-
Notifications
You must be signed in to change notification settings - Fork 0
Expand file tree
/
Copy pathCITATION.cff
More file actions
36 lines (36 loc) · 1.26 KB
/
Copy pathCITATION.cff
File metadata and controls
36 lines (36 loc) · 1.26 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
cff-version: 1.2.0
message: "If you use this software, please cite it as below."
type: software
title: "trade-study: Multi-Objective Trade-Study Orchestration"
authors:
- family-names: "Macdonald"
given-names: "Joshua C."
email: "jmacdo16@jh.edu"
orcid: "https://orcid.org/0000-0002-3643-6266"
affiliation: "Johns Hopkins University"
repository-code: "https://github.com/jcm-sci/trade-study"
url: "https://github.com/jcm-sci/trade-study"
abstract: >
Multi-objective trade-study orchestration: define factors, build parameter
grids, run hierarchical study phases, and extract Pareto fronts. Provides a
protocol-driven workflow composing experimental design (full factorial,
LHS, Sobol, Halton, Morris/Sobol screening), parallel and adaptive
execution (grid, NSGA-II, successive halving, Hyperband), Pareto analysis,
Bayesian and score-based stacking, and regime-conditional surrogate
modeling.
keywords:
- trade-study
- model-selection
- scoring-rules
- pareto-optimization
- bayesian-stacking
- design-of-experiments
- sensitivity-analysis
- multi-objective-optimization
license: MIT
version: "0.3.0"
date-released: "2026-10-02"
identifiers:
- type: doi
value: "10.5281/zenodo.19599838"
description: "Zenodo archive (all versions)"