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NNSA Genesis 01 ArrheniusAI
Temperature-driven reaction analogs to accelerate unclassified AI-assisted materials and energy reasoning.
UCPD FORGE
Informational technical studies prepared in response to a DOE/NNSA Request for Information.
All materials on this page were developed exclusively from public-source data and commercially available AI systems. No classified or restricted data were used.
The content is presented as-is, without claim of endorsement, ownership, or completeness.
NNSA Technical Studies 22
Twenty-two studies with one-line summaries and direct access.
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NNSA Genesis 02 OrigamiAgentic
Agentic folding heuristics for decomposing complex national-security design spaces into reviewable modules.
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NNSA Genesis 03 NavierAI
Fluid-dynamics-inspired operators to stabilize large-scale AI inference and simulation workflows.
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NNSA Genesis 04 LogisticAI
Logistic dynamics to bound emergent behavior and failure modes in autonomous decision systems.
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NNSA Genesis 05 LaplacianHPC
Laplacian operators mapped to HPC scheduling to improve convergence, throughput, and utilization.
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NNSA Genesis 06 BayesianUQ
Bayesian uncertainty quantification for rapid early-stage risk assessment and decision support.
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NNSA Genesis 07 CrossEntropyFineTune
Cross-entropy methods for efficient fine-tuning under constrained data and governance regimes.
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NNSA Genesis 08 MinimaxAgents
Minimax agent strategies for adversarial, game-theoretic, and red-team/blue-team environments.
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NNSA Genesis 09 GibbsML
Gibbs sampling analogs for scalable probabilistic reasoning and posterior exploration.
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NNSA Genesis 10 FractureExtension
Fracture-mechanics-inspired resilience modeling for cascading failures in complex systems.
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NNSA Genesis 11 EntropySupplyChain
Entropy metrics to stress-test AI-enabled supply-chain robustness and brittleness.
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NNSA Genesis 12 GenerativeExplorer
Generative explorer for hypothesis discovery across heterogeneous, unclassified datasets.
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NNSA Genesis 13 MarkovHybrid
Markov hybrid coordination for mixed deterministic–stochastic analytical pipelines.
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NNSA Genesis 14 SafetyIterationAI
Iterative safety loops for AI validation, review, and bounded deployment in high-consequence settings.
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NNSA Genesis 15 NonprolifMonitoring
Unclassified monitoring concepts for nonproliferation using AI pattern synthesis and proxy signals.
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NNSA Genesis 16 EnrichmentDetection
Enrichment-signature detection approaches using open proxies and disciplined inference workflows.
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NNSA Genesis 17 AgenticAnalysis
Agentic analysis patterns for multi-step reasoning under uncertainty with auditable checkpoints.
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NNSA Genesis 18 DataFusionAI
Data-fusion architectures for integrating disparate unclassified signals into coherent assessments.
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NNSA Genesis 19 ConsortiaGovernance
Consortia governance models for cross-institution coordination, standards, and oversight.
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NNSA Genesis 20 AICostPricing
Cost and pricing structures for scalable AI deployment decisions under real-world constraints.
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NNSA Genesis 21 NucAIDCPwrCampus
AI data center campus modeling using nuclear baseload power proxies for sovereign energy resilience, capacity planning, and grid independence.
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NNSA Genesis — Output Validation Reference (HallucinationShield)
Deterministic post-generation validation layer scoring factuality, semantic consistency, discourse coherence, and tone to support defense-in-depth AI assurance in high-assurance environments.
HELIOS Fuel Cycle Architecture Series
Strategic, planning-only foresight frameworks exploring how multiple DOE-funded recycling pathways could operate as a reversible and safeguardable U.S. fuel-cycle ecosystem.
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Project HELIOS: Integrated U.S. Closed Fuel Cycle Foresight Architecture
An executive, reversible integration architecture that connects five DOE-funded recycling pathways into one decision-ready foresight model—without committing to implementation.
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HEU Recovery and HALEU Conversion
A strategic conversion pathway showing how legacy research reactor fuel could be transformed into HALEU to strengthen domestic advanced-reactor fuel security.
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Electrochemical Processing of Used Fuel
A modular planning framework examining how electrochemical processing could enable high-efficiency recovery while preserving reversibility and safeguards integrity.
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Heavy Element Deposition in Molten Salt
A conceptual pathway exploring molten-salt deposition methods to optimize advanced pyroprocessing performance and next-generation fuel-cycle design.
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UF₆ Production from Used Fuel
A modernization concept evaluating how recovered uranium could be converted into enrichment-ready UF₆, supporting resilient domestic fuel supply chains.
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Integrated TSD and Hydro-Processing of Used Fuel
A lifecycle integration construct linking transport, storage, disposal, and hydro-processing into a unified, reversible waste-management planning architecture.
This initiative stands on its own. Readers interested in related DOE planning efforts may optionally review a brief contextual overview here.