Christopher Ren

Demeter Labs

Research Expertise

Remote Sensing
Change Detection
Machine Learning
Geophysics
Deep Learning

Publications

Similarity of fast and slow earthquakes illuminated by machine learning
Nature Geoscience
2018
Graphene based plasmonic terahertz amplitude modulator operating above 100 MHz
Applied Physics Letters
2016
Estimating Fault Friction From Seismic Signals in the Laboratory
Geophysical Research Letters
2018
Wafer-scale Fabrication of Non-Polar Mesoporous GaN Distributed Bragg Reflectors via Electrochemical Porosification
Scientific Reports
2017
Polarisation fields in III-nitrides: Effects and control
Materials Science and Technology
2016
Carrier localization in the vicinity of dislocations in InGaN
Journal of Applied Physics
2017
Machine Learning Reveals the Seismic Signature of Eruptive Behavior at Piton de la Fournaise Volcano
Geophysical Research Letters
2020
From Stress Chains to Acoustic Emission
Physical Review Letters
2019
Ultrafast, Polarized, Single-Photon Emission from m-Plane InGaN Quantum Dots on GaN Nanowires
Nano Letters
2016
Machine Learning Reveals the State of Intermittent Frictional Dynamics in a Sheared Granular Fault
Unknown Venue
2019
Vertical leakage mechanism in GaN on Si high electron mobility transistor buffer layers
Journal of Applied Physics
2018
Machine learning and fault rupture: A review
Advances in Geophysics
2020
Structural impact on the nanoscale optical properties of InGaN core-shell nanorods
Applied Physics Letters
2017
Multi-sensor anomalous change detection at scale
Algorithms, Technologies, and Applications for Multispectral and Hyperspectral Imagery XXV
2019
Electrophysiological models for the heterogeneous canine atria: Computational platform for studying rapid atrial arrhythmias
2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society
2011
Analysis of defect-related inhomogeneous electroluminescence in InGaN/GaN QW LEDs
Superlattices and Microstructures
2016
Deep snow: synthesizing remote sensing imagery with generative adversarial nets
Algorithms, Technologies, and Applications for Multispectral and Hyperspectral Imagery XXVI
2020
Nanoscopic insights into the effect of silicon on core-shell InGaN/GaN nanorods: Luminescence, composition, and structure
Journal of Applied Physics
2018
Cycle-Consistent Adversarial Networks for Realistic Pervasive Change Generation in Remote Sensing Imagery
2020 IEEE Southwest Symposium on Image Analysis and Interpretation (SSIAI)
2020
Efficient learning of discrete graphical models*
Journal of Statistical Mechanics: Theory and Experiment
2021
Defects in III-nitride microdisk cavities
Semiconductor Science and Technology
2017
Deepfaking it: experiments in generative, adversarial multispectral remote sensing
Algorithms, Technologies, and Applications for Multispectral and Hyperspectral Imaging XXVII
2021
BUDD: Multi-modal Bayesian Updating Deforestation Detections
IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium
2020
Nitride Single Photon Sources
2018 IEEE Photonics Conference (IPC)
2018
On the Detectability of Conflict: a Remote Sensing Study of the Rohingya Conflict
2020 IEEE Southwest Symposium on Image Analysis and Interpretation (SSIAI)
2020
Fast terahertz optoelectronic amplitude modulator based on plasmonic metamaterial antenna arrays and graphene
SPIE Proceedings
2016
Tremor Waveform Extraction and Automatic Location With Neural Network Interpretation
IEEE Transactions on Geoscience and Remote Sensing
2022
Iterative R&R (rotation and remarginalization) for detecting targets in spectral imagery
Imaging Spectrometry XXV: Applications, Sensors, and Processing
2022
Multi-sensor anomalous change detection in remote sensing imagery
Journal of Applied Remote Sensing
2021
A Reassessment of Complementary Access Tools for Chemical Indicators
Unknown Venue
2016
Expanding SAR-based probabilistic deforestation detections using machine-learning
Applications of Machine Learning 2021
2021
Remote sensing of polar ice: combining synthetic aperture radar and machine learning for operational navigability
Algorithms for Synthetic Aperture Radar Imagery XXVIII
2021
DOA Estimation Method Based on Maximum Likelihood for Nest Array Via Sparse Representation
2021 CIE International Conference on Radar (Radar)
2021
Structure and composition of non‐polar (11‐20) InGaN nanorings grown by modified droplet epitaxy
physica status solidi (b)
2015
Distilled Gaussianization
Applications of Machine Learning 2021
2021
Explaining the Explanation: In Search of Understanding for Saliency Maps [Slides]
Unknown Venue
2022
A new era of observationally-infused E3SM: GANs for unifying imagery archives
Unknown Venue
2021
Tremor Waveform Denoising and Automatic Location with Neural Network Interpretation
Unknown Venue
2021
Feature Augmentation Improves Anomalous Change Detection for Human Activity Identification in Synthetic Aperture Radar Imagery
2020 IEEE Southwest Symposium on Image Analysis and Interpretation (SSIAI)
2020
Machine Learning Reveals the Seismic Signature of Eruptive Behavior at Piton de la Fournaise Volcano
Unknown Venue
2019
NANOTEXTURING EFFECTS IN GAN/INGAN MULTI-QUANTUM-WELLS LED PLANAR STRUCTURES
III-Nitride Materials, Devices and Nano-Structures
2017
Fast Graphene Based Plasmonic Terahertz Amplitude Modulators
Conference on Lasers and Electro-Optics
2016

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