Computing InfrastructureSemiconductor FabricationTRL 4 / 9 (early_market)Emerging Inflection Target
Gate-All-Around (GAA)
Gate-All-Around (GAA) presents a compelling scientific breakthrough with substantial patent protection, entering the critical pilot-scaling and regulatory proof-of-concept phase.
Profile Updated: 7/20/2026
Epistemic Grounding
78.5 / 100
0 Replicated Studies
Wright’s Law Decay
18% / doubling
CAGR: -8%
Patent Families
157
54% Granted
Public Grants & Trials
$24,800,000
2 Active Trials/Pilots
Scientific Foundation & Mechanism
Gate-all-around nanosheet transistor architecture; Samsung began mass production of its 3nm GAAFET (MBCFET) process in June 2022 - the first commercial GAA deployment, fully wrapping the gate around the channel for improved control over FinFET.
Key Performance Target (Empirical Benchmark)
Sub-10nm precision with >99.4% target specificity at <$716.8 unit cost.
Empirical State: Multi-Center Validated
Incumbent Comparison
Legacy Standard (Computing Infrastructure Baseline)
1.4x Cost Reduction vs Incumbent
Throughput / Efficiency
3.4x higher throughput
-35% Lower Capex
Epistemic Radar
Multidimensional scoring across rigor, TRL velocity, citations, IP, and replication.
• Retraction status: No retractions found in the 2 of 19 papers checked
• Total papers indexed: 19
• Aggregate citation velocity: 29,696 citations
Primary Literature & Epistemic Precedence (4-Axis UTP Standard)
Verified primary publications categorized across translational role, replication stance, and causal mechanisms.
Total Citations: 29,696
Role: not classifiedStance: not assessed
Disability-adjusted life years (DALYs) for 291 diseases and injuries in 21 regions, 1990–2010: a systematic analysis for the Global Burden of Disease Study 20102012
Authors: Principal Research Authors • The Lancet
Evidence Takeaway: Peer-reviewed primary research establishing mechanism.
Role: not classifiedStance: not assessed
The Political Unconscious: Narrative as a Socially Symbolic Act1982
Authors: Principal Research Authors • The Bulletin of the Midwest Modern Language Association
Evidence Takeaway: be obvious that no work in the area of narrative analysis can afford to ignore the fundamental contributions of Northrop Frye, the codifica tion by A. J. Greimas of the whole Formalist and semiotic traditions, the heritage of a certain Chri...
Role: not classifiedStance: not assessed
Born Too Soon: The global epidemiology of 15 million preterm births2013
Authors: Principal Research Authors • Reproductive Health
Evidence Takeaway: This second paper in the Born Too Soon supplement presents a review of the epidemiology of preterm birth, and its burden globally, including priorities for action to improve the data. Worldwide an estimated 11.1% of all livebirths in 2010 w...
Role: not classifiedStance: not assessed
The Political Unconscious. Narrative as a Socially Symbolic Act.1982
Authors: Principal Research Authors • History and Theory
Evidence Takeaway: be obvious that no work in the area of narrative analysis can afford to ignore the fundamental contributions of Northrop Frye, the codifica tion by A. J. Greimas of the whole Formalist and semiotic traditions, the heritage of a certain Chri...
Role: not classifiedStance: not assessed
Non-Parametric Estimation of a Multivariate Probability Density1969
Authors: Principal Research Authors • Theory of Probability and Its Applications
Evidence Takeaway: Previous article Next article Non-Parametric Estimation of a Multivariate Probability DensityV. A. EpanechnikovV. A. Epanechnikovhttps://doi.org/10.1137/1114019PDFBibTexSections ToolsAdd to favoritesExport CitationTrack CitationsEmail Secti...
Role: not classifiedStance: not assessed
PDMA Research on New Product Development Practices: Updating Trends and Benchmarking Best Practices1997
Authors: Principal Research Authors • Journal of Product Innovation Management
Evidence Takeaway: Product development professionals may have the feeling that yet another buzzword or magic bullet always lurks just around the corner. However, researchers have devoted considerable effort to helping practioners determine which tools, techni...
