Responsive materials architected in space and time

X **a, CM Spadaccini, JR Greer - Nature Reviews Materials, 2022 - nature.com
Rationally designed architected materials have attained previously untapped territories in
materials property space. The properties and behaviours of architected materials need not …

Prospects and applications of photonic neural networks

C Huang, VJ Sorger, M Miscuglio… - … in Physics: X, 2022 - Taylor & Francis
Neural networks have enabled applications in artificial intelligence through machine
learning, and neuromorphic computing. Software implementations of neural networks on …

All-optical synthesis of an arbitrary linear transformation using diffractive surfaces

O Kulce, D Mengu, Y Rivenson, A Ozcan - Light: Science & Applications, 2021 - nature.com
Spatially-engineered diffractive surfaces have emerged as a powerful framework to control
light-matter interactions for statistical inference and the design of task-specific optical …

State-of-the-art review of machine learning applications in additive manufacturing; from design to manufacturing and property control

GK Sarkon, B Safaei, MS Kenevisi, S Arman… - … Methods in Engineering, 2022 - Springer
In this review, some of the latest applicable methods of machine learning (ML) in additive
manufacturing (AM) have been presented and the classification of the most common ML …

Nonlinear processing with linear optics

M Yildirim, NU Dinc, I Oguz, D Psaltis, C Moser - Nature Photonics, 2024 - nature.com
Deep neural networks have achieved remarkable breakthroughs by leveraging multiple
layers of data processing to extract hidden representations, albeit at the cost of large …

At the intersection of optics and deep learning: statistical inference, computing, and inverse design

D Mengu, MS Sakib Rahman, Y Luo, J Li… - Advances in Optics …, 2022 - opg.optica.org
Deep learning has been revolutionizing information processing in many fields of science
and engineering owing to the massively growing amounts of data and the advances in deep …

Direct (3+ 1) D laser writing of graded-index optical elements

X Porte, NU Dinc, J Moughames, G Panusa, C Juliano… - Optica, 2021 - opg.optica.org
We propose single-step additive fabrication of graded-index optical elements by introducing
the light exposure as the additional dimension to three-dimensional (3D) laser writing …

3D printed multimode-splitters for photonic interconnects

J Moughames, X Porte, L Larger, M Jacquot… - Optical Materials …, 2020 - opg.optica.org
Photonic waveguides are promising candidates for implementing parallel, ultra-fast and ultra-
low latency interconnects. Such interconnects are an important technological asset for …

From 3D to 2D and back again

NU Dinc, A Saba, J Madrid-Wolff, C Gigli… - …, 2023 - degruyter.com
The prospect of massive parallelism of optics enabling fast and low energy cost operations
is attracting interest for novel photonic circuits where 3-dimensional (3D) implementations …

Optical tomography in additive manufacturing: a review, processes, open problems, and new opportunities

M Dharnidharka, U Chadha, LM Dasari… - The European Physical …, 2021 - Springer
Additive manufacturing is the process of producing three-dimensional objects in a layer-by-
layer technique. Due to its ability to produce complex parts directly without any additional …