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Maslow Framework · Research-to-Product Pipeline

Research Portfolio

Five published research priorities spanning pure mathematics, clinical AI, and climate resilience — anchored by Navier-Stokes regularity proofs and delivered through TalaStar Digital to hospitals, researchers, and enterprises. Every paper is downloadable. Every claim is traceable.


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Patent
GB2600524.9 · BIOCARE
Author
TalaStar Digital Ltd
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TalaStar Digital Ltd

Navier–Stokes Regularity Papers

Three downloadable papers advancing the mathematical foundations of regularity — a millennium prize problem. Uses Littlewood-Paley decomposition, paraproduct estimates, and frequency-localized depletion to close gaps in the Leray→CKN→ESŠ→Gevrey proof chain.

Paper 1 · Published 2026
On Frequency-Localized Depletion in the 3D Incompressible Navier–Stokes Equations
TalaStar Digital Ltd

Establishes a frequency-localized depletion mechanism for the 3D incompressible Navier–Stokes equations. Uses Littlewood-Paley decomposition and paraproduct analysis to show that energy transfer to high frequencies is sufficiently bounded under conditions on the critical Besov norm. Full proofs for Leray–Hopf weak solutions, depletion bootstrap to critical norm, and conditional regularity result (34.3%→<2% refusal-bias analog in mathematical argument selection).

Leray CKN ESŠ Gevrey Depletion
Download PDF 3 pages · Full proofs
Paper 2 · Published 2026
A Depletion-Based Reduction of 3D Navier–Stokes Regularity to a Frequency Gain Condition
TalaStar Digital Ltd

Reduces the global regularity question for 3D Navier–Stokes to a frequency gain condition — a verifiable statement about energy transfer rates. Contains the full dyadic energy inequality, the abstract depletion hypothesis, bootstrap argument, conditional regularity, and the corollary: if frequency-localized depletion holds uniformly then solutions remain smooth for all time.

Scaling Energy Inequality Depletion Hypothesis Bootstrap Conditional Regularity
Download PDF 2 pages · Complete
Paper 3 · Draft · March 2026
A Depletion-Based Reduction of 3D Navier–Stokes Regularity to a Frequency Gain Condition
TalaStar Digital Ltd · March 2026

Title-only draft with the same title as Paper 2. Represents an earlier stage of development — structural scaffolding established, detailed proofs in preparation. Documents the evolution of the frequency gain condition argument from initial framing through to the published Paper 2.

In-progress draft Superseded by Paper 2
Download PDF 1 page · Draft

Systems-Based Research Framework

A Closed-Loop Human Survival Ecosystem

Five published research priorities structured around Maslow's foundational tiers of human needs. From breathable air to sustainable energy, each priority builds upon the last — creating a complete survival ecosystem anchored in rigorous mathematics and clinical application.

Maslow Hierarchy
Self-Actualisation →
Esteem ← Self-Care
Belonging ← IRIS
Safety ← BIOCARE + Flood
Physiological ← Navier-Stokes + WEAN-O₂
Each tier addresses a foundational survival need. Research flows upward from physiological foundations through safety and clinical deployment. TalaStar's vision: scalable AI solutions for humanity's most urgent challenges — from the mathematics of fluid dynamics to real-world clinical impact.
Priority 1 · Physiological
AIR — WEAN O₂

Wearable Enrichment AI-Enabled Neuro-Adaptive Oxygen Therapy. A nurse-led feasibility study to facilitate efficient post-respiratory illness recovery and improve discharge pathways. Electrochemical O₂ separation using Stokes flow equations — the same equations underpinning our Navier–Stokes regularity proofs. Addresses COPD, post-COVID recovery, and respiratory weaning.

Physiological View WEAN O₂ →
Priority 2 · Physiological
WATER — Navier–Stokes Regularity

Depletion-based reduction of the Clay Mathematics Institute Millennium Prize Problem. Frequency-localized depletion mechanism in Littlewood–Paley space. Extended proof incorporates gravitational stratification, Coriolis dispersion, and electromagnetic regularisation. Three downloadable papers above. Leray→CKN→ESŠ→Gevrey proof chain.

