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UAE & GCC · Green Building & Net Zero Consulting
Fuad Baba
Dr. Fuad Baba, LEED GA
Assistant Professor · British University in Dubai · fuad.baba@buid.ac.ae

UAE & GCC experts in
green building
& net-zero strategy.

We help UAE companies, government bodies, and researchers reduce carbon emissions, achieve LEED & Estidama certification, and design high-performance buildings — backed by 13 years of academic research and AI-driven simulation.

800+
Citations across 44+ peer-reviewed publications
h=12
h-index  ·  LEED Green Associate
BUiD
British University in Dubai faculty
archopt — optimization · gen 18/25
Energy Use Intensity
142.3 kWh/m²
Embodied Carbon
318 kgCO₂
Pareto Solutions
47 optimal
Design Variables
9 active
PARETO FRONT — ENERGY VS CARBON
optimal
GEN 18/25
72%
Expertise
Sustainable strategy for companies & governments
Net zero roadmaps, LEED/Estidama certification, building carbon reduction
Workshops
Training for students, firms & municipalities
BIM, DesignBuilder, PhD methodology, and sustainability upskilling
ARCHOPT Tool
Multi-objective building optimization software
Available on Microsoft Store — secure, verified download
Research
Grants, publications & academic profile
IEA Annex 80, funded projects, peer-reviewed output
Projects
Applied research & project portfolio
Case studies, publications, and completed engagements

Ready to start a conversation?

Whether you have a building project, a government strategy brief, or a thesis to support — reach out.

Research & Expertise

Areas of Expertise & Research

Net Zero 2050 UAE Vision SDG 7 · 11 · 13 Embodied Carbon EnergyPlus

With 13 years of research and academic experience, my work bridges building science, simulation, and sustainable design — published in leading Q1 journals and funded by competitive international grants. I collaborate with universities, government bodies, and design teams across the UAE and GCC.

Building Science & Energy Simulation

Whole-building simulation, optimization, and green certification

Building energy & carbon optimization
  • Multi-objective optimization — simultaneously minimize energy use, embodied carbon, and lifecycle cost
  • Passive cooling strategy assessment for hot climates: shading, glazing, thermal mass, cool roofs, natural ventilation
  • Whole-building energy simulation (EnergyPlus, DesignBuilder) for new builds and retrofits
  • 60-year lifecycle energy and carbon projections scaled to floor area
Green building & compliance
  • LEED, Estidama Pearl Rating, BREEAM, and ASHRAE 90.1 compliance support
  • Embodied CO₂ analysis across full material lifecycle — concrete, steel, envelope systems
  • Thermal bridge assessment and envelope durability analysis
  • Carbon footprint reporting aligned with GHG Protocol and ISO 14064
Urban & district scale
  • Urban morphology optimization — block geometry, solar radiation, floor area efficiency
  • Outdoor thermal comfort analysis for masterplan and site design decisions
  • Climate resilience assessment and heatwave vulnerability mapping

Climate Resilience & Net Zero Strategy

Future climate analysis, decarbonization pathways, SDG alignment

Net zero & decarbonization strategy
  • Buildings sector decarbonization roadmaps aligned with UAE Net Zero 2050 and Vision 2031
  • Quantified emission reduction pathways for public building stock — offices, schools, hospitals
  • Carbon footprint baselining and milestone target-setting for government portfolios
  • Policy gap analysis: what is in place vs. what is needed to hit 2030 and 2050 milestones
SDG-aligned sustainability programs
  • SDG 7 — energy efficiency programs for public buildings and infrastructure
  • SDG 11 — urban heat island mitigation, passive cooling mandates, green infrastructure
  • SDG 13 — GHG inventory, reporting frameworks, and adaptation strategies for extreme heat
  • SDG 9 — green procurement criteria and embodied carbon thresholds
Climate resilience & future-proofing
  • Heatwave vulnerability assessment for the built environment under future climate scenarios
  • Overheating risk analysis for existing and new public buildings
  • Future weather file generation for long-term building performance modeling
  • Stakeholder workshops and policy implementation roadmaps with KPIs

