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Christ John L. Marcos

Observed name: Christ John Marcos
Institution: Mapúa University
ORCID: 0009-0007-4055-1834
Observed ORCID: 0009-0007-4055-1834
OpenAlex ID: A5070879318
Shear Strength Prediction of Unusual Interior Reinforced Concrete Beam-Column Joint Using Multi-Layer Neural Network: a Data Collection by Digital 3D Finite Element Simulation
2022 · Christ John L. Marcos, Dante L. Silva · IEEE International Conference on Soft Computing and Measurements (SCM) · 23
Silva and Marcos' Digital Data Collection Approach for Unconventional Superstructural Components
2023 · Dante L. Silva, Christ John L. Marcos · International Conference on Intelligent Control, Measurement and Signal Processing (ICMSP) · 13
A Synthesis of Structural Equation Model-Analytical Hierarchy Process, Nonlinear Autoregressive and Backpropagation Neural Network-Sensitivity Analysis for Construction and Demolition Waste Assessment in the Philippines
2023 · Erwin G. Peña, Dante L. Silva, et al. · International Conference on Management Engineering, Software Engineering and Service Sciences (ICMSS) · 11
Strength Prediction of Concrete with Cold Joints Using Artificial Neural Network and Sensitivity Analysis
2024 · Jomar M. Llanto, Dante L. Silva, et al. · International Conference on Management Engineering, Software Engineering and Service Sciences (ICMSS) · 6
A Comparative Cost Analysis and Environmental-Mechanical Assessment of Conventional and Sustainable Concrete and Steel Reinforcement Materials
2024 · Kreachluck Shenn A. Galamgam, Raphael Julian T. Sahagun, et al. · Civil Engineering and Architecture · 2
Linear and Nonlinear Predictive Models for Manila City’s Condition and People Satisfaction
2023 · Christ John L. Marcos, Mellicynt M. Mascariola, et al. · IEEE International Conference on Recent Advances and Innovations in Engineering (ICRAIE) · 2
PyTruss3D: Development of a Python-Based Finite Element Model of Space Trusses with Visualization of Deformed Shapes
2026 · Reymar S. Ledesma, Jomar M. Llanto, et al. · Civil Engineering and Architecture · 1
Prediction of compressive strength of papercrete mixed with rice husk ash as partial replacement of fine aggregates in concrete mortar using back propagation algorithm
2025 · John Patrick A. Corpuz, Christ John L. Marcos, et al. · Journal of Physics Conference Series · 1
Exploring the Efficiency of AI-Assisted Financial Risk Management for Residential Construction Projects: A Literature Review
2025 · Christ John L. Marcos, Kelly Albert A. Lim, et al. · International Conference on Big Data & Artificial Intelligence & Software Engineering (ICBASE) · 1
Leadership Styles in the Construction Firms in Luzon, Philippines: Comparing Leadership Style and their Workers' Preferences
2024 · Bianca Nicole Fontanilla, Juan Miguel Salazar, et al. · Universal Journal of Management · 1
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Neural Network Pattern Recognition for Assessment of Flood Susceptibility in Navotas City, Philippines
2024 · Christ John L. Marcos, Nicole Ashley V. Santos, et al. · International Conference on Business and Industrial Research (ICBIR) · 1
Assessment of Respondents’ Responses in Advancing Quantitative Key Performance Indicators for Construction Project Management Systems: Utilization of Neural Network Fitting and Clustering
2023 · Christ John L. Marcos, Justine Ray C. Magundayao, et al. · IEEE International Conference on Recent Advances and Innovations in Engineering (ICRAIE) · 1
Smart Sidewalks: Exploring Piezoelectric Energy Harvesting for Sustainable Urban Transport Systems
2026 · Dominic Bien M. Aquino, Margareth S. Barber, et al. · International Conference on Mechatronics Technology and Intelligent Manufacturing (ICMTIM)
Application of artificial neural network in early-stage structural cost estimation for low- to mid-rise buildings in Manila
2026 · Sean Mel G. Doroja, James Kenneth O. Medriano, et al. · International Conference on Communication, Information, and Digital Technologies (CIDT)
Integration of artificial intelligence in structural health monitoring of Philippine infrastructures: a framework
2026 · Christ John L. Marcos, Ryan Leandry Mediavillo, et al. · International Conference on Communication, Information, and Digital Technologies (CIDT)
Key Success Factors Aligning Sustainability Principles with Structural Restoration of Heritage Buildings: Insights from the Philippine Context
2026 · Maria Abegail S. Medina, Joyce D. Esteves, et al. · Lecture notes in civil engineering
Predicting Compressive Strength of Advanced Bricks with Rice Husk Ash Using Feedforward Neural Network
2025 · Louise Renzo Isiah C. De Leon, Julius Ivan G. Sagayap, et al. · Journal of Civil and Construction Engineering Research
The Impact of Safety Management on the Project Performance and Behavioral Safety Performance in the Construction of Local Cold Storage at Talavera, Nueva Ecija Philippines
2025 · Timothy Rex N. Bautista, Ian Mark P. Mahilum, et al. · Journal of Civil and Construction Engineering Research
Assessment of Concrete Compressive Strength with Polyacrylonitrile and Basalt Fibers
2025 · Camille D. Barrera, Neswyn Xavier C. Ching, et al. · Civil Engineering and Architecture
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Linear Regression Model for Sustainable Concrete Compressive Strength: A Partial Replacement of Agricultural Byproduct Ash to Portland Cement
2025 · Meister Kaylle A. Bagsic, Nikolai A. Dy, et al. · International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA)
Towards Safe Cities and Sustainable Transport Systems: Assessing the Correlation Between Non-Motorized Transport Facilities and Road Crash Incidents
2025 · Jobert D. Dancel, Aryana Marichelle F. Repalda, et al. · International Conference on Self Sustainable Artificial Intelligence Systems (ICSSAS)
Application of Recurrent Neural Network in Time Series Forecasting for Construction Cost and Duration Focusing on Road Infrastructure in Metro Manila
2025 · Jongson V. Balubar, Marco Raphael L. Mendoza, et al. · Advances in engineering research/Advances in Engineering Research
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Assessment of Moisture Retention of Soil with Biochar Using Linear Regression and Neural Network Pattern Recognition
2024 · Marcus Caesar B. Tolentino, Josh Clarence Y. Munsayac, et al. · International Conference on Artificial Intelligence and Automation Control (AIAC)
Structural Member Strength Prediction Using Backpropagation Neural Network: A Tool for Retrofitting Intervention Integrating Non-linear Static Analysis
2024 · Reymar S. Ledesma, Dante L. Silva, et al. · Lecture notes in civil engineering
Forecasting Road Crash Trend Utilizing Recurrent Neural Network: A Time Series Analysis Approach in the City of Manila
2024 · Ian Rhazel D. Bartolome, Patricia Grace Y. Dichoso, et al. · International Conference on Artificial Intelligence, Virtual Reality and Visualization (AIVRV)
Works count: 31
Citation count: 63
H-index: 4
I10-index: 3
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