68 citations · 106 across the 8 of their papers we have counts for
8 papers
LeanAI: A method for AEC practitioners to effectively plan AI implementations
Ashwin Agrawal, Vishal Singh, Martin Fischer
Recent developments in Artificial Intelligence (AI) provide unprecedented automation opportunities in the Architecture, Engineering, and Construction (AEC) industry. However, despi…
Digital Twin: Where do humans fit in?
Ashwin Agrawal, Robert Thiel, Pooja Jain +2
Digital Twin (DT) technology is far from being comprehensive and mature, resulting in their piecemeal implementation in practice where some functions are automated by DTs, and othe…
Vitruvio: 3D Building Meshes via Single Perspective Sketches
Alberto Tono, Heyaojing Huang, Ashwin Agrawal +1
Today's architectural engineering and construction (AEC) software require a learning curve to generate a three-dimension building representation. This limits the ability to quickly…
A new perspective on Digital Twins: Imparting intelligence and agency to entities
Ashwin Agrawal, Vishal Singh, Martin Fischer
Despite the Digital Twin (DT) concept being in the industry for a long time, it remains ambiguous, unable to differentiate itself from information models, general computing, and si…
Digital Twin in Practice: Emergent Insights from an ethnographic-action research study
Ashwin Agrawal, Vishal Singh, Robert Thiel +4
Based on an ethnographic action research study for a Digital Twin (DT) deployment on an automated highway maintenance project, this paper reports some of the stumbling blocks that…
Digital Twin: From Concept to Practice
Ashwin Agrawal, Martin Fischer, Vishal Singh
Recent technological developments and advances in Artificial Intelligence (AI) have enabled sophisticated capabilities to be a part of Digital Twin (DT), virtually making it possib…
RadGraph: Extracting Clinical Entities and Relations from Radiology Reports
Saahil Jain, Ashwin Agrawal, Adriel Saporta +9
Extracting structured clinical information from free-text radiology reports can enable the use of radiology report information for a variety of critical healthcare applications. In…
Greenplum: A Hybrid Database for Transactional and Analytical Workloads
Zhenghua Lyu, Huan Hubert Zhang, Gang Xiong +16
Demand for enterprise data warehouse solutions to support real-time Online Transaction Processing (OLTP) queries as well as long-running Online Analytical Processing (OLAP) workloa…