Workshops & Training

Students, firms, municipalities & professionals

For students (undergraduate & postgraduate)
  • BIM Introduction — core concepts, workflows, and industry applications in architectural and engineering projects
  • DesignBuilder Workshops — building energy modelling from geometry setup through simulation and results interpretation
  • PhD Literature Review & Knowledge Gap — how to map existing research, identify gaps, and position a novel contribution
  • Methodology Development — structuring a rigorous research methodology: LHS, simulation, surrogate modelling, optimization
  • Results Interpretation & Write-Up — translating Pareto fronts and sensitivity analysis into publishable thesis chapters
For companies, municipalities & professionals
  • BIM for building performance — integrating BIM data into energy simulation and sustainability reporting workflows
  • DesignBuilder for practitioners — applied energy modelling for new builds, retrofits, and compliance assessments
  • Sustainability upskilling for municipalities — passive design, overheating risk, and net-zero compliance fundamentals
  • ARCHOPT toolchain — end-to-end multi-objective optimization for in-house engineering teams
Core Expertise

Research-backed capabilities

Every service is grounded in peer-reviewed research — delivering green building consulting UAE companies and governments can rely on.

01

Building energy simulation & optimization

Multi-objective optimization using NSGA-III and AI surrogate models — simultaneously minimizing energy use, embodied CO₂, overheating hours, and cost. Author of the ARCHOPT tool.

02

Indoor & outdoor thermal comfort

Analysis and mitigation of overheating and undercooling risk in buildings under current and future climates — applied to schools, residential, and commercial buildings in hot and cold climates.

03

Embodied carbon & lifecycle assessment

Full material lifecycle CO₂ analysis from construction through 60-year operation, aligned with emerging net-zero embodied carbon standards.

04

Urban heat island & morphology

Genetic algorithm optimization of district and block geometry to minimize solar radiation and improve outdoor thermal comfort — with published UAE case studies.

05

Climate resilience & heatwave adaptation

Quantitative resilience assessment of cooling strategies across climates and heatwave scenarios — methodology published in international research.

06

Overheating risk & energy efficiency

Analysis of high energy-efficient buildings and overheating risk under current and future climates, including ventilation thresholds and mitigation measures.

Aligned with UAE's international commitments
SDG 7 Affordable & Clean Energy
SDG 9 Industry & Innovation
SDG 11 Sustainable Cities
SDG 12 Responsible Consumption
SDG 13 Climate Action
UAE 2050 Net Zero — Buildings Sector
Our Partners

Fuad Baba & Zeina Kittaneh

Fuad Baba leads research and technical consulting — building energy simulation, multi-objective optimization, passive cooling, and net-zero strategy. Zeina Kittaneh leads business development, client relations, and project management across the UAE and GCC.

IEA EBC Annex 80 contributor on resilient cooling. LEED Green Associate. Author of 3 books, 24 journal papers, and 11 conference papers. h-index 12, 800+ citations.

Z
Zeina Kittaneh
Partner · Business Development & Client Relations

Zeina leads client engagement, project coordination, and business development across the UAE and GCC — ensuring every engagement runs smoothly from first contact to final delivery.

Fuad Baba
Dr. Fuad Baba
Assistant Professor
British University in Dubai  ·  LEED GA
"Buildings account for the largest share of energy use in hot climates. Solving this needs rigorous simulation, evidence-based design, and AI tools that find optimal solutions humans cannot reach manually."
800+
Citations
44+
Publications
h=12
h-index · LEED GA

Reach out to work together

Researchers, students, companies, and government entities — reach out to discuss your project.

ARCHOPT Software

The building optimization tool.
Built for practitioners.

