diff --git a/.zenodo.json b/.zenodo.json
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+{
+  "title": "batch-probe: GPU memory probing and thermal-aware CPU thread control",
+  "upload_type": "software",
+  "description": "Probes the largest OOM-safe GPU batch size (binary search with OOM recovery) and runs a Kalman-filtered, thermal-aware controller for CPU thread / GPU load to keep a node within its thermal envelope. Works with PyTorch, CuPy, JAX, or any GPU framework.",
+  "creators": [
+    {"name": "Bond, Andrew H.", "affiliation": "San Jose State University", "orcid": "0009-0003-2599-6158"}
+  ],
+  "license": {"id": "MIT"},
+  "keywords": ["pytorch", "cupy", "jax", "gpu", "memory", "batch-size", "oom", "cuda", "thermal", "threads"]
+}
diff --git a/CITATION.cff b/CITATION.cff
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+cff-version: 1.2.0
+message: "If you use batch-probe in your research, please cite it as below."
+title: "batch-probe: GPU memory probing and thermal-aware CPU thread control"
+type: software
+authors:
+  - family-names: Bond
+    given-names: Andrew H.
+    email: andrew.bond@sjsu.edu
+    affiliation: San Jose State University
+    orcid: "https://orcid.org/0009-0003-2599-6158"
+version: "0.5.0"
+date-released: "2026-06-30"
+license: MIT
+url: "https://github.com/ahb-sjsu/batch-probe"
+repository-code: "https://github.com/ahb-sjsu/batch-probe"
+keywords:
+  - pytorch
+  - cupy
+  - jax
+  - gpu
+  - memory
+  - batch-size
+  - oom
+  - cuda
+  - thermal
+  - threads