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Meta-Optimized Continual Adaptation for smart agriculture microgrid orchestration during mission-critical recovery windows
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Meta-Optimized Continual Adaptation for smart agriculture microgrid orchestration during mission-critical recovery windows

DEV Community·Rikin Patel·19 days ago
#vmiEGSqa

It was 3 AM on a humid July morning when I first truly understood the fragility of our agricultural infrastructure. I was monitoring a test deployment of a reinforcement learning (RL) agent for a smar...

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Explainable Causal Reinforcement Learning for bio-inspired soft robotics maintenance in carbon-negative infrastructure
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Explainable Causal Reinforcement Learning for bio-inspired soft robotics maintenance in carbon-negative infrastructure

DEV Community·Rikin Patel·21 days ago
#kF9EnwMJ

It was a rainy Tuesday afternoon in March when I first stumbled upon a paper that would fundamentally reshape my understanding of how AI could bridge the gap between biological inspiration and sustain...

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Edge-to-Cloud Swarm Coordination for wildfire evacuation logistics networks for low-power autonomous deployments
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Edge-to-Cloud Swarm Coordination for wildfire evacuation logistics networks for low-power autonomous deployments

DEV Community·Rikin Patel·22 days ago
#5kmlmcoZ

It was 3 AM during a particularly dry August in California when I first truly understood the fragility of our centralized evacuation systems. I was debugging a distributed consensus protocol for a sma...

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Generative Simulation Benchmarking for deep-sea exploration habitat design during mission-critical recovery windows
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Generative Simulation Benchmarking for deep-sea exploration habitat design during mission-critical recovery windows

DEV Community·Rikin Patel·26 days ago
#kRdniwAH

It started with a failed experiment. I was deep into my exploration of generative AI systems for autonomous habitat design—a niche field I’d stumbled upon while studying reinforcement learning for ext...

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Sparse Federated Representation Learning for precision oncology clinical workflows with embodied agent feedback loops
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Sparse Federated Representation Learning for precision oncology clinical workflows with embodied agent feedback loops

DEV Community·Rikin Patel·about 1 month ago
#tX2gkM2P

It was 2:47 AM on a Tuesday in February 2024 when I had what I can only describe as a research epiphany. I was hunched over my workstation, staring at yet another failed federated learning convergence...

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Cross-Modal Knowledge Distillation for autonomous urban air mobility routing during mission-critical recovery windows
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Cross-Modal Knowledge Distillation for autonomous urban air mobility routing during mission-critical recovery windows

DEV Community·Rikin Patel·about 1 month ago
#1ZWrxfjO

It was a rainy Tuesday evening when I first stumbled upon the problem that would consume my next six months. I was debugging a reinforcement learning agent for drone delivery routing—a relatively stra...

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Single metasurface could generate record numbers of trapped neutral atoms

Physics World·@IsabelleDum·2 months ago
#qNc4zA

Physicists in China have demonstrated that a structure called an optical metasurface can individually trap up to 78,400 neutral atoms – a promising development in efforts to build a large-scale quantum computer.

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Quantonation’s double-sized second fund shows quantum still has believers

TechCrunch·@AnnaHeim·2 months ago
#HpFLEO

Quantonation Ventures, a venture firm investing in quantum and physics-based startups, has closed its oversubscribed second fund at €220 million, or approximately $260 million.

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