Combines EnergyPlus simulation, XGBoost surrogate modelling, and NSGA-III multi-objective optimization — delivering Pareto-optimal building designs in hours. Available as a consulting service or standalone software license.

Get it from Microsoft Microsoft Store
Energy Use Intensity
142.3 kWh/m²
Embodied Carbon
318 kgCO₂/m²
Pareto Solutions
47 optimal
Variables Active
9 / 12
OPTIMIZATION · GEN 18/25 · 72%
Workflow

Four steps from IDF to optimal design

The full simulation-optimization pipeline inside one desktop application. No coding required.

01

Define variables

Set design parameters — WWR, shading depth, glazing type, orientation — with ranges and constraints in the GUI.

02

EnergyPlus sampling

Latin Hypercube Sampling generates diverse design combinations. Each is automatically simulated in EnergyPlus.

03

Surrogate training

XGBoost learns from simulation data and builds a fast surrogate model, evaluating thousands of candidates in seconds.

04

Pareto front export

NSGA-III finds the optimal trade-off surface. Full archive, CSV data, and PDF report exported automatically.

Capabilities

Everything you need, in one pipeline

Built for real building projects — handling the complexity practitioners and researchers actually face.

Multi-objective NSGA-III

Optimize energy, embodied carbon, and comfort simultaneously. Handles 3+ objectives without compromising solution diversity.

Full IDF parametric control

Tag-based IDF substitution (@@tag@@) gives direct control over any EnergyPlus parameter — geometry, materials, HVAC.

XGBoost surrogate model

Orders-of-magnitude faster than brute-force simulation. The surrogate learns from samples and generalizes accurately.

60-year lifecycle analysis

Scale energy (kWh/m²) and carbon results over the full building lifetime. Floor area and study period are user-configurable.

Embodied carbon calculator

Built-in material database with quantity take-off. Tracks embodied CO₂ alongside operational energy in every run.

Global Sensitivity Analysis

Understand which variables drive performance most — reveals the most impactful design levers before you commit.

Available on Microsoft Store
Download ARCHOPT
directly from Microsoft
ARCHOPT is distributed exclusively through the Microsoft Store — the safest and most trusted way to download Windows software. Microsoft handles payment, licensing, and delivery. Your purchase is protected by Microsoft's own policies.
Get it from Microsoft Microsoft Store
Verified by Microsoft Secure payment Automatic updates 1 year · 1 device license Microsoft Store policies apply
Microsoft Store
Windows 10 / 11

Pricing and license
terms set by Microsoft
Store policies

PhD & Research Support

ARCHOPT for your thesis

Beyond the software license, I offer full consulting support for PhD students — from methodology framing through to results interpretation and write-up review.

1

Literature review & knowledge gap

Position the methodology in existing literature. Articulate the gap between single and multi-objective approaches.

2

Methodology chapter support

Document LHS, XGBoost surrogate training, and NSGA-III in thesis-appropriate academic language. Justify variable and parameter choices.

3

Running the optimization

Full ARCHOPT pipeline run on your building model. Pareto front, simulation archive, and GSA results — fully traceable and reproducible.

4

Results interpretation & write-up

Walk through Pareto front interpretation in your thesis context. Review results chapter for technical accuracy before submission.

Ready to run your first optimization?

Download ARCHOPT from the Microsoft Store — or contact us about consulting and research support.

Tool 02 · Microsoft Store

EnergyPlus Calibration Tool

Revolutionises the way engineers and researchers fine-tune EnergyPlus building energy models. Powered by a Hybrid Adaptive NSGA-II (HA-NSGA-II) optimisation algorithm — delivering faster convergence and more accurate Pareto-optimal solutions for multi-objective calibration.

🏷️
Tag uncertain parameters
Directly inside your EnergyPlus .idf file
📊
Upload measured data
From any building monitoring system
📈
Track RMSE & NMBE
Calibration performance metrics in real time
🤖
AI-driven optimisation
HA-NSGA-II for smarter, faster calibration
Get it from Microsoft Microsoft Store ▶ Tutorial Part 1 ▶ Tutorial Part 2
Projects & Research

Applied work &
project portfolio

A selection of consulting engagements, applied research, and published studies. Projects are being added as they are completed.

