity patterns
in Physical Review Research
Kilianski R
(2024)
Atoms near a conducting wedge: Decay rates and entanglement around a corner
in Physical Review A
Westerberg N
(2023)
Perturbative light-matter interactions; from first principles to inverse design
in Physics Reports
Ye Z
(2024)
Theory of paraxial optical skyrmions
in Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences
| Description | This grant aims to design structures that ensure light can travel one way through them, but not the other. Ultimately this will be applied to laser beams for applications in computation and communications. As an initial step, we have applied our ideas about optimisation of designs to a simpler case where the incoming light is not a laser beam, but instead is modelled as emanating from a single tiny point. This makes the mathematics more similar to research the team has done before, and was successfully used as a test-bed to show that the optimisation techniques actually work. These techniques can then be used in future design of technological devices, for example the optical isolator. |
| Exploitation Route | The optimisation techniques introduced can be used in any setting where one-way propagation is desired. This is not just in optics, for example applications in acoustics or seismic modelling may arise. Within optics, having one-way propagation at the small scales required in next-generation computational devices will ensure that the development of light-based technology can continue. A collaboration with colleagues in microwave engineering has begun, in which the energy transfer-optimising lenses will be manufactured and tested, with applications in 6G communications. |
| Sectors | Electronics Energy |
| URL | https://journals.aps.org/pra/abstract/10.1103/PhysRevA.109.043533 |
| Description | Chair of Optica Technical group Polarization Management and Propagation |
| Geographic Reach | Multiple continents/international |
| Policy Influence Type | Participation in a guidance/advisory committee |
| URL | https://www.optica.org/get_involved/technical_groups/fdi/polarization_(fp)/ |
| Description | Invited talk at META 2023 Paris |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Other audiences |
| Results and Impact | Dr. Bennett was invited to give a talk at a large international conference (META 2023 Paris). The talk was titled "Green's tensor inverse design of light-matter interactions" and outlined some of the formalism developed during the project. In particular this led to an interaction with Prof. Jelena Vuckovic of Stanford University, USA, who is one of the leading practitioners of inverse design. Prof. Vuckovic expressed a strong interest in the work and asked to be alerted to publications when they appear. |
| Year(s) Of Engagement Activity | 2023 |
| URL | https://metaconferences.org/META23/index.php/META/index |
| Description | META 2023 Paris Poster Presentation |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Other audiences |
| Results and Impact | Dr Cisowski presented a poster "Level-set optimization of non-reciprocal media" at a large international conference (META 2023) in Paris, France. Around 30-40 international researchers engaged with the poster, some of whom entered into discussions with Dr Cisowski. Some of the ideas exchanged therein have informed subsequent research conducted during the project. |
| Year(s) Of Engagement Activity | 2023 |
| Description | Outreach event at Glasgow Science Festival |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Schools |
| Results and Impact | Dr Cisowski was part of a team who set up a stall at Glasgow Science Festival 2023 at the Riverside Museum in Glasgow. The activity on the stall was a presentation of how polarimetry works and, with hand made polarimeters that were assembled by the audience on-site. The main engagement was with school groups from all over Scotland, but the Riverside Museum remained open to the public throughout the event and is popular with tourists, so members of the public from as far afield as Spain were also engaged. |
| Year(s) Of Engagement Activity | 2023 |
| URL | https://www.gla.ac.uk/events/sciencefestival/ |
| Description | Talk at Cambridge Graphene Center |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | National |
| Primary Audience | Professional Practitioners |
| Results and Impact | The PI gave a talk at Cambridge Graphene Center, focusing on how inverse design can be used to enhance observables dependent on the quantum vacuum. Two avenues of further collaboration were identified with the Center's director (Andrea Ferrari), concerning Casimir forces for graphene sheets. |
| Year(s) Of Engagement Activity | 2024 |
| Description | Talk at PIERS 2023 Prague |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Other audiences |
| Results and Impact | Dr Bennett gave a talk at a large international conference (PIERS Prague) titled Inverse Design of Light-matter Interactions. During this conference Dr. Bennett learnt more about diverse approaches to and applications of inverse design, informing his practice for the work done on the grant. |
| Year(s) Of Engagement Activity | 2023 |
| URL | https://prague2023.piers.org/preview.html?pid=230204140140 |
| Description | Talk at SPIE Photonex Glasgow (Level-set optimization of nonreciprocal media) |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Professional Practitioners |
| Results and Impact | Around 40 academics and industry leaders attended a talk by Claire Cisowski at SPIE Photonex 2023, where our new techniques in Level-set optimization of nonreciprocal media were presented. This stimulated a discussion and increased wider knowledge of our work. |
| Year(s) Of Engagement Activity | 2023 |
| URL | https://spie.org/documents/ConferencesExhibitions/Programs/2023/SPIE-Photonex-2023-Final-Exhibit-Gui... |
| Description | Women in Physics Network Seminar |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Geographic Reach | Regional |
| Primary Audience | Other audiences |
| Results and Impact | Dr Cisowski was part of the organising team for an 'unconference' focused in Women in Physics. There were small discussion groups around diversity and inclusion that discussed topics such as: dealing with impostor syndrome, life work balance, building a more inclusive community. This was organised jointly with the Justice, Equality, Diversity and Inclusion (JEDI) network run by the University of Glasgow's Dr Caroline Muellenbroich, and the University of Strathclyde's WISPA (Women in Strathclyde Physics Association). |
| Year(s) Of Engagement Activity | 2022 |
| URL | https://www.gla.ac.uk/schools/physics/equality/networksandevents/glasgowwomeninphysics/ |
| Description | Workshop with school pupils about how one can communicate with polarization |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Geographic Reach | National |
| Primary Audience | Schools |
| Results and Impact | 180 students (split across 4 workshops) were shown how polarisation can be used to communicate. This led to discussion and questions. |
| Year(s) Of Engagement Activity | 2023 |