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Rikin Patel

When life gives you data, make insights! 🚀✨

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Meta-Optimized Continual Adaptation for coastal climate resilience planning with zero-trust governance guarantees

Meta-Optimized Continual Adaptation for coastal climate resilience planning with zero-trust governance guarantees

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8 min read

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Probabilistic Graph Neural Inference for satellite anomaly response operations during mission-critical recovery windows

Probabilistic Graph Neural Inference for satellite anomaly response operations during mission-critical recovery windows

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8 min read
Physics-Augmented Diffusion Modeling for satellite anomaly response operations across multilingual stakeholder groups

Physics-Augmented Diffusion Modeling for satellite anomaly response operations across multilingual stakeholder groups

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9 min read
Sparse Federated Representation Learning for heritage language revitalization programs under multi-jurisdictional compliance

Sparse Federated Representation Learning for heritage language revitalization programs under multi-jurisdictional compliance

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9 min read
Physics-Augmented Diffusion Modeling for coastal climate resilience planning with zero-trust governance guarantees

Physics-Augmented Diffusion Modeling for coastal climate resilience planning with zero-trust governance guarantees

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7 min read
Physics-Augmented Diffusion Modeling for deep-sea exploration habitat design under multi-jurisdictional compliance

Physics-Augmented Diffusion Modeling for deep-sea exploration habitat design under multi-jurisdictional compliance

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9 min read
Meta-Optimized Continual Adaptation for deep-sea exploration habitat design for low-power autonomous deployments

Meta-Optimized Continual Adaptation for deep-sea exploration habitat design for low-power autonomous deployments

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9 min read
Cross-Modal Knowledge Distillation for wildfire evacuation logistics networks under real-time policy constraints

Cross-Modal Knowledge Distillation for wildfire evacuation logistics networks under real-time policy constraints

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7 min read
Generative Simulation Benchmarking for precision oncology clinical workflows under real-time policy constraints

Generative Simulation Benchmarking for precision oncology clinical workflows under real-time policy constraints

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7 min read
Edge-to-Cloud Swarm Coordination for coastal climate resilience planning with ethical auditability baked in

Edge-to-Cloud Swarm Coordination for coastal climate resilience planning with ethical auditability baked in

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9 min read
Probabilistic Graph Neural Inference for planetary geology survey missions in carbon-negative infrastructure

Probabilistic Graph Neural Inference for planetary geology survey missions in carbon-negative infrastructure

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9 min read
Edge-to-Cloud Swarm Coordination for planetary geology survey missions with ethical auditability baked in

Edge-to-Cloud Swarm Coordination for planetary geology survey missions with ethical auditability baked in

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7 min read
Explainable Causal Reinforcement Learning for circular manufacturing supply chains across multilingual stakeholder groups

Explainable Causal Reinforcement Learning for circular manufacturing supply chains across multilingual stakeholder groups

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7 min read
Probabilistic Graph Neural Inference for bio-inspired soft robotics maintenance in hybrid quantum-classical pipelines

Probabilistic Graph Neural Inference for bio-inspired soft robotics maintenance in hybrid quantum-classical pipelines

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8 min read
Probabilistic Graph Neural Inference for planetary geology survey missions for low-power autonomous deployments

Probabilistic Graph Neural Inference for planetary geology survey missions for low-power autonomous deployments

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8 min read
Generative Simulation Benchmarking for smart agriculture microgrid orchestration with zero-trust governance guarantees

Generative Simulation Benchmarking for smart agriculture microgrid orchestration with zero-trust governance guarantees

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7 min read
Cross-Modal Knowledge Distillation for smart agriculture microgrid orchestration under multi-jurisdictional compliance

Cross-Modal Knowledge Distillation for smart agriculture microgrid orchestration under multi-jurisdictional compliance

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8 min read
Probabilistic Graph Neural Inference for deep-sea exploration habitat design with embodied agent feedback loops

Probabilistic Graph Neural Inference for deep-sea exploration habitat design with embodied agent feedback loops

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Self-Supervised Temporal Pattern Mining for deep-sea exploration habitat design with embodied agent feedback loops

Self-Supervised Temporal Pattern Mining for deep-sea exploration habitat design with embodied agent feedback loops

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8 min read
Probabilistic Graph Neural Inference for coastal climate resilience planning with ethical auditability baked in

Probabilistic Graph Neural Inference for coastal climate resilience planning with ethical auditability baked in

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7 min read
Generative Simulation Benchmarking for satellite anomaly response operations for extreme data sparsity scenarios

Generative Simulation Benchmarking for satellite anomaly response operations for extreme data sparsity scenarios

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8 min read
Explainable Causal Reinforcement Learning for smart agriculture microgrid orchestration with ethical auditability baked in

Explainable Causal Reinforcement Learning for smart agriculture microgrid orchestration with ethical auditability baked in

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7 min read
Human-Aligned Decision Transformers for bio-inspired soft robotics maintenance with embodied agent feedback loops

Human-Aligned Decision Transformers for bio-inspired soft robotics maintenance with embodied agent feedback loops

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8 min read
Sparse Federated Representation Learning for autonomous urban air mobility routing with embodied agent feedback loops

Sparse Federated Representation Learning for autonomous urban air mobility routing with embodied agent feedback loops

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Privacy-Preserving Active Learning for circular manufacturing supply chains in hybrid quantum-classical pipelines

Privacy-Preserving Active Learning for circular manufacturing supply chains in hybrid quantum-classical pipelines

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7 min read
Explainable Causal Reinforcement Learning for deep-sea exploration habitat design across multilingual stakeholder groups

Explainable Causal Reinforcement Learning for deep-sea exploration habitat design across multilingual stakeholder groups

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6 min read
Meta-Optimized Continual Adaptation for heritage language revitalization programs with inverse simulation verification