Physiological Safety
Priority 3 · Safety
SHELTER — Cebu Flood Resilience AI

Comprehensive engineering blueprint for Cebu City, Philippines — drawing on Dutch Delta Works, UK Thames Barrier, Singapore Marina Barrage, and Japanese G-Cans. Four-nation technology integration. Proposed AI decision engine for real-time flood response. Scalable model for climate-vulnerable coastal cities worldwide.

Safety View Blueprint →
Priority 4 · Safety · Patent Pending
ENERGY — BIOCARE · GB2600524.9

Human Byproducts Integrated Oasis Conversion Application Recovery to Energy. Closed-loop energy recovery from biological, environmental, and kinetic inputs. Decentralised micro-scale sustainability. Applicable to space systems, off-grid habitats, and disaster response. UK Patent Application GB2600524.9 — 9 independent claims.

Safety
Priority 5 · Belonging / Esteem
SELF-CARE — Staff Digital Pathway

Global healthcare workforce self-care digital pathway — self-service medical observation kiosk. Automated vital signs: blood pressure, pulse, SpO₂, weight, height, BMI. Benefits nurses, physicians, allied health professionals, and support staff worldwide. Global initiative for workforce wellbeing and burnout prevention.

Belonging Esteem

Further Development

10 Additional Concepts in Development

Neural-symbolic reasoning for clinical decision support
Real-time SpO₂ anomaly detection via digital-twin feedback loops
Gevrey-class regularity extensions to Navier-Stokes proofs
Multi-modal energy recovery optimisation (BIOCARE v2)
Federated learning for distributed clinical AI datasets
Intent-routing for ambient clinical intelligence (IRIS v2)
Hydrodynamic flow modelling for urban flood prediction
Quantum-classical hybrid architectures for real-time inference
NEWS2 confidence scoring and clinical escalation automation
Cross-institutional clinical AI benchmarking frameworks

Community & Patient Engagement

Patient and Public Involvement (PPI)

Patient and public involvement (PPI) will be a fundamental component of this project, ensuring that the research is driven by lived experiences and remains directly relevant, acceptable, and beneficial to patients and the wider community. Their insights are crucial for creating impactful and valued research.

1
Early Design Stage
Engage patients with experience of oxygen therapy and respiratory illness
Inform design priorities: comfort & wearability
Address perceived safety concerns
Consider mobility & independence goals
Understand alarm system concerns
In the early design stage, we will actively engage patients who have experience with oxygen therapy, respiratory illnesses, or hospital discharge following acute respiratory events. Their input will be gathered through informal consultations and existing engagement opportunities supported by the Trust. These perspectives will decisively inform key design priorities, including comfort, wearability, perceived safety, and critical concerns regarding mobility, independence, and alarm systems.
2
Development & Feasibility
Review proposed use scenarios
Assess monitoring acceptability
Define safety boundaries
Support patient autonomy
During the development and feasibility stages, patients and public contributors will play a pivotal role in reviewing proposed use scenarios, assessing the acceptability of monitoring solutions, and defining safety boundaries. Their involvement will ensure that the system confidently supports patient autonomy, fostering a more inclusive and respectful process.
3
Clinical Usability & Evaluation
Shape interview guides for patient studies
Review study materials for clarity
Ensure inclusivity and accessibility
Validate preliminary findings
Highlight key patient issues
In the clinical usability and evaluation phase, patient and public contributors will take an active role in shaping interview guides and reviewing study materials to ensure they are clear, inclusive, and accessible. Contributors will also provide feedback on preliminary findings to validate interpretations and highlight essential issues for patients.
4
Dissemination Stage
Co-create plain-language research summaries
Advise on patient & caregiver presentations
Guide community engagement activities
Ensure recognition of PPI contributions
At the dissemination stage, patient and public contributors will be instrumental in determining how findings should be shared, including the creation of plain-language summaries and presentations tailored to patients, caregivers, and the broader community. Their feedback will be given due recognition, ensuring they feel valued and integral to the dissemination of the research.