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Duane S. Boning

MAPS: Multi-Fidelity AI-Augmented Photonic Simulation and Inverse Design Infrastructure

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Mar 02, 2025
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REG: Rectified Gradient Guidance for Conditional Diffusion Models

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Jan 31, 2025
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PIC2O-Sim: A Physics-Inspired Causality-Aware Dynamic Convolutional Neural Operator for Ultra-Fast Photonic Device FDTD Simulation

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Jun 24, 2024
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Rare Event Probability Learning by Normalizing Flows

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Oct 29, 2023
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KirchhoffNet: A Circuit Bridging Message Passing and Continuous-Depth Models

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Oct 24, 2023
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Nominality Score Conditioned Time Series Anomaly Detection by Point/Sequential Reconstruction

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Oct 24, 2023
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NeurOLight: A Physics-Agnostic Neural Operator Enabling Parametric Photonic Device Simulation

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Sep 19, 2022
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Learning from Multiple Annotator Noisy Labels via Sample-wise Label Fusion

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Jul 22, 2022
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FreDo: Frequency Domain-based Long-Term Time Series Forecasting

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May 24, 2022
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Adjusting for Autocorrelated Errors in Neural Networks for Time Series Regression and Forecasting

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Feb 01, 2021
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