-
Notifications
You must be signed in to change notification settings - Fork 0
Expand file tree
/
Copy pathCITATION.cff
More file actions
163 lines (163 loc) · 4.8 KB
/
CITATION.cff
File metadata and controls
163 lines (163 loc) · 4.8 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
# CITATION.cff — Citation metadata for academic / professional reference
# https://citation-file-format.github.io/
cff-version: 1.2.0
message: >-
If you use GeoSync in academic research, industry reports, or derivative
work, please cite it using the metadata below.
title: "GeoSync: Geometric Market Intelligence Platform"
abstract: >-
GeoSync is a production-grade quantitative research infrastructure that
applies differential geometry, synchronization theory, and non-equilibrium
thermodynamics to financial market analysis. The platform implements
Kuramoto phase synchronization, Ollivier-Ricci curvature flow, fractal
dynamics, and free-energy-minimizing neuro-symbolic control, exposed
through a deterministic event-driven backtester, a governance-aligned
execution fabric, and a comprehensive observability stack.
type: software
authors:
- family-names: Vasylenko
given-names: Yaroslav
affiliation: "neuron7xLab (independent researcher)"
# orcid: "https://orcid.org/XXXX-XXXX-XXXX-XXXX" # add after registration
repository-code: "https://github.com/neuron7xLab/GeoSync"
url: "https://github.com/neuron7xLab/GeoSync"
license: MIT
version: 1.1.0
date-released: "2026-04-06"
keywords:
- quantitative-finance
- algorithmic-trading
- kuramoto-synchronization
- ricci-curvature
- differential-geometry
- fractal-analysis
- market-microstructure
- signal-processing
- machine-learning
- python
- fastapi
- nextjs
- real-time-analytics
- neuromodulatory-risk-management
- free-energy-principle
- active-inference
- cryptobiosis
- metastability
- phase-transition
preferred-citation:
type: software
title: "GeoSync: Geometric Market Intelligence Platform"
authors:
- family-names: Vasylenko
given-names: Yaroslav
year: 2026
version: "1.1.0"
url: "https://github.com/neuron7xLab/GeoSync"
license: MIT
references:
- type: article
title: "From Kuramoto to Crawford: exploring the onset of synchronization in populations of coupled oscillators"
authors:
- family-names: Strogatz
given-names: Steven H.
journal: "Physica D: Nonlinear Phenomena"
volume: 143
issue: 1-4
year: 2000
doi: 10.1016/S0167-2789(00)00094-4
- type: article
title: "Ricci curvature of the internet topology"
authors:
- family-names: Ni
given-names: Chien-Chun
- family-names: Lin
given-names: Yu-Yao
- family-names: Gao
given-names: Jie
- family-names: Gu
given-names: Xianfeng David
- family-names: Saucan
given-names: Emil
year: 2015
doi: 10.1109/INFOCOM.2015.7218668
- type: article
title: "A mathematical theory of communication"
authors:
- family-names: Shannon
given-names: Claude E.
journal: "Bell System Technical Journal"
volume: 27
issue: 3
year: 1948
doi: 10.1002/j.1538-7305.1948.tb01338.x
- type: article
title: "The free-energy principle: a unified brain theory?"
authors:
- family-names: Friston
given-names: Karl
journal: "Nature Reviews Neuroscience"
volume: 11
issue: 2
year: 2010
doi: 10.1038/nrn2787
- type: article
title: "Neuronal avalanches in neocortical circuits"
authors:
- family-names: Beggs
given-names: John M.
- family-names: Plenz
given-names: Dietmar
journal: "Journal of Neuroscience"
volume: 23
issue: 35
year: 2003
doi: 10.1523/JNEUROSCI.23-35-11167.2003
- type: article
title: "A neural substrate of prediction and reward"
authors:
- family-names: Schultz
given-names: Wolfram
- family-names: Dayan
given-names: Peter
- family-names: Montague
given-names: P. Read
journal: "Science"
volume: 275
issue: 5306
year: 1997
doi: 10.1126/science.275.5306.1593
- type: article
title: "A practical method for calculating largest Lyapunov exponents from small data sets"
authors:
- family-names: Rosenstein
given-names: Michael T.
- family-names: Collins
given-names: James J.
- family-names: De Luca
given-names: Carlo J.
journal: "Physica D: Nonlinear Phenomena"
volume: 65
issue: 1-2
year: 1993
doi: 10.1016/0167-2789(93)90009-P
- type: article
title: "Ricci curvature of Markov chains on metric spaces"
authors:
- family-names: Ollivier
given-names: Yann
journal: "Journal of Functional Analysis"
volume: 256
issue: 3
year: 2009
doi: 10.1016/j.jfa.2008.11.001
- type: article
title: "Optimal gambling systems for favorable games"
authors:
- family-names: Kelly
given-names: John L.
suffix: Jr.
journal: "Bell System Technical Journal"
volume: 35
issue: 4
year: 1956
doi: 10.1002/j.1538-7305.1956.tb03809.x