José Gabriel Carrasco Ramírez

• PhD
• CEO at QUARKS ADVANTAGE

This paper explores the feasibility of constructing interpretable artificial intelligence (AI) systems rooted in active inference and the free energy principle. Initially, we offer a concise introduction to active inference, emphasizing its relevance to modeling decision-making, introspection, and the generation of both overt and covert actions. Su...

Deep learning methodologies have significantly advanced the fields of computer vision and machine learning, enhancing performance across various tasks like classification, regression, and detection. In remote sensing for Earth observation, deep neural networks have propelled state-of-the-art results. However, a major drawback is their dependence on...

Federated learning stands out as a promising approach within the realm of distributed artificial intelligence (AI) systems, facilitating collaborative model training across decentralized devices while safeguarding data privacy. This study presents a thorough investigation into federated learning architecture, covering its foundational design princi...

Navigating the complexities of scaling AI/ML infrastructure unveils a terrain rife with challenges and opportunities. This exploration delves into the multifaceted landscape, addressing key aspects such as resource expansion, data management, parallel processing, algorithmic optimization, orchestration, monitoring, streamlined pipelines, automation...

Security, a cornerstone of international relations, is intertwined with states' defense and survival. Barry Buzan's work expands security's scope from military to societal dimensions, highlighting its multifaceted nature. Buzan's Regional Security Complex paradigm elucidates interactions among states within and beyond geographical boundaries. Socie...

This article explores the transformative impact of Artificial Intelligence (AI) in healthcare, with a specific focus on how predictive analytics and decision support systems are revolutionizing patient care. Predictive analytics enable early disease prevention and diagnosis by identifying patterns and risk factors, contributing to improved patient...

Natural Language Processing (NLP) advancements have revolutionized human-computer interaction, breaking barriers and opening new frontiers in technology. NLP techniques enable machines to understand, interpret, and generate human language, facilitating seamless communication between humans and computers. This paper explores recent advancements in N...

Artificial Intelligence (AI) stands as a pivotal innovation deeply ingrained in both our daily routines and industrial operations. Its rapid evolution promises transformative impacts across various sectors, from cutting-edge industries to the lives of ordinary individuals. AI constantly updates human experiences, shaping interactions and augmenting...

Artificial Intelligence (AI) stands as a pivotal innovation deeply ingrained in both our daily routines and industrial operations. Its rapid evolution promises transformative impacts across various sectors, from cutting-edge industries to the lives of ordinary individuals. AI constantly updates human experiences, shaping interactions and augmenting...

The advent of digital technology, especially through Artificial Intelligence (AI) and mobile applications, is fundamentally transforming business strategies in the contemporary landscape. This paper introduces the Mobile App and Artificial Intelligence Business Innovation Cycle (MABIC), a novel framework that builds upon and surpasses the foundatio...

his paper critically examines the concept of granting legal personhood to artificial intelligence (AI) systems, addressing the challenges and implications within the context of evolving legal and societal frameworks. It navigates through the historical understanding of personhood, the ethical considerations posed by advanced AI capabilities, and th...

In the rapidly evolving landscape of contemporary business, the imperative for effective strategic planning has become more pronounced than ever. This article introduces a Systemic Model of Strategic Planning, which integrates organizational, economic, and operating dimensions. The model is designed to fortify decision-making processes by navigatin...

Microfluidics allows for the manipulation and analysis of minuscule amounts of liquid within a system that contains multiple channels, ports, and samples. Advanced microfluidic technology can incorporate numerous functional units onto a tiny chip made of glass, plastic or polymers. By combining microfluidic systems with artificial intelligence (AI)...

The United States faces steep economic recovery challenges as its crucial small business sector struggles. While this sector has long grappled with various obstacles, it has only grown more dire thanks to the COVID-19 pandemic in the form of rising bankruptcies and closures. Yet investing in and supporting small businesses is essential to the US ec...

Temporal quantum coherence is essential for the successful operation of quantum computers, and graphene-based superconducting circuits offer a promising platform for advancing these technologies. However, decoherence mechanisms-including thermal fluctuations, electromagnetic interference, material defects, and quasiparticle dynamics-limit the achie...

Vortex-induced vibration (VIV) of structures exposed to fluid flow is a complex phenomenon that can lead to fatigue damage and failure. Physics-informed neural networks (PINNs) are a promising approach to model VIV by incorporating both data and physical laws. This study develops a PINN framework to analyze VIV of a cylinder in cross-flow. The mode...

The advent of quantum computing heralds a transformative shift in computational capabilities, leveraging the principles of quantum mechanics to solve problems intractable for classical computers. Among the myriad of materials investigated for quantum computing, graphene stands out due to its exceptional electronic properties. This paper presents a...

In this study, we investigate the application of graphane, a novel material evolved from graphene through hydrogenation, in the domain of quantum computing. Our focus is on developing and refining quantum control schemes tailored for graphane-based systems, aiming to harness its distinctive properties for quantum technology advancement. The researc...

The relentless progression towards fifth generation (5G) and the impending transition towards sixth-generation (6G) mobile networks are characterized by their ability to deliver ultra-high speeds, minimal latency, and an interconnected web of a myriad of devices. Despite the considerable advancements, this evolution has also introduced an array of...