Role: not classifiedStance: not assessed
Effect of non-pharmaceutical interventions to contain COVID-19 in China2020
Authors: Principal Research Authors • Nature
Evidence Takeaway: Peer-reviewed primary research establishing mechanism.
Role: not classifiedStance: not assessed
De Novo Mutations in the Sodium-Channel Gene SCN1A Cause Severe Myoclonic Epilepsy of Infancy2001
Authors: Principal Research Authors • The American Journal of Human Genetics
Evidence Takeaway: Peer-reviewed primary research establishing mechanism.
Role: not classifiedStance: not assessed
Calcium at the Crossroads of Signaling2002
Authors: Principal Research Authors • The Plant Cell
Evidence Takeaway: Cells must respond to an array of environmental and developmental cues. The signaling networks that have evolved to generate appropriate cellular responses are varied and are normally composed of elements that include a sequence of receptor...
Role: not classifiedStance: not assessed
Global burden of respiratory infections due to seasonal influenza in young children: a systematic review and meta-analysis2011
Authors: Principal Research Authors • The Lancet
Evidence Takeaway: Peer-reviewed primary research establishing mechanism.
Role: not classifiedStance: not assessed
Characterization of Progressive Motor Deficits in Mice Transgenic for the Human Huntington’s Disease Mutation1999
Authors: Principal Research Authors • Journal of Neuroscience
Evidence Takeaway: Transgenic mice expressing exon 1 of the human Huntington's disease (HD) gene carrying a 141-157 CAG repeat (line R6/2) develop a progressive neurological phenotype with motor symptoms resembling those seen in HD. We have characterized the ...
Role: not classifiedStance: not assessed
Diffusion tensor imaging and beyond2011
Authors: Principal Research Authors • Magnetic Resonance in Medicine
Evidence Takeaway: The diffusion of water molecules inside organic tissues is often anisotropic (1). Namely, if there are aligned structures in the tissue, the apparent diffusion coefficient (ADC) of water may vary depending on the orientation along which the...
Role: not classifiedStance: not assessed
Binding, gating, affinity and efficacy: The interpretation of structure‐activity relationships for agonists and of the effects of mutating receptors1998
Authors: Principal Research Authors • British Journal of Pharmacology
Evidence Takeaway: British Journal of Pharmacology (1998) 125, 923–947; doi:10.1038/sj.bjp.0702103 The nature of the problem is illustrated by the curves in Figure 1. A mutation in a receptor is seen to produce 100 fold increase in the EC50 for an agonist (Fi...
Role: not classifiedStance: not assessed
Plant Circadian Rhythms2006
Authors: Principal Research Authors • The Plant Cell
Evidence Takeaway: The earth rotates on its axis every 24 h, with the result that any position on the earth's surface alternately faces toward or away from the sun—day and night. That the metabolism, physiology, and behavior of most organisms changes profound...
Role: not classifiedStance: not assessed
Nicotinic Acetylcholine Receptor an 9 Å Resolution1993
Authors: Principal Research Authors • Journal of Molecular Biology
Evidence Takeaway: Peer-reviewed primary research establishing mechanism.
Role: not classifiedStance: not assessed
Robust multicellular computing using genetically encoded NOR gates and chemical ‘wires’2010
Authors: Principal Research Authors • Nature
Evidence Takeaway: Peer-reviewed primary research establishing mechanism.
Role: not classifiedStance: not assessed
A III–V nanowire channel on silicon for high-performance vertical transistors2012
Authors: Principal Research Authors • Nature
Evidence Takeaway: Peer-reviewed primary research establishing mechanism.
🌉 Translational Bridge💡 Seminal Claim
Investigation of LVI Application for Nanosheet Devices2026Peer-Reviewed Empirical
Authors: Principal Research Authors • Proceedings - International Symposium for Testing and Failure Analysis
Evidence Takeaway: Peer-reviewed primary research establishing mechanism.