Projects coming soon

This section is reserved for the portfolio. Case studies and completed engagements will be published here as they are finalised.

+
In Progress

Net-zero roadmap for UAE commercial building stock

+
In Progress

Overheating risk assessment — desert school retrofit

+
Upcoming

Government SDG strategy brief — municipality pilot

Have a project in mind?

Get in touch to discuss scope, timeline, and approach.

Academic Profile

Research, grants &
publications

Peer-reviewed research spanning building energy simulation, multi-objective optimization, overheating risk, and climate resilience — with applications across the UAE, GCC, Canada, and Europe.

Google Scholar → ORCID Profile
Fuad Baba
Fuad Baba
Assistant Professor · British University in Dubai
800+
Citations
44+
Publications
IEA
Annex 80
IEA EBC
Annex 80
International Energy Agency
Resilient Cooling of Buildings — Annex 80
Researcher and contributor to IEA EBC Annex 80: Resilient Cooling of Buildings — a multi-country collaborative programme (2020–2023). Generated future climate datasets, developed passive cooling strategies, and co-authored the REHVA Resilient Cooling Design Guidelines (2024) published by REHVA.
Funded Research

Research projects & grants I lead

Externally funded projects investigating building performance, overheating risk, and climate adaptation across multiple regions and building types.

Principal Investigator Active 2025–2027
Apply Adaptive Thermal Comfort Concept to Optimize Cooling Setpoint to Reduce Energy Without Overheating Risk in Hot & Humid Climate
British University in Dubai — Internal Research Grant  ·  75,000 AED
Optimizing thermostat setpoints using adaptive thermal comfort models to reduce cooling energy in UAE buildings without compromising occupant comfort — under current and projected future climates.
UAE Thermal Comfort Cooling Energy Future Climate
Principal Investigator
Multi-objective Optimization of Building Envelope for Net-Zero UAE Buildings
British University in Dubai — Internal Research Grant
Developing the ARCHOPT methodology — combining EnergyPlus simulation, XGBoost surrogate modelling, and NSGA-III — to simultaneously optimize energy use intensity, embodied carbon, and lifecycle cost for UAE residential and commercial buildings under current and projected future climates.
UAE EnergyPlus NSGA-III Net Zero
Principal Investigator
Overheating Risk Assessment & Adaptation for Desert School Buildings
Ajman University — Research Grant
Assessing overheating vulnerability in desert-climate school buildings under current and future climate scenarios (2020–2090). The study integrates adaptive cooling setpoint strategies — seasonal and daily — with passive measures including cool roofs, night cooling, and cross-ventilation, achieving up to 57% reduction in cooling energy.
Desert Climate Schools Overheating 2020–2090
Co-Investigator
Resilient Cooling Strategies for Canadian School Buildings Under Extreme Climates
Natural Sciences and Engineering Research Council of Canada (NSERC) & CMHC  ·  $90,000 CAD
Calibrating building simulation models against measured indoor temperature data and applying multi-objective genetic algorithms to assess and mitigate overheating risk in existing Canadian schools under extreme current and future climates. Developed methodology using global and local sensitivity analysis to identify optimal passive adaptation strategies.
NSERC Canada Calibration Sensitivity Analysis Schools
Principal Investigator
Urban Morphology Optimization for Solar Radiation Reduction in UAE Districts
British University in Dubai — Faculty Research Fund
Applying single-objective genetic algorithms to optimize urban district and block morphology — across random, radial, and grid street layouts — to simultaneously minimize solar radiation access and maximize building floor area efficiency in hot-arid UAE contexts. Published in Buildings (MDPI), 2024.
UAE Urban Morphology Genetic Algorithm Solar Radiation
Principal Investigator
Urban Heat Island & Thermal Comfort in Sustainable Cities — Dubai Case Study
British University in Dubai — Research Support Fund
Evaluating and contrasting the impact of sustainable urban configurations (Dubai Sustainable City) vs conventional urban forms on reducing outdoor air temperatures, mitigating urban heat island effects, and improving human thermal comfort in hot-arid climates. Published in Future Cities and Environment, 2025.
Urban Heat Island Dubai Thermal Comfort 2025
Co-Investigator
Typical & Extreme Weather Datasets for Building Climate Resilience Studies
IEA EBC Annex 80 — International Collaborative Research Programme
Contributing to a multi-country IEA Annex 80 effort to develop standardised typical and extreme weather datasets for studying building resilience to climate change and heatwaves across global climates. Published as a data article in Nature Scientific Data, 2025.
IEA Annex 80 Weather Data Heatwave Nature Sci. Data
Selected Publications

