Graphite oxide (GO), formerly called graphitic oxide or graphitic acid, is a compound of carbon, oxygen, and hydrogen in variable ratios, obtained by treating graphite with strong oxidizers and acids for resolving of extra metals. The maximally oxidized bulk product is a yellow solid with C:O ratio between 2.1 and 2.9, that retains the layer structure of…
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Graphite oxide topic overview
The analysis highlights Characters, History, Applications and Products as prominent areas in the source structure around Graphite oxide.
Related topics
119
Source areas
7
Connected nodes
126
Extracted relationships
77
Concept neighborhoods
22
Bridge connections
126
What this topic covers Research coverage
Source areas are shown by the number of related topics found in each part of the analysis. Use smaller areas too: they can reveal specialized angles and content gaps.
Applications · 62 topics
Structure · 18 topics
History and preparation · 13 topics
Overview · 11 topics
Characterization · 7 topics
Toxicity · 5 topics
Relation to water · 3 topics
Smaller areas are not necessarily less important. They contain fewer connections in this analysis and can be useful for finding specialized angles or coverage gaps.
Key facts & relationships
High-confidence facts extracted from structured source data. Use them as anchors for further research.
Explore all related topics Closing gaps
A structured outline of related entities, concepts and subtopics. Open any item to build a new map centered on it.
Browse the complete topic structure, not only the most central items. Less prominent entities and concepts can reveal missing angles, specialized context and useful research gaps. Each item opens a new analysis centered on that subject.
Deeper signals for content research, entity SEO and topical coverage. The plain-language headings explain what each technical view is useful for.
How Graphite oxide connects Entity context
Entity context groups extracted connections by relationship type. Counts show recurrence in the analyzed source; the examples are research signals, not claims about importance.
The extracted context around Graphite oxide shows recurring relationship patterns in the source. For example, Graphite oxide → Andre Geim, Boehm, Chemical, Due, Graphite, Hanns-Peter Boehm, However, In, Inspection, It, Nobel Prize, Partial, Raman, Recently, Reduction, S/cm, The, These, Thus, Vs Another extracted example is Graphite oxide → Benjamin, Brodie, For, GO, Graphite, H2SO4, He, HNO3, Hummers, In, KClO3, KMnO4, Largest, NaNO3, Offeman, Oxford, The. Use these groups to spot repeated connection types before inspecting the individual relationships.
Graphite oxide
Top relations
related to Graphene manufacture· 20
Graphite oxide → Andre Geim, Boehm, Chemical, Due, Graphite, Hanns-Peter Boehm, However, In, Inspection, It, Nobel Prize, Partial, Raman, Recently, Reduction, S/cm, The, These, Thus, Vs
related to history· 17
Graphite oxide → Benjamin, Brodie, For, GO, Graphite, H2SO4, He, HNO3, Hummers, In, KClO3, KMnO4, Largest, NaNO3, Offeman, Oxford, The
Relationships are represented as Subject → Predicate → Object triples. Confidence describes extraction strength, not the real-world importance of a relationship; lower-confidence rows may be contextual rather than explicit.
TTTA extracted 77 structured relationships around Graphite oxide. Examples in this analysis include functional groups → instance of → C with defects and KCl → instance of → Graphite oxide can be used as a cation exchange membrane for materials. The table shows each extracted connection, where it came from and its confidence.
Subject
Predicate
Object
Confidence
Src
functional groups
instance of
C with defects
0.80
text
pentagons
instance of
C with defects
0.80
text
KCl
instance of
Graphite oxide can be used as a cation exchange membrane for materials
0.80
text
HCl
instance of
Graphite oxide can be used as a cation exchange membrane for materials
0.80
text
CaCl2
instance of
Graphite oxide can be used as a cation exchange membrane for materials
0.80
text
MgCl2
instance of
Graphite oxide can be used as a cation exchange membrane for materials
0.80
text
BaCl2 solutions
instance of
Graphite oxide can be used as a cation exchange membrane for materials
0.80
text
peptide
instance of
Coupling of graphene oxide with biomolecules
0.80
text
proteins
instance of
Coupling of graphene oxide with biomolecules
0.80
text
enzymes enhances its biomedical applications
instance of
Coupling of graphene oxide with biomolecules
0.80
text
communications
instance of
continued miniaturization of the conventional optical lenses has always been requested for various applications
0.80
text
sensors
instance of
continued miniaturization of the conventional optical lenses has always been requested for various applications
0.80
text
No triples extracted yet.
Related concept clusters Concept neighborhoods
Concept neighborhoods group terms that sit near one another in the extracted graph. They are useful for discovering adjacent language and context, but proximity does not by itself imply a factual relationship.
The concept neighborhoods around Graphite oxide bring nearby vocabulary together. In this analysis, examples include Oxide, Water and Oxides. Use the clusters to find adjacent concepts and terminology that may deserve separate research.
Graphite oxide
Oxide
Water
Oxides
Brodie
Liquid
Hummers
Structure
Method
Reduced
Temperature
Applications
Properties
graphite oxide
Graphene
Oxide
Water
Oxides
Brodie
Liquid
Hummers
Structure
Method
Reduced
Properties
Temperature
graphite
Oxide
Water
Oxides
Brodie
Liquid
Hummers
Structure
Method
Temperature
Properties
Graphene
Monolayer
graphene
Oxide
Reduced
Applications
Properties
Used
Also
Sheets
Graphite
Recently
Surface
Reduction
Water
ribbons of graphene
Oxide
Reduced
Applications
Properties
Used
Also
Sheets
Graphite
Recently
Surface
Reduction
Water
graphene oxide paper
Graphene
Oxide
Reduced
Water
Applications
Properties
Used
Also
Sheets
Graphite
Recently
Surface
relation to water
Graphite
Liquid
Oxides
Oxide
Hydrogen
Graphene
Used
Membranes
Layer
Material
Process
Temperature
biomedical materials
Optical
Used
Lens
Also
Membranes
Process
Strong
Surface
Oxide
Due
Nm
Water
Connections between topic areas Semantic bridges
Semantic bridges connect parts of the graph that would otherwise be more separate. A bridge is a structural signal in this analysis, not a claim that the two topic areas are equivalent.
For Graphite oxide, one of the stronger structural bridges in this analysis connects Graphite oxide with Applications. Bridges highlight paths between different parts of the map and can reveal research angles that are easy to miss in a flat list.
Number of nodes, edges, triples, density and central hubs. Use it to gauge the size and connectivity of the map.
Graphite oxide
Nodes127
Edges126
Triples77
Avg. degree1.98
Density0.015748
Components1
Source & methodology
TTTA analyzes the structure around Graphite oxide to surface related topics, entities, relationships, concept neighborhoods and bridge connections. Use the map to explore areas such as Characters, History, Applications & Products, including less central topics that may reveal useful research gaps. Automatically extracted connections are research leads rather than rewritten encyclopedia content.
