X

Generative AI for Civil Engineers | 581 MB

Engineering Lectures & Courses

 
  • Filter
  • Time
  • Show
Clear All
new posts
  • Saadedin
    Thread Author
    Administrator
    • Sep 2018 
    • 37175 
    • 19,352 
    • 3,028 

    Generative AI for Civil Engineers

    1000+ Prompts to design the Civil Engineering Workflow



    What you'll learn
    Understand the fundamentals of Generative AI and its transformative role in civil engineering.
    Practice over 1000 prompts across the lifecycle of civil projects.
    Differentiate between LLMs, Diffusion Models, and Multimodal AI for engineering use cases.
    Apply zero-shot, one-shot, and few-shot prompting strategies to automate design and documentation tasks.
    Write instructional prompts for generating SOPs, checklists, and engineering reports.
    Craft analytical prompts to evaluate load simulations, safety metrics, and structural behaviors.
    Generate AI-powered layouts for RCC, steel, and composite structural frames.
    Explore multiple foundation design options including isolated footings, raft slabs, and pile caps.
    Prompt AI to calculate structural loads and simulate stress under various combinations.
    Conduct seismic, wind, and overall stability analysis using generative workflows.
    Design road profiles using terrain models, traffic input, and curvature constraints.
    Create pavement layers and cross-sections with AI-generated thickness recommendations.
    Use prompts to optimize traffic flow, junctions, and signal timings.
    Plan bypasses, safety audits, and highway alignments with AI-driven proposals.
    Generate detailed floor plans, elevations, and 3D BIM-ready narratives.
    Draft electrical, HVAC, and plumbing layout descriptions using AI prompt templates.
    Model energy use and generate documentation for LEED and GRIHA certifications.
    Automate cost estimation reports and generate structured BOQs from project inputs.
    Build Gantt charts and CPM schedules through structured prompt chains.
    Allocate resources and generate manpower forecasts using AI assistants.
    Create daily progress summaries, risk logs, and delay reports automatically.
    Simulate hydraulic and hydrologic behavior in drainage, canals, and river models.
    Design STP/WTP process sequences using AI-generated functional narratives.
    Translate raw survey logs into usable topographic data with AI interpretation.
    Generate land use maps and integrate topography into project planning.
    Use AI to translate CAD layouts into GIS-ready mapping workflows.
    Interpret remote sensing data for terrain classification and development zoning.
    Prompt for complete tender documentation and technical specification drafts.
    Auto-generate site-level SOPs and workflows for civil activities.
    Draft QA/QC logs, non-conformance reports, and checklists using structured prompts.
    Generate regulatory compliance summaries referencing NBC, IRC, and zoning codes.




    Requirements
    A basic understanding of civil engineering principles

    Description
    This course contains the use of artificial intelligence. The course “Generative AI for Civil Engineers” offers a comprehensive exploration into how large language models (LLMs), diffusion models, and multimodal AI are transforming the civil engineering landscape. Through practical lectures and AI-powered workflows, this course equips learners with the skills to integrate Generative AI into diverse engineering applications, from design conceptualization to construction documentation and infrastructure management.

    The course begins by demystifying the core concepts of Generative AI and its unique applications in civil domains—highlighting real-world use cases in design automation, structural simulation, environmental analysis, and regulatory compliance.Learners will explore how Zero-shot, One-shot, and Few-shot prompting techniques can be applied to solve civil tasks like generating design variants, optimizing schedules, or producing BOQs.

    The distinction between instructional and analytical prompts is made clear through examples involving structural layout generation and seismic load evaluations. Participants will delve into the automation of structural design workflows such as steel/RCC framing, foundation type selection (e.g., raft, pile), and stress simulation through prompting.

    Additionally, advanced lectures focus on structural stability, wind/seismic load resilience, and site-specific profiling using terrain and traffic data.Beyond structural topics, learners will gain skills in road design, pavement layering, traffic signal optimization, and bypass planning—enabled entirely through prompting. The course also integrates BIM-driven prompts for generating floor plans, utility layouts (HVAC, plumbing, electrical), and green building documentation for LEED/GRIHA. Project management sections include cost estimation, scheduling (Gantt/CPM), manpower planning, and risk mitigation—all via AI narration.

    Furthermore, learners will generate hydrology models, STP/WTP design prompts, GIS-linked surveys, remote sensing interpretations, and tender documents automatically through AI workflows.The course culminates in over 1000 expert-level prompts designed for civil engineers to operationalize Generative AI in daily workflows—from SOP generation to QA/QC reporting and smart city design. This course empowers professionals to lead digital transformation in infrastructure projects with precision and speed.


    Who this course is for
    Civil Engineer
    Civil Engineering Students (UG/PG)
    Site Engineers and Construction Supervisors
    Structural and Design Engineers
    Transportation and Highway Engineers
    Urban Planners and Infrastructure Consultants
    BIM Coordinators and Drafting Professionals
    Project Managers and Cost Engineers
    Environmental and Water Resource Engineers
    Surveyors and GIS Professionals


    Published 9/2025
    MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
    Language: English | Duration: 2h 17m | Size: 581 MB

    Download

    *

Working...
X