Recent peer-reviewed work

3 books · 24 journal articles · 11 conference papers · h-index 12 · 800+ citations

2025
Resilient passive cooling strategies during heat waves: A quantitative assessment in different climates
Building and Environment  ·  Q1, IF 7.4
IEA Annex 80 Passive Cooling Heatwaves
2025
Reducing Heating Energy, Embodied CO₂, Overheating Hours, and Initial Costs Simultaneously: Methodology and Case Study in Cold Climate
Building and Environment  ·  Q1, IF 7.4
Multi-objective Embodied Carbon Overheating
2025
Effect of Sustainable Cities on the Urban Heat Island and Human Thermal Comfort — Dubai Sustainable City as A Case Study
Future Cities and Environment  ·  2025
Dubai Urban Heat Island Thermal Comfort
2024
Typical and Extreme Weather Datasets for Studying the Resilience of Buildings to Climate Change and Heatwaves
Scientific Data (Nature)  ·  IF 9.8
Climate Data IEA Annex 80 Resilience
2024
Genetic Algorithm for Optimizing Urban District and Block Morphology to Minimize Solar Radiation Access and Maximize Building Floor Area in the UAE
Buildings, MDPI  ·  Q1, IF 3.5
UAE Genetic Algorithm Urban Morphology
2024
Optimizing Cooling Setpoint Using Adaptive Thermal Comfort Concept for School Buildings in Desert Climates Under Current and Future Climates
Smart and Sustainable Built Environment  ·  Q1, IF 3.4
Desert Climate Adaptive Comfort Future Climate
2023
Optimizing Overheating, Lighting, and Heating Energy in Canadian School for Climate Change Adaptation: Sensitivity Analysis and Multi-objective Optimization
Building and Environment  ·  Q1, IF 7.4
Multi-objective Schools Canada
2022
Do High Energy-Efficient Buildings Increase Overheating Risk in Cold Climates? Causes and Mitigation Measures
Building and Environment  ·  Q1, IF 7.4
Overheating Energy Efficiency Cold Climate
View all 44+ papers on Google Scholar → ORCID record ResearchGate

Interested in collaborating?

Research partnerships, joint grant applications, and PhD supervision — get in touch to discuss.

Training & Workshops

Practical workshops for
students & professionals

Hands-on training in BIM, DesignBuilder, and research methodology — designed for undergraduate and postgraduate students, as well as practitioners in architecture firms, engineering companies, and municipalities.

🏗
BIM Introduction
Concepts, tools & workflows
DesignBuilder
Energy modelling & simulation
📚
PhD Methodology
Literature, gap & methods
🏢
Industry Upskilling
Firms & municipalities
Available Workshops

Courses & Workshops

Graduate-level courses developed and taught at BUiD and workshops available for firms, research teams, and municipalities across the UAE.

All levels
🏗

BIM Introduction

Building Information Modelling — fundamentals to application

A practical introduction to BIM workflows for architecture, engineering, and construction. Covers core concepts, software tools, and how BIM connects to energy performance and sustainability compliance.

