GeoAdditive AI Designer
A low-carbon geomaterials design platform that turns literature evidence, engineering constraints, and material data into candidate binder systems, experiment matrices, and technical reports.
Formula screening
Screen low-carbon binders and admixtures against performance targets and constraints.
- Multi-criteria candidate ranking
- Material compatibility analysis
- Carbon and cost indicators
Evidence management
Connect literature, standards, tests, and internal data with full traceability.
- Reference linking and deduplication
- Dataset management
- Audit-ready evidence packages
Service delivery
Move from concept to validation with transparent reports and experiment plans.
- Experiment matrix and DOE
- Technical report generation
- Decision support and review
Flagship product
GeoAdditive AI Designer: a scientific design console
Combine natural language, materials knowledge, and engineering models to propose and validate low-carbon geomaterials systems with confidence.
- Natural-language to structured requirements
- Candidate systems with score and trade-offs
- Traceable evidence, risks, and next experiments
Natural language request
Design a low-carbon stabilisation system for marine soft clay with high early strength and sulfate resistance.
Top candidate system
LC-MK geopolymer + slag + PCE
86/100
Strength potential
85%
Carbon reduction
78%
Cost control
74%
Constructability
81%
| ID | Variables | Levels | Key tests |
|---|
Evidence trail
Risk notes
Core Expertise
XY Energy Geotech connects low-carbon binders, new-energy geotechnics, laboratory validation, and AI-assisted material screening.
Low-carbon binders
Geopolymers, alkali-activated materials, supplementary cementitious materials, and hybrid binders.
Geotechnical applications
Soft soil stabilisation, marine clay treatment, ground improvement, and well construction.
Materials and testing
Rheology, strength, durability, microstructure, and chemical characterisation.
Modelling and optimisation
Performance prediction, multi-objective optimisation, uncertainty quantification, and reporting.
Research Directions
Projects are selected when they can produce a closed loop of materials data, engineering validation, model improvement, and deployable reports.
Low-carbon binder systems
Next-generation binders with lower embodied carbon and project-specific durability validation.
Durability under aggressive environments
Sulfate, chloride, freeze-thaw, acid exposure, and combined loading resistance.
Digital design and AI
Knowledge graphs, machine learning, and scientific reasoning for auditable material design.
Service Process
Each engagement starts with boundary conditions and deliverables before moving into testing, modelling, and optimisation.
Problem definition
Engineering scenario, materials boundary, performance targets, and risk conditions.
Samples and data
Material sources, standards, prior tests, literature, and project constraints.
Testing and modelling
Screening tests, mechanism review, candidate ranking, and uncertainty checks.
Optimisation and delivery
Validated candidate sets, experiment matrices, technical report, and next decisions.
Discuss a project
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Legal name
Luoyang Xuyi New Energy Geotechnical Engineering Technology Co., Ltd.
Email
contact@xyenergygeotechnology.com