Bradley Eck

Overview

Title

Senior Research Scientist & Manager - AI for Sustainable Industry

Location

IBM Research Europe - Ireland Dublin, Ireland

Bio

Dr Bradley Eck is research scientist and technical manager specializing in commercial and state-funded initiatives to develop and demonstrate new technology in practical settings. These efforts include multi-year project consortia spanning several organizations as well as smaller and more focused efforts aimed at industrial clients. On the research side, his interests include machine learning for industrial applications, with a special focus on physical processes and systems. Output of this work comprises a portfolio of patents, scientific publications, and open source software packages.

Publications

Bad data analysis with sparse sensors for leak localisation in water distribution networks
- - Francesco Fusco
  - Bradley Eck
  - et al.
- 2014
- ICPR 2014
A simulation-optimization approach for reducing background leakage in water systems
- - Bradley Eck
  - Ernesto Arandia
  - et al.
- 2014
- WDSA 2014
The effect of temporal resolution on the accuracy of forecasting models for total system demand
- - Ernesto Arandia
  - Bradley Eck
  - et al.
- 2014
- WDSA 2014
Web services for water systems: The iWIDGET REST API
- - Michael Barry
  - Mark Purcell
  - et al.
- 2014
- WDSA 2014
Pump Scheduling for Uncertain Electricity Prices
- - Bradley Eck
  - Sean McKenna
  - et al.
- 2014
- EWRI 2014
Water demand pattern classification from smart meter data
- - Sean A. McKenna
  - Francesco Fusco
  - et al.
- 2013
- CCWI 2013
Fast non-linear optimization for design problems on water networks
- - Bradley J. Eck
  - Martin Mevissen
- 2013
- EWRI 2013
Water quality of drainage from permeable friction course
- - Bradley J. Eck
  - Ryan J. Winston
  - et al.
- 2012
- Journal of Environmental Engineering
Forchheimer flow in gently sloping layers: Application to drainage of porous asphalt
- - Bradley J. Eck
  - Michael E. Barrett
  - et al.
- 2012
- Water Resources Research

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Patents

- 17 Oct 2022
- US
- 11475332
Selecting Forecasting Models By Machine Learning Based On Analysis Of Model Robustness
- 09 Aug 2021
- US
- 11087525
Unsupervised Learning Of Three Dimensional Visual Alphabet
- 28 Jun 2021
- US
- 11047722
Computer Based Fluid Flow Velocity Estimation From Concentrations Of A Reacting Constituent For Products And Services
- 17 May 2021
- US
- 11010689
Machine Learning For Time Series Using Semantic And Time Series Data
- 05 Apr 2021
- US
- 10970648
Machine Learning For Time Series Using Semantic And Time Series Data
- 21 Sep 2020
- US
- 10782655
Composable Time-series Observability In Sensor Data Fusion
- 16 Mar 2020
- US
- 10594817
Cognitive Device-to-device Interaction And Human-device Interaction Based On Social Networks
- 09 Mar 2020
- US
- 10587710
Cognitive Device-to-device Interaction And Human-device Interaction Based On Social Networks
- 27 Aug 2018
- US
- 10061279
Multi-objective Scheduling For On/off Equipment
- 08 Feb 2016
- US
- 9255827
Computer-based Fluid Flow Velocity Estimation From Concentrations Of A Reacting Constituent For Products And Services

Top collaborators

Bradley Eck

Overview

Title

Location

Bio

Publications

Bad data analysis with sparse sensors for leak localisation in water distribution networks

A simulation-optimization approach for reducing background leakage in water systems

The effect of temporal resolution on the accuracy of forecasting models for total system demand

Web services for water systems: The iWIDGET REST API

Pump Scheduling for Uncertain Electricity Prices

Water demand pattern classification from smart meter data

Fast non-linear optimization for design problems on water networks

Water quality of drainage from permeable friction course

Forchheimer flow in gently sloping layers: Application to drainage of porous asphalt

Patents

Selecting Forecasting Models By Machine Learning Based On Analysis Of Model Robustness

Unsupervised Learning Of Three Dimensional Visual Alphabet

Computer Based Fluid Flow Velocity Estimation From Concentrations Of A Reacting Constituent For Products And Services

Machine Learning For Time Series Using Semantic And Time Series Data

Machine Learning For Time Series Using Semantic And Time Series Data

Composable Time-series Observability In Sensor Data Fusion

Cognitive Device-to-device Interaction And Human-device Interaction Based On Social Networks

Cognitive Device-to-device Interaction And Human-device Interaction Based On Social Networks

Multi-objective Scheduling For On/off Equipment

Computer-based Fluid Flow Velocity Estimation From Concentrations Of A Reacting Constituent For Products And Services

Top collaborators

Mark Purcell

Duygu Kabakci Zorlu

Karol Lynch

Fearghal O'Donncha