Austin R. J. Downey

According to our database, Austin R. J. Downey authored at least 20 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Resource Scheduling for Real-Time Machine Learning.

Suyash Vardhan Singh, Iftakhar Ahmad, David Andrews, Miaoqing Huang, Austin R. J. Downey, Jason D. Bakos

Proceedings of the 2025 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, 2025

N-TORC: Native Tensor Optimizer for Real-Time Constraints.

Suyash Vardhan Singh, Iftakhar Ahmad, David Andrews, Miaoqing Huang, Austin R. J. Downey, Jason D. Bakos

Proceedings of the 33rd IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2025

Optimized Coding and Parameter Selection for Efficient FPGA Design of Attention Mechanisms.

Ehsan Kabir, Austin R. J. Downey, Jason D. Bakos, David Andrews, Miaoqing Huang

Proceedings of the 33rd IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2025

2024

Bayes_Opt-SWMM: A Gaussian process-based Bayesian optimization tool for real-time flood modeling with SWMM.

Ahad Hasan Tanim, Corinne Smith, Austin R. J. Downey, Jasim Imran, Erfan Goharian

Environ. Model. Softw., 2024

A large dataset of fluvial hydraulic and geometry attributes derived from USGS field measurement records.

Seyed Mohammad Hassan Erfani, Mahdi Erfani, Sagy Cohen, Austin R. J. Downey, Erfan Goharian

Environ. Model. Softw., 2024

A Runtime-Adaptive Transformer Neural Network Accelerator on FPGAs.

Ehsan Kabir, Austin R. J. Downey, Jason D. Bakos, David Andrews, Miaoqing Huang

CoRR, 2024

Famous: Flexible Accelerator for the Attention Mechanism of Transformer on Ultrascale+ FPGAs.

Ehsan Kabir, M. D. Arafat Kabir, Austin R. J. Downey, Jason D. Bakos, David Andrews, Miaoqing Huang

Proceedings of the International Conference on Field Programmable Technology, 2024

Fast Topological Data Analysis Features for Nonstationary Time Series.

Daniel A. Salazar Martinez, Arman Razmarashooli, Yang Kang Chua, Simon Laflamme, Chao Hu, Paul T. Schrader, Austin R. J. Downey, Jason D. Bakos, Negash Begashaw, Gurcan Comert, Jacob Dodson

Proceedings of the Dynamic Data Driven Applications Systems - 5th International Conference, 2024

Earthen Embankment Monitoring Using LiDAR Data by Randomized Consensus of Topological Data Analysis.

Austin R. J. Downey, Jie Wei, A. Q. M. Zohuruzzaman, Paul T. Schrader, Sadik Khan, Jason D. Bakos, Weicong Feng, Erik Blasch, Erika Ardiles-Cruz

Proceedings of the Dynamic Data Driven Applications Systems - 5th International Conference, 2024

A Probabilistic Machine Learning Pipeline Using Topological Descriptors for Real-Time State Estimation of High-Rate Dynamic Systems.

Yang Kang Chua, Daniel Coble, Arman Razmarashooli, Steve Paul, Daniel A. Salazar Martinez, Chao Hu, Austin R. J. Downey, Simon Laflamme

Proceedings of the Dynamic Data Driven Applications Systems - 5th International Conference, 2024

2023

Optimal Sampling Methodologies for High-rate Structural Twinning.

Alexander B. Vereen, Emmanuel A. Ogunniyi, Austin R. J. Downey, Erik Blasch, Jason D. Bakos, Jacob Dodson

Proceedings of the 26th International Conference on Information Fusion, 2023

Accelerating LSTM-Based High-Rate Dynamic System Models.

Ehsan Kabir, Daniel Coble, Joud N. Satme, Austin R. J. Downey, Jason D. Bakos, David Andrews, Miaoqing Huang

Proceedings of the 33rd International Conference on Field-Programmable Logic and Applications, 2023

2022

Structural Health Monitoring of Fatigue Cracks for Steel Bridges with Wireless Large-Area Strain Sensors.

Sdiq Anwar Taher, Jian Li, Jong-Hyun Jeong, Simon Laflamme, Hongki Jo, Caroline Bennett, William N. Collins, Austin R. J. Downey

Sensors, 2022

An Open-Source IoT Remote Monitoring System for High-Hazard Dams.

Corinne Smith, John McCain, Austin R. J. Downey, Jasim Imran

Proceedings of the 2022 IEEE Sensors, Dallas, TX, USA, October 30 - Nov. 2, 2022, 2022

Measurement of Magnetic Particle Concentrations in Wildfire Ash via Compact NMR.

Jacob Martin, Austin R. J. Downey, Mohammed Baalousha, Sang Hee Won

Proceedings of the 2022 IEEE Sensors, Dallas, TX, USA, October 30 - Nov. 2, 2022, 2022

High-Rate Machine Learning for Forecasting Time-Series Signals.

Atiyehsadat Panahi, Ehsan Kabir, Austin R. J. Downey, David Andrews, Miaoqing Huang, Jason D. Bakos

Proceedings of the 30th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2022

2021

Soft Elastomeric Capacitor for Angular Rotation Sensing in Steel Components.

Han Liu, Simon Laflamme, Jian Li, Caroline Bennett, William N. Collins, Austin R. J. Downey, Paul Ziehl, Hongki Jo

Sensors, 2021

2019

Concrete Crack Detection and Monitoring Using a Capacitive Dense Sensor Array.

Jin Yan, Austin R. J. Downey, Alessandro Cancelli, Simon Laflamme, An Chen, Jian Li, Filippo Ubertini

Sensors, 2019

Physics-based prognostics of lithium-ion battery using non-linear least squares with dynamic bounds.

Austin R. J. Downey, Yu-Hui Lui, Chao Hu, Simon Laflamme, Shan Hu

Reliab. Eng. Syst. Saf., 2019

2018

An Experimental Study on Static and Dynamic Strain Sensitivity of Embeddable Smart Concrete Sensors Doped with Carbon Nanotubes for SHM of Large Structures.

Andrea Meoni, Antonella D'Alessandro, Austin R. J. Downey, Enrique García-Macías, Marco Rallini, A. Luigi Materazzi, Luigi Torre, Simon Laflamme, Rafael Castro-Triguero, Filippo Ubertini

Sensors, 2018