  • What BIM is and why it matters for sustainable design
  • BIM levels, LOD, and industry standards (ISO 19650)
  • Linking BIM models to energy simulation tools
  • BIM for LEED, Estidama, and green building compliance
  • Hands-on exercise with a live building model
Undergraduate Postgraduate Architecture firms Municipalities
All levels

DesignBuilder Workshops

Building energy simulation — from setup to results

Step-by-step training in DesignBuilder and EnergyPlus — from building geometry input through to simulation runs, result reading, and interpretation for design decisions and regulatory compliance.

  • Building geometry setup and zoning in DesignBuilder
  • Defining materials, constructions, and HVAC systems
  • Running EnergyPlus simulations and reading outputs
  • Passive strategy testing — shading, glazing, ventilation
  • Exporting results for LEED / Estidama compliance reports
Undergraduate Postgraduate Engineering firms Municipalities
Postgraduate
📚

PhD Research Development

Literature review, knowledge gap, methodology & results

A structured series of sessions guiding postgraduate students through the full arc of thesis research — from identifying a knowledge gap through to writing defensible results chapters.

  • Conducting a systematic literature review in building science
  • Identifying and articulating the knowledge gap
  • Structuring a rigorous research methodology chapter
  • Running and reporting optimization or simulation studies
  • Interpreting and writing up results for publication
MSc students PhD candidates Research assistants
Professional
🏢

Sustainability for Industry

Firms, developers & municipal professionals

Practical sustainability upskilling for professionals working in architecture, engineering, real estate, and municipal building departments — covering passive design, carbon literacy, and regulatory frameworks.

  • UAE Net Zero 2050 targets and what they mean for buildings
  • Passive cooling fundamentals for hot-climate design
  • Embodied vs. operational carbon — what to measure and when
  • LEED, Estidama, and BREEAM for project teams
  • Overheating risk assessment and adaptation strategies
Architecture firms Engineering companies Municipalities Developers
Postgraduate
📊

ARCHOPT for Researchers

Multi-objective optimization in your thesis

A focused workshop on integrating multi-objective building optimization into academic research — covering the full ARCHOPT pipeline from Latin Hypercube Sampling through surrogate training and Pareto front interpretation.

  • Setting up parametric building variables in EnergyPlus / IDF
  • Latin Hypercube Sampling for design space exploration
  • Training and validating XGBoost surrogate models
  • Running NSGA-III and reading the Pareto front
  • Global sensitivity analysis for results chapters
MSc students PhD candidates Researchers
Custom

Bespoke Programme

Tailored to your institution, firm, or team

Need something specific? We design bespoke workshop programmes for universities, engineering firms, government departments, and municipalities — matched to your tools, level, and objectives.

  • Custom topic selection from any combination above
  • Delivered on-site at your institution or online
  • Available in English or Arabic
  • Certificate of completion for participants
  • Follow-up Q&A and support included
Any audience On-site or online
Who attends

Built for two audiences

Students — Undergraduate & Postgraduate

Architecture, engineering, and built environment programmes
  • Undergraduate students needing hands-on BIM and energy simulation skills for final-year projects
  • MSc and PhD students developing their research methodology, literature review, and thesis chapters
  • Students preparing to use DesignBuilder or ARCHOPT in their dissertations
  • Research assistants and early-career academics building their simulation and optimization toolkit

Professionals — Companies & Municipalities

Architecture firms, engineering consultancies, developers & public bodies
  • Architects and engineers in firms adopting BIM or energy simulation for the first time
  • Municipal building departments needing to understand UAE Net Zero 2050 obligations
  • Developers and project managers requiring carbon literacy for green building certification
  • Sustainability teams in local government, utilities, and infrastructure organisations

Ready to bring a workshop to your team?

Get in touch to discuss format, audience, topics, and scheduling — on-site or online.