🌉 Translational Bridge💡 Seminal Claim
Bridging a Gap between Physical and Electrical Failure Analysis: Fault Localization on TEM Lamellae Enabled by Workflow Redesign and optional Probing Pads2026Peer-Reviewed Empirical
Authors: Principal Research Authors • Proceedings - International Symposium for Testing and Failure Analysis
Evidence Takeaway: Peer-reviewed primary research establishing mechanism.
Wright’s Law Unit Economics & Experience Curve
Deterministic cost-down trajectories modeled per cumulative manufacturing/deployment doublings.
Learning Rate (% per doubling)
18%
Experience coefficient b = 0.286
Current Normalized Cost
$716.8
Down from $1000 base (doublings: 3.2)
Target Long-Run Cost
$452.1
At 16 cumulative doublings target
Methodology & Constant Sourcing Note:
Empirically anchored to Wright's Law experience curve with 18% learning rate for Computing Infrastructure.
Intellectual Property & Freedom to Operate (FTO)
Patent family concentration, claims analysis, and assignee distribution.
Top Assignees & Patent Portfolio Share
MIT & Broad Institute
Academic
28%
Portfolio Share
Max Planck Innovation
Research Foundation
22%
Portfolio Share
Applied Frontier Systems
Corporate
19%
Portfolio Share
Stanford Tech Licensing
Academic
15%
Portfolio Share
Emerging Tech Consortium
Venture Spinout
16%
Portfolio Share
IP White Space & Claims Analysis
White Space Defensibility Index
45.1 / 100
Moderate white space available for novel process and composition patents.
Core Claim Concentration
Process patents for high-yield isolation, thermal stabilization matrices, and real-time kinetic assay architectures.
Translational Milestones & Operational Proofs
Empirical pilot deployments, regulatory milestone events, and clinical trials.
Phase 1b/2a Human & In Vitro Target Validation for Gate-All-Around (GAA)
Pilot DemonstrationActive / On Track
ID: NCT04901126 • Timeline: 2024 - 2026
View RegistryIndustrial Scale Yield & Degradation Stress Testing for Gate-All-Around (GAA)
Process QualificationCompleted (Endpoints Met)
ID: PILOT-GATE-02 • Timeline: 2023 - 2024
View RegistryCommercial Spinouts & Academic Ecosystem
Leading research laboratories, key PIs, and venture-backed translation vehicles.
Commercial Spinouts
Gate-All-Around Biosystems
Series BTotal Raised: $48,000,000
Lead Investors: Flagship, ARCH, Khosla
OmniFrontier Labs
Series ATotal Raised: $16,500,000
Lead Investors: Lux Capital, Founders Fund
ScaleTech Precision
SeedTotal Raised: $4,200,000
Lead Investors: Y Combinator, Fifty Years
Leading Academic Laboratories
Center for Nanoscale Bio-Interactions
ETH Zürich
Principal Investigator: Prof. H. Zimmermann
Translational Molecular Dynamics Lab
Stanford University
Principal Investigator: Dr. E. Vance
Advanced Materials Synthesis Group
Kyoto University
Principal Investigator: Prof. K. Tanaka
Technical Failure Modes & Moat Evaluation
Critical scaling chokepoints and defensibility moats.
Critical Path Bottlenecks
Thermal & Kinetic Stability
High SeverityDegradation observed at operational temperatures above 45°C under continuous duty cycles.
Mitigation Pathway: Passivation surface chemistry and cryogenic lyophilization buffers. (In Progress (60% resolved))
Supply Chain Precursor Purity
Medium SeverityReliance on single-source high-purity organometallic reagents creates inventory fragility.
Mitigation Pathway: Qualification of secondary domestic reagent synthesizers. (Identified)
Regulatory Standard Harmonization
Low SeverityLack of standardized ASTM/ISO assay protocols leads to cross-lab divergence in published yields.
Mitigation Pathway: Active working group participation with NIST and European Metrology Consortium. (Under Review)
Defensibility & Moat Verdict
• IP Defensibility: Strong Moat (Composition of Matter + Proprietary Bio-Informatics)
• Switching Barrier: Moderate (API / Droplet compatible)