Juan Manuel Davila Delgado

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 9

Top Topics

Environmental Variables

Restricted Boltzmann Machine

Genetic Algorithm

Top Venues

Adv. Eng. Informatics

Appl. Soft Comput.

J. Comput. Civ. Eng.

Publications

Alma Mena-Martinez, Joanna Alvarado-Uribe, Juan Manuel Davila Delgado, Hector G. Ceballos
Methodology to Monitor and Estimate Occupancy in Enclosed Spaces Based on Indirect Methods and Artificial Intelligence: A University Classroom as a Case Study. IMIS (2024)
Juan Manuel Davila Delgado, Lukumon O. Oyedele
Robotics in construction: A critical review of the reinforcement learning and imitation learning paradigms. Adv. Eng. Informatics 54 (2022)
Juan Manuel Davila Delgado, Lukumon O. Oyedele
Digital Twins for the built environment: learning from conceptual and process models in manufacturing. Adv. Eng. Informatics 49 (2021)
Juan Manuel Davila Delgado, Lukumon O. Oyedele
Deep learning with small datasets: using autoencoders to address limited datasets in construction management. Appl. Soft Comput. 112 (2021)
Ahmed Oyedele, Anuoluwapo O. Ajayi, Lukumon O. Oyedele, Juan Manuel Davila Delgado, Lukman Adéwálé Àkànbí, Olúgbénga O. Akinadé, Hakeem Owolabi, Muhammad Bilal
Deep learning and Boosted trees for injuries prediction in power infrastructure projects. Appl. Soft Comput. 110 (2021)
Juan Manuel Davila Delgado, Lukumon O. Oyedele, Peter Demian, Thomas H. Beach
A research agenda for augmented and virtual reality in architecture, engineering and construction. Adv. Eng. Informatics 45 (2020)
Andree Vela, Joanna Alvarado-Uribe, Juan Manuel Davila Delgado, Neil Hernández-Gress, Hector G. Ceballos
Estimating Occupancy Levels in Enclosed Spaces Using Environmental Variables: A Fitness Gym and Living Room as Evaluation Scenarios. Sensors 20 (22) (2020)
Juan Manuel Davila Delgado, Liam J. Butler, Ioannis K. Brilakis, Mohammed Z. E. B. Elshafie, Campbell R. Middleton
Structural Performance Monitoring Using a Dynamic Data-Driven BIM Environment. J. Comput. Civ. Eng. 32 (3) (2018)
Hèrm Hofmeyer, Juan Manuel Davila Delgado
Coevolutionary and genetic algorithm based building spatial and structural design. Artif. Intell. Eng. Des. Anal. Manuf. 29 (4) (2015)
Hèrm Hofmeyer, Juan Manuel Davila Delgado
Automated design studies: Topology versus One-Step Evolutionary Structural Optimisation. Adv. Eng. Informatics 27 (4) (2013)
Juan Manuel Davila Delgado, Hèrm Hofmeyer
Research Engine: A Tool to Simulate and Study Spatial-Structural Design Processes. CAAD Futures (2013)