SaaS Metrics
Research Radar
A unified intelligence feed of emerging AI, SaaS, and architectural models extracted directly from peer-reviewed scientific literature.
Scientific Literature
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Published Oct 6, 2026
Data Physics & Cyber-Physical Systems - Part V: Advanced Thermal Substrates and Preemptive Control Mechanics in Next-Generation Data Physics Architectures
Abstract: Extreme power densities in post-CMOS and hyperscale artificial intelligence compute architectures have pushed reactive liquid cooling mechanisms to their physical limits. This paper explores three next-generation thermal management parad...
Scientific Literature
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Published Oct 6, 2026
Dynamic Influence Based Fitness Shaping For Cooperative Coevolution
Multiagent settings are naturally characterized by coevolutionary dynamics, where agents must adapt and learn in the context of their teammates. A key challenge in such domains is determining how to credit an agent for its individual contribution ...
Academic Publication
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Published Oct 6, 2026
A Survey of Large Language Models
Abstract The rapid evolution of large language models (LLMs) has driven a transformative shift in artificial intelligence (AI), reshaping both research paradigms and practical applications. Distinguished from...
Scientific Literature
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Published Oct 6, 2026
Penerapan Alternative Dispute Resolution (ADR) Melalui Advance Pricing Agreement (APA) dalam Penyelesaian Sengketa Pajak di Indonesia
Penelitian ini dilatarbelakangi oleh adanya kesenjangan (gap) kinerja di Pengadilan Pajak Indonesia, di mana selama periode 2020–2025 rata-rata penyelesaian sengketa hanya mencapai 59,53%, sehingga memicu penumpukan perkara (backlog) sebesar 40,47...
Scientific Literature
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Published Oct 6, 2026
Reliability assessment of autonomous underwater vehicle operation
Autonomous underwater vehicles play a crucial role in various marine applications, including oceanographic research, environmental monitoring, underwater infrastructure inspection, and military engagements. These unmanned vehicles are meticulously...
Scientific Literature
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Published Oct 6, 2026
Impacting Fuelling Dynamics Towards Tunable Liquid Metal Machine
ABSTRACT Self‐propelled liquid metal‐aluminium hybrid machines represent a promising class of autonomous motion systems capable of sustained movement without external power sources. While interactions between machines and their environment inevita...
Scientific Literature
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Published Oct 6, 2026
Global transportation impacts on wildlife mortality and emerging pathways for mitigation
Terrestrial, freshwater, and marine transportation are fundamental to modern human life, but vehicle collisions with wildlife inadvertently kill hundreds of millions of animals across 2000 vertebrate and invertebrate species annually; however, a c...
Scientific Literature
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Published Oct 6, 2026
Identifying clinical diagnostic trajectories associated with suicide death using temporal sequence mining of linked claims and mortality data
Most approaches to suicide risk assessment consider clinical conditions as independent risk factors, potentially overlooking prognostic information in the order in which conditions accumulate. We applied temporal sequence mining to linked claims a...
Scientific Literature
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Published Oct 6, 2026
Sensitivity based numerical investigation of Hall current and ion slip effects in magneto micropolar hybrid nanofluid flow with activation energy and variable thermal conductivity
This study presents a comprehensive numerical investigation of magneto-micropolar hybrid nanofluid flow over a permeable stretching surface embedded in a porous medium, with particular emphasis on the combined influence of Hall current, ion-slip, ...
Scientific Literature
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Published Oct 6, 2026
Supplemental Material for: Development of a protocol to retrospectively identify acute traumatic brain injury using electronic medical records from an academic health system data warehouse
Introduction: As recommended in the National Institute of Neurological Disorders and Stroke TBI Classification and Nomenclature Initiative, retrospective identification of traumatic brain injury (TBI) from electronic medical record (EMR) data offe...
Scientific Literature
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Published Oct 6, 2026
Digital Transformation in Higher Education Management
Universities are undergoing profound transformations as digital technologies reshape their missions, governance, and organizational culture. This book provides a comprehensive analysis of these changes, offering an integrative framework to underst...
Scientific Literature
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Published Oct 6, 2026
Intelligent Concrete: AI-Driven Design and Optimization of Reinforced Concrete Structures
Traditional reinforced concrete (RC) design has historically relied on time-consuming, iterative manual calculations to ensure structural safety. While effective for maintaining security, this method often hampers efficiency and innovation. Conseq...
Scientific Literature
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Published Oct 6, 2026
Disentangling large-scale supply networks: f-HiCoNE framework for flow-hierarchical clustering via combinatorial Hodge decomposition
Abstract Modern society relies on complex supply chains to sustain the flow of goods and services that are essential to daily life. While traditional supply chain theory assumes a clear, hierarchical flow from upstream suppliers to downstream cust...
Scientific Literature
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Published Oct 6, 2026
The Influence of Green Marketing Mix Perception on Organic Vegetable Purchasing Decision
This study aims to test: (1) the green marketing mix (GMM) in influencing attitudes (AT), subjective norms (SN), perceived behavioral control (PBC), purchase interest (PI), and purchase decisions (PD); (2) the influence of lifestyle (LS) on purcha...
Scientific Literature
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Published Oct 6, 2026
Reinforcement Learning‐Based Sliding Variable Optimal Control for Canonical Nonlinear Systems With Unknown Control Direction
ABSTRACT This paper presents a sliding variable‐based optimal control (SVBOC) framework for canonical nonlinear systems with unknown control direction. The approach integrates reinforcement learning (RL) with neural network (NN) approximation to a...
Scientific Literature
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Published Oct 6, 2026
Supplemental Material for: Development of a protocol to retrospectively identify acute traumatic brain injury using electronic medical records from an academic health system data warehouse
Introduction: As recommended in the National Institute of Neurological Disorders and Stroke TBI Classification and Nomenclature Initiative, retrospective identification of traumatic brain injury (TBI) from electronic medical record (EMR) data offe...
Scientific Literature
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Published Oct 5, 2026
Stereochemical Control of Static Strength and Dynamic Fracture for Efficient Atomization of Supramolecular Gel Propellants
Supramolecular gel propellants immobilize liquid fuels through the efficient self-assembly of low-molecular-weight gelators, enabling storage-stable networks at minimal additive loading while remaining susceptible to rapid disruption during atomiz...
Scientific Literature
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Published Oct 5, 2026
Supersonic sustainability transitions: an integrated life cycle and triple bottom line assessment with socio-technical transition lenses for next-generation passenger aircraft
Purpose This study aims to evaluate the environmental, economic and social sustainability of next-generation commercial supersonic transport and develops the Supersonic Sustainability Transition Assessment Model (SSTAM) to distinguish near-term ac...
Scientific Literature
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Published Oct 5, 2026
Reframing decentralized diagnostics with a programmable multi-dimensional microfluidic system
Decentralized diagnostics are vital for infectious disease control, yet current point-of-care tools remain largely one-dimensional, failing to capture the multidimensional profiles required for precision management. Here, we show SID-WAVES (Smartp...
Scientific Literature
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Published Oct 5, 2026
Nonlinear hydrodynamic coupling effects of free-surface and bottom boundaries on an AUV
Autonomous underwater vehicles (AUVs) frequently operate in shallow waters, where they are simultaneously subjected to the coupling effects of free-surface wave-making and bottom boundary restrictions. Existing studies have primarily focused on si...