Meta-Optimized Continual Adaptation for heritage language revitalization programs with inverse simulation verification

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8 min read
Self-Supervised Temporal Pattern Mining for circular manufacturing supply chains with inverse simulation verification

Self-Supervised Temporal Pattern Mining for circular manufacturing supply chains with inverse simulation verification

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8 min read
Sparse Federated Representation Learning for autonomous urban air mobility routing for low-power autonomous deployments

Sparse Federated Representation Learning for autonomous urban air mobility routing for low-power autonomous deployments

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7 min read
Privacy-Preserving Active Learning for circular manufacturing supply chains for extreme data sparsity scenarios

Privacy-Preserving Active Learning for circular manufacturing supply chains for extreme data sparsity scenarios

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7 min read
Edge-to-Cloud Swarm Coordination for planetary geology survey missions with ethical auditability baked in

Edge-to-Cloud Swarm Coordination for planetary geology survey missions with ethical auditability baked in

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7 min read
Cross-Modal Knowledge Distillation for sustainable aquaculture monitoring systems with embodied agent feedback loops

Cross-Modal Knowledge Distillation for sustainable aquaculture monitoring systems with embodied agent feedback loops

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8 min read
AI Model Optimization for Production Deployment - 20251109_225525

AI Model Optimization for Production Deployment - 20251109_225525

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8 min read
Quantum-Resistant Federated Learning with Homomorphic Encryption for Cross-Silo Medical AI Systems

Quantum-Resistant Federated Learning with Homomorphic Encryption for Cross-Silo Medical AI Systems

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Quantum-Resistant Federated Learning: Securing Distributed Model Training Against Post-Quantum Cryptographic Threats

Quantum-Resistant Federated Learning: Securing Distributed Model Training Against Post-Quantum Cryptographic Threats

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Quantum-Resistant Federated Learning: Securing Distributed Model Training Against Future Cryptanalytic Attacks

Quantum-Resistant Federated Learning: Securing Distributed Model Training Against Future Cryptanalytic Attacks

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8 min read
Quantum-Resistant Federated Learning: Implementing Post-Quantum Cryptography for Secure Model Aggregation in Cross-Silo Envir...

Quantum-Resistant Federated Learning: Implementing Post-Quantum Cryptography for Secure Model Aggregation in Cross-Silo Envir...

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7 min read
Quantum-Resistant Federated Learning: Implementing Post-Quantum Cryptography in Cross-Silo Model Aggregation

Quantum-Resistant Federated Learning: Implementing Post-Quantum Cryptography in Cross-Silo Model Aggregation

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7 min read
Quantum-Resistant Federated Learning: Implementing Post-Quantum Cryptography in Cross-Silo Model Aggregation

Quantum-Resistant Federated Learning: Implementing Post-Quantum Cryptography in Cross-Silo Model Aggregation

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6 min read
Quantum-Resistant Federated Learning with Homomorphic Encryption for Medical Imaging Diagnostics

Quantum-Resistant Federated Learning with Homomorphic Encryption for Medical Imaging Diagnostics

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8 min read
Quantum-Resistant Federated Learning: Securing Distributed Model Training Against Post-Quantum Cryptography Threats

Quantum-Resistant Federated Learning: Securing Distributed Model Training Against Post-Quantum Cryptography Threats

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8 min read
Quantum-Resistant Federated Learning with Lattice-Based Homomorphic Encryption for Edge AI Systems

Quantum-Resistant Federated Learning with Lattice-Based Homomorphic Encryption for Edge AI Systems

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Quantum-Resistant Federated Learning with Lattice-Based Homomorphic Encryption for Medical Imaging

Quantum-Resistant Federated Learning with Lattice-Based Homomorphic Encryption for Medical Imaging

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Encode internal state and context

Encode internal state and context

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7 min read
Emergent Communication Protocols in Multi-Agent Reinforcement Learning Systems

Emergent Communication Protocols in Multi-Agent Reinforcement Learning Systems

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Each agent contributes based on their expertise

Each agent contributes based on their expertise

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Communication encoding network

Communication encoding network

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Process each modality in parallel

Process each modality in parallel

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Emergent Capabilities in Multi-Modal Agentic Systems: When AI Agents Develop Unexpected Problem-Solving Strategies

Emergent Capabilities in Multi-Modal Agentic Systems: When AI Agents Develop Unexpected Problem-Solving Strategies

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7 min read
Each agent gets a partial view of the state

Each agent gets a partial view of the state

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Emergent Communication Protocols in Multi-Agent Reinforcement Learning Systems

Emergent Communication Protocols in Multi-Agent Reinforcement Learning Systems

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9 min read
Emergent Communication Protocols in Multi-Agent Reinforcement Learning Systems

Emergent Communication Protocols in Multi-Agent Reinforcement Learning Systems

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Simple proportional allocation based on observed demands

Simple proportional allocation based on observed demands

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Emergent Coordination in Heterogeneous Multi-Agent Systems Through Differentiable Communication

Emergent Coordination in Heterogeneous Multi-Agent Systems Through Differentiable Communication

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Emergent Coordination in Heterogeneous Multi-Agent Systems Through Differentiable Communication

Emergent Coordination in Heterogeneous Multi-Agent Systems Through Differentiable Communication

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Observation processing network

Observation processing network

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Emergent Communication Protocols in Multi-Agent Reinforcement Learning Systems

Emergent Communication Protocols in Multi-Agent Reinforcement Learning Systems

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8 min read
Emergent Communication Protocols in Multi-Agent Reinforcement Learning Systems

Emergent Communication Protocols in Multi-Agent Reinforcement Learning Systems

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7 min read
Concatenate observation with received messages

Concatenate observation with received messages

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Observation processing

Observation processing

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8 min read
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