grm-tcm/CITATION.cff at main · peersky/grm-tcm · GitHub

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
cff-version: 1.2.0
title: "GRM-TCM Synthetic Benchmark"
message: "If you use this software or its synthetic dataset in research, please cite it as below."
type: software
authors:
  - given-names: Tadej
    family-names: Fius
    email: tadej.fius@gmail.com
  - given-names: Tims
    family-names: Pecerskis
repository-code: "https://github.com/tfius/grm-tcm"
license: Apache-2.0
license-url: "https://www.apache.org/licenses/LICENSE-2.0"
keywords:
  - synthetic benchmark
  - spectral graph methods
  - latent state recovery
  - calibration
  - ontology mismatch detection
  - regime-switching state space
  - longitudinal physiology
abstract: >-
  A research prototype that adapts the Geometric Resonance Model (GRM) — a
  resolvent-style spectral graph method originally formulated for price action —
  to longitudinal physiological data. The repository ships a regime-switching
  synthetic generator with controlled ontology mismatch, plus diagnostic and
  evaluation harnesses that test latent-state recovery, attractor fingerprinting,
  and observation-aliased regime separation under subject-grouped cross-validation
  with cluster-bootstrap confidence intervals. Outputs are framed as synthetic
  benchmark diagnostics, not clinical or biological claims.
references:
  - type: software
    title: "Geometric Resonance Model (GRM) for Price Action"
    authors:
      - given-names: Tadej
        family-names: Fius
      - given-names: Tims
        family-names: Pecerskis
    repository-code: "https://github.com/tfius/grm-modeling-markets"
    notes: "Mathematical baseline this repository adapts."
  - type: article
    title: "Geometric constraints on human brain function"
    authors:
      - given-names: James
        name-particle: "C."
        family-names: Pang
      - given-names: Kevin
        name-particle: "M."
        family-names: Aquino
      - given-names: Marianne
        family-names: Oldehinkel
      - given-names: Peter
        name-particle: "A."
        family-names: Robinson
      - given-names: Ben
        name-particle: "D."
        family-names: Fulcher
      - given-names: Michael
        family-names: Breakspear
      - given-names: Alex
        family-names: Fornito
    journal: "Nature"
    volume: 618
    issue: 7965
    start: 566
    end: 574
    year: 2023
    month: 5
    doi: "10.1038/s41586-023-06098-1"
    url: "https://www.nature.com/articles/s41586-023-06098-1"
    notes: >-
      Closest published analogue: Laplace–Beltrami eigenmodes of brain geometry
      explain cortical dynamics better than connectivity graphs. Intellectual
      context for the spectral / resonance-mode choice in this repository's
      GRM-TCM port (synthetic substrate, not a biological claim).