Soljacic, Marin
- Nanophotonic Particle Simulation and Inverse Design Using Artificial Neural Networks
2017/10/18 by John Peurifoy, Yichen Shen, Peurifoy, John +16 · 17 citations
Materials Science · Physics and Astronomy · #Chemical and Physical Properties of Materials #Photonic Crystals and Applications #Advanced Materials and Semiconductor Technologies
- Migrating Knowledge between Physical Scenarios based on Artificial Neural Networks
2018/08/27 by Yurui Qu, Qu, Yurui, Li Jing +7 · 3 citations
Computer Science · Materials Science · #Computational Physics (physics.comp-ph) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Neural Networks and Applications #Neural Networks and Reservoir Computing
- On-Chip Optical Convolutional Neural Networks
2018/08/09 by Hengameh Bagherian, Bagherian, Hengameh, Scott A. Skirlo +9 · 3 citations
Computer Science · Engineering · #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Neural Networks and Reservoir Computing #Optical Network Technologies #Photonic and Optical Devices
- AI-Assisted Discovery of Quantitative and Formal Models in Social Science
2022/10/02 by Julia Balla, Sihao Huang, Balla, Julia +7 · 2 citations
Computer Science · #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (cs.LG) #Neural Networks and Applications #Symbolic Computation (cs.SC)
- Intense squeezed light from lasers with sharply nonlinear gain at optical frequencies
2023/06/02 by Jamison Sloan, Nguyen, Linh, Sloan, Jamison +4 · 2 citations
Physics and Astronomy · Engineering · #Advanced Fiber Laser Technologies #Photonic and Optical Devices #Quantum optics and atomic interactions
- Photonic probabilistic machine learning using quantum vacuum noise
2024/03/07 by Seou Choi, Yannick Salamin, Choi, Seou +17 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #FOS: Physical sciences #Neural Networks and Reservoir Computing #Optics (physics.optics) #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Spectroscopy Techniques in Biomedical and Chemical Research
- Quantum Electrodynamical Metamaterials
2022/09/06 by Yu, Josephine, Sloan, Jamison, Rivera, Nicholas +1 · 1 citation
#FOS: Physical sciences #Optics (physics.optics) #Quantum Physics (quant-ph)
- Noise-immune quantum correlations of intense light
2023/11/09 by Uddin, Shiekh Zia, Rivera, Nicholas, Seyler, Devin +7 · 2 citations
#FOS: Physical sciences #Quantum Physics (quant-ph)
- On the Importance of Calibration in Semi-supervised Learning
2022/10/10 by Charlotte Loh, Rumen Dangovski, Loh, Charlotte +13 · 1 citation
Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Machine Learning and Data Classification
- Strong broadband intensity noise squeezing from near-infrared to terahertz frequencies in semiconductor lasers with nonlinear dissipation
2022/12/14 by Pontula, Sahil, Sloan, Jamison, Rivera, Nicholas +1 · 1 citation
#FOS: Physical sciences #Optics (physics.optics) #Quantum Physics (quant-ph)
- Model Stitching: Looking For Functional Similarity Between Representations
2023/03/20 by Adriano Hernandez, Rumen Dangovski, Hernandez, Adriano +5 · 1 citation
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Observing the dynamics of quantum states generated inside nonlinear optical cavities
2024/12/02 by Seou Choi, Choi, Seou, Yannick Salamin +9 · 1 citation
Physics and Astronomy · Engineering · #Mechanical and Optical Resonators #Photonic and Optical Devices #Quantum optics and atomic interactions
- Large-scale self-assembled nanophotonic scintillators for X-ray imaging
2024/10/09 by Louis Martin‐Monier, Simo Pajovic, Martin-Monier, Louis +21 · 1 citation
Engineering · Medicine · Physics and Astronomy · #Advanced X-ray and CT Imaging #Atomic and Subatomic Physics Research #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Materials Science (cond-mat.mtrl-sci) #Medical Imaging Techniques and Applications #Optics (physics.optics)