Austin R. J. Downey

23 papers A 1B 1C 1Misc 3Journal 11Unranked 6
YearRankTypeTitle / Venue / Authors
2025 Misc conf
N-TORC: Native Tensor Optimizer for Real-Time Constraints.
FCCM
Suyash Vardhan Singh, Iftakhar Ahmad, David Andrews, Miaoqing Huang, Austin R. J. Downey, Jason D. Bakos
2025 J jnl
N-TORC: Native Tensor Optimizer for Real-time Constraints.
CoRR
Suyash Vardhan Singh, Iftakhar Ahmad, David Andrews, Miaoqing Huang, Austin R. J. Downey, Jason D. Bakos
2025 Misc conf
Optimized Coding and Parameter Selection for Efficient FPGA Design of Attention Mechanisms.
FCCM
Ehsan Kabir, Austin R. J. Downey, Jason D. Bakos, David Andrews, Miaoqing Huang
2025 A conf
Resource Scheduling for Real-Time Machine Learning.
FPGA
Suyash Vardhan Singh, Iftakhar Ahmad, David Andrews, Miaoqing Huang, Austin R. J. Downey, Jason D. Bakos
2024 — conf
A Probabilistic Machine Learning Pipeline Using Topological Descriptors for Real-Time State Estimation of High-Rate Dynamic Systems.
DDDAS/Infosymbiotics
Yang Kang Chua, Daniel Coble, Arman Razmarashooli, Steve Paul, Daniel A. Salazar Martinez, Chao Hu, Austin R. J. Downey, Simon Laflamme
2024 J jnl
A Runtime-Adaptive Transformer Neural Network Accelerator on FPGAs.
CoRR
Ehsan Kabir, Austin R. J. Downey, Jason D. Bakos, David Andrews, Miaoqing Huang
2024 J jnl
A large dataset of fluvial hydraulic and geometry attributes derived from USGS field measurement records.
Environ. Model. Softw.
Seyed Mohammad Hassan Erfani, Mahdi Erfani, Sagy Cohen, Austin R. J. Downey, Erfan Goharian
2024 J jnl
Bayes_Opt-SWMM: A Gaussian process-based Bayesian optimization tool for real-time flood modeling with SWMM.
Environ. Model. Softw.
Ahad Hasan Tanim, Corinne Smith, Austin R. J. Downey, Jasim Imran, Erfan Goharian
2024 — conf
Earthen Embankment Monitoring Using LiDAR Data by Randomized Consensus of Topological Data Analysis.
DDDAS/Infosymbiotics
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
2024 J jnl
FAMOUS: Flexible Accelerator for the Attention Mechanism of Transformer on UltraScale+ FPGAs.
CoRR
Ehsan Kabir, M. D. Arafat Kabir, Austin R. J. Downey, Jason D. Bakos, David Andrews, Miaoqing Huang
2024 — conf
Famous: Flexible Accelerator for the Attention Mechanism of Transformer on Ultrascale+ FPGAs.
ICFPT
Ehsan Kabir, M. D. Arafat Kabir, Austin R. J. Downey, Jason D. Bakos, David Andrews, Miaoqing Huang
2024 — conf
Fast Topological Data Analysis Features for Nonstationary Time Series.
DDDAS/Infosymbiotics
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
2023 B conf
Accelerating LSTM-Based High-Rate Dynamic System Models.
FPL
Ehsan Kabir, Daniel Coble, Joud N. Satme, Austin R. J. Downey, Jason D. Bakos, David Andrews, Miaoqing Huang
2023 J jnl
Accelerating LSTM-based High-Rate Dynamic System Models.
CoRR
Ehsan Kabir, Daniel Coble, Joud N. Satme, Austin R. J. Downey, Jason D. Bakos, David Andrews, Miaoqing Huang
2023 C conf
Optimal Sampling Methodologies for High-rate Structural Twinning.
FUSION
Alexander B. Vereen, Emmanuel A. Ogunniyi, Austin R. J. Downey, Erik Blasch, Jason D. Bakos, Jacob Dodson
2022 — conf
An Open-Source IoT Remote Monitoring System for High-Hazard Dams.
IEEE SENSORS
Corinne Smith, John McCain, Austin R. J. Downey, Jasim Imran
2022 Misc conf
High-Rate Machine Learning for Forecasting Time-Series Signals.
FCCM
Atiyehsadat Panahi, Ehsan Kabir, Austin R. J. Downey, David Andrews, Miaoqing Huang, Jason D. Bakos
2022 — conf
Measurement of Magnetic Particle Concentrations in Wildfire Ash via Compact NMR.
IEEE SENSORS
Jacob Martin, Austin R. J. Downey, Mohammed Baalousha, Sang Hee Won
2022 J jnl
Structural Health Monitoring of Fatigue Cracks for Steel Bridges with Wireless Large-Area Strain Sensors.
Sensors
Sdiq Anwar Taher, Jian Li, Jong-Hyun Jeong, Simon Laflamme, Hongki Jo, Caroline Bennett, William N. Collins, Austin R. J. Downey
2021 J jnl
Soft Elastomeric Capacitor for Angular Rotation Sensing in Steel Components.
Sensors
Han Liu, Simon Laflamme, Jian Li, Caroline Bennett, William N. Collins, Austin R. J. Downey, Paul Ziehl, Hongki Jo
2019 J jnl
Concrete Crack Detection and Monitoring Using a Capacitive Dense Sensor Array.
Sensors
Jin Yan, Austin R. J. Downey, Alessandro Cancelli, Simon Laflamme, An Chen, Jian Li, Filippo Ubertini
2019 J jnl
Physics-based prognostics of lithium-ion battery using non-linear least squares with dynamic bounds.
Reliab. Eng. Syst. Saf.
Austin R. J. Downey, Yu-Hui Lui, Chao Hu, Simon Laflamme, Shan Hu
2018 J jnl
An Experimental Study on Static and Dynamic Strain Sensitivity of Embeddable Smart Concrete Sensors Doped with Carbon Nanotubes for SHM of Large Structures.
Sensors
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