Software Open Access
Lopes-Júnior, Ênio;
Reinecke, Sebastian Felix
{
"updated": "2026-03-27T13:08:50.787146+00:00",
"owners": [
1035
],
"revision": 5,
"metadata": {
"resource_type": {
"title": "Software",
"type": "software"
},
"description": "<p>NeuralMPCX is a Python library for building and deploying Model Predictive Controllers with classic and neural dynamical models. You write constrained MPC with RNN/LSTM models in a CasADi/IPOPT workflow. The library handles CasADi RNN integration, warm-starting, constraint management, real-time feasibility, and both LTI state-space and neural dynamics in one framework. You can run neural and classical MPC controllers side by side.</p>",
"publication_date": "2026-03-20",
"access_right_category": "success",
"communities": [
{
"id": "rodare"
}
],
"title": "NeuralMPCX: A Model Predictive Control library that supports classic MPC and neural MPC with CasADi",
"license": {
"id": "Apache-2.0"
},
"access_right": "open",
"doi": "10.14278/rodare.4568",
"related_identifiers": [
{
"scheme": "url",
"identifier": "https://github.com/hzdr/neural-mpcx/tree/v1.0.0",
"relation": "isSupplementTo"
},
{
"scheme": "url",
"identifier": "https://www.hzdr.de/publications/Publ-43156",
"relation": "isIdenticalTo"
},
{
"scheme": "doi",
"identifier": "10.14278/rodare.4567",
"relation": "isVersionOf"
}
],
"pub_id": "43156",
"creators": [
{
"orcid": "0000-0002-7604-3205",
"affiliation": "Helmholtz-Zentrum Dresden-Rossendorf (HZDR)",
"name": "Lopes-J\u00fanior, \u00canio"
},
{
"orcid": "0000-0003-2705-0692",
"affiliation": "Helmholtz-Zentrum Dresden-Rossendorf (HZDR)",
"name": "Reinecke, Sebastian Felix"
}
],
"relations": {
"version": [
{
"parent": {
"pid_value": "4567",
"pid_type": "recid"
},
"last_child": {
"pid_value": "4568",
"pid_type": "recid"
},
"count": 1,
"index": 0,
"is_last": true
}
]
},
"version": "v1.0.0"
},
"created": "2026-03-20T18:12:31.860676+00:00",
"files": [
{
"links": {
"self": "https://rodare.hzdr.de/api/files/d6967556-1c3d-4ca7-b4cc-5de3641111c3/hzdr/neural-mpcx-v1.0.0.zip"
},
"type": "zip",
"key": "hzdr/neural-mpcx-v1.0.0.zip",
"size": 385184,
"checksum": "md5:29bf769048de787401b272ba7ae61011",
"bucket": "d6967556-1c3d-4ca7-b4cc-5de3641111c3"
}
],
"doi": "10.14278/rodare.4568",
"conceptdoi": "10.14278/rodare.4567",
"stats": {
"volume": 385184.0,
"unique_downloads": 1.0,
"version_unique_downloads": 1.0,
"unique_views": 26.0,
"downloads": 1.0,
"version_unique_views": 26.0,
"version_views": 35.0,
"version_downloads": 1.0,
"version_volume": 385184.0,
"views": 35.0
},
"id": 4568,
"links": {
"badge": "https://rodare.hzdr.de/badge/doi/10.14278/rodare.4568.svg",
"doi": "https://doi.org/10.14278/rodare.4568",
"conceptbadge": "https://rodare.hzdr.de/badge/doi/10.14278/rodare.4567.svg",
"conceptdoi": "https://doi.org/10.14278/rodare.4567",
"bucket": "https://rodare.hzdr.de/api/files/d6967556-1c3d-4ca7-b4cc-5de3641111c3",
"html": "https://rodare.hzdr.de/record/4568",
"latest": "https://rodare.hzdr.de/api/records/4568",
"latest_html": "https://rodare.hzdr.de/record/4568"
},
"conceptrecid": "4567"
}
| All versions | This version | |
|---|---|---|
| Views | 35 | 35 |
| Downloads | 1 | 1 |
| Data volume | 385.2 kB | 385.2 kB |
| Unique views | 26 | 26 |
| Unique downloads | 1 | 1 |