Neurolight: A physics-agnostic neural operator enabling parametric photonic device simulation
Optical computing has become emerging technology in next-generation efficient artificial
intelligence (AI) due to its ultra-high speed and efficiency. Electromagnetic field simulation is …
intelligence (AI) due to its ultra-high speed and efficiency. Electromagnetic field simulation is …
Gated recurrent unit (GRU)-based deep learning method for spectrum estimation and inverse modeling in plasmonic devices
In this research, we propose a deep learning model employing gated recurrent units (GRUs)
for the transmission spectrum prediction, and computational inverse designing of all-optical …
for the transmission spectrum prediction, and computational inverse designing of all-optical …
PIC2O-Sim: A Physics-Inspired Causality-Aware Dynamic Convolutional Neural Operator for Ultra-Fast Photonic Device FDTD Simulation
The finite-difference time-domain (FDTD) method, which is important in photonic hardware
design flow, is widely adopted to solve time-domain Maxwell equations. However, FDTD is …
design flow, is widely adopted to solve time-domain Maxwell equations. However, FDTD is …
Integrating machine learning into process-based modeling to predict the ammonia loss from stored slurry dairy manure
Effective manure storage management on dairy farms is crucial for maximizing its value as
fertilizer, reducing costs, and minimizing environmental pollution. However, manure nitrogen …
fertilizer, reducing costs, and minimizing environmental pollution. However, manure nitrogen …
[PDF][PDF] Light-AI Interaction: Bridging Photonics and AI with Cross-Layer Hardware/Algorithm Co-Design
Weekly Report 07/31/2019 Page 1 Light-AI Interaction: Bridging Photonics and AI with Cross-Layer
Hardware/Algorithm Co-Design June 15, 2023 Jiaqi Gu1,2, Hanqing Zhu1, Chenghao Feng1,3 …
Hardware/Algorithm Co-Design June 15, 2023 Jiaqi Gu1,2, Hanqing Zhu1, Chenghao Feng1,3 …
Integrating Machine Learning Into Process-Based Modeling to Predict Ammonia Losses From Stored Liquid Dairy Manure
RAK Genedy - 2023 - vtechworks.lib.vt.edu
Storing manure on dairy farms is essential for maximizing its fertilizer value, reducing
management costs, and minimizing potential environmental pollution challenges. However …
management costs, and minimizing potential environmental pollution challenges. However …
[PDF][PDF] Benchmarking the Robustness of Neural Network-based Partial Differential Equation Solvers
The application of artificial intelligence (AI) to scientific domains has witnessed significant
growth, notably in the realm of solving partial differential equations (PDEs). Customized …
growth, notably in the realm of solving partial differential equations (PDEs). Customized …