{"as_of":"2026-08-14T02:56:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:385f9299d6cc1560c7fe77cc90578a045424b5b4d114ff4bfc56fe6ae925fa2e","coverage":[{"denominator":44,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":44,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-06T18:06:18.450253Z","state":"measured"},{"denominator":44,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":44,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-13T06:32:02.005865+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2507.09356/citation-record","integrity":"/paper/2507.09356/integrity","json":"/paper/2507.09356/citation-record.json","paper":"/paper/2507.09356"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1016/j.ijheatmasstransfer.2014.03.037","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"Rough surfaces with enhanced heat transfer for electronics cool- ing by direct metal laser sintering","venue":"International Journal of Heat and Mass Transfer","work_id":"bfdc0540-cf12-49e8-8a92-e5cc339c2cc8","year":2014},"citing_paper":{"arxiv_id":"2507.09356","last_updated":"2025-07-12T17:20:26Z","snapshot_observed_at":"2026-08-06T17:55:34.401079Z","submitted_at":"2025-07-12T17:20:26Z","title":"Physics-Informed Neural Networks for Estimating Convective Heat Transfer in Jet Impingement Cooling: A Comparison with Conjugate Heat Transfer Simulations","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-06T18:06:14.177316Z"},"links":{"citing_paper":"/paper/2507.09356"},"observation_digest":"sha256:b74c03cbae5c56e2ecf273ab2c00f0590297fb8f62d1b5db49f6e6f9e6dc4456","observation_id":"f54f5f0d-bd25-4c39-bc5c-7ba91b77ea94","resolution":{"observed_at":"2026-08-06T18:06:22.490611Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2006.87980","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:06:23.499348Z","title":"Mahajan, Chia-pin Chiu, and G","venue":null,"work_id":"d1553b07-ed1f-439f-ae69-2c4e3a9fd1fa","year":2006},"citing_paper":{"arxiv_id":"2507.09356","last_updated":"2025-07-12T17:20:26Z","snapshot_observed_at":"2026-08-06T17:55:34.401079Z","submitted_at":"2025-07-12T17:20:26Z","title":"Physics-Informed Neural Networks for Estimating Convective Heat Transfer in Jet Impingement Cooling: A Comparison with Conjugate Heat Transfer Simulations","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-06T18:06:14.246516Z"},"links":{"citing_paper":"/paper/2507.09356"},"observation_digest":"sha256:1ed98faed4cce0f766f00012a89365d210a8ebec9bcb8e8e04e054b6fe2427db","observation_id":"d1ae787d-e7a1-4324-8a82-4b54b444e980","resolution":{"observed_at":"2026-08-06T18:06:23.568534Z","resolver_source":"raw_fallback","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1115/1.4045730","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"High Performance Loop Heat Pipe With Flat Evaporator for Energy-Saving Cool- ing Systems of Supercomputers","venue":"Journal of Heat Transfer","work_id":"1347bd1e-4ddf-4ab1-8b05-7eb4e0ebe35f","year":2020},"citing_paper":{"arxiv_id":"2507.09356","last_updated":"2025-07-12T17:20:26Z","snapshot_observed_at":"2026-08-06T17:55:34.401079Z","submitted_at":"2025-07-12T17:20:26Z","title":"Physics-Informed Neural Networks for Estimating Convective Heat Transfer in Jet Impingement Cooling: A Comparison with Conjugate Heat Transfer Simulations","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-06T18:06:14.343681Z"},"links":{"citing_paper":"/paper/2507.09356"},"observation_digest":"sha256:5b693ac369cc6eadd0867c9aa93e82a2ca5eb4ebe2b7fd59271f814ead7aaaa7","observation_id":"4348aea1-46b2-41d7-a79f-a15391e810e1","resolution":{"observed_at":"2026-08-06T18:06:22.250192Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1155/s1023621x04000442","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"Recent Studies in Turbine Blade Cooling","venue":"International Journal of Rotating Machinery","work_id":"749fb61a-0cb7-4c1d-9f8d-7f3b0f5aa6a7","year":2004},"citing_paper":{"arxiv_id":"2507.09356","last_updated":"2025-07-12T17:20:26Z","snapshot_observed_at":"2026-08-06T17:55:34.401079Z","submitted_at":"2025-07-12T17:20:26Z","title":"Physics-Informed Neural Networks for Estimating Convective Heat Transfer in Jet Impingement Cooling: A Comparison with Conjugate Heat Transfer Simulations","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-06T18:06:14.436670Z"},"links":{"citing_paper":"/paper/2507.09356"},"observation_digest":"sha256:631b2d4800e09acb5d99b1b1e3f42c91b7cad33bba40bfe04b3a7518d2f31c9c","observation_id":"2d44ea08-f466-4512-9cfd-27dea7402f95","resolution":{"observed_at":"2026-08-06T18:06:21.998799Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:06:26.085115Z","title":"Silk, Eric L","venue":null,"work_id":"4b5cb215-81fa-4c1c-8ba4-b030f16d1520","year":2008},"citing_paper":{"arxiv_id":"2507.09356","last_updated":"2025-07-12T17:20:26Z","snapshot_observed_at":"2026-08-06T17:55:34.401079Z","submitted_at":"2025-07-12T17:20:26Z","title":"Physics-Informed Neural Networks for Estimating Convective Heat Transfer in Jet Impingement Cooling: A Comparison with Conjugate Heat Transfer Simulations","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-06T18:06:14.518609Z"},"links":{"citing_paper":"/paper/2507.09356"},"observation_digest":"sha256:bf4642c738d1f8240306207e9bbf1d673571bd0e22152647becf9db7e2b33152","observation_id":"d4e52f72-a2ea-4af6-bcc4-47280cf33632","resolution":{"observed_at":"2026-08-06T18:06:26.224004Z","resolver_source":"raw_fallback","status":"malformed_identifier"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:06:14.599888Z","title":"A comprehensive review of advances in physics-informed neural networks and their applications in complex fluid dynamics","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.09356","last_updated":"2025-07-12T17:20:26Z","snapshot_observed_at":"2026-08-06T17:55:34.401079Z","submitted_at":"2025-07-12T17:20:26Z","title":"Physics-Informed Neural Networks for Estimating Convective Heat Transfer in Jet Impingement Cooling: A Comparison with Conjugate Heat Transfer Simulations","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-06T18:06:14.599888Z"},"links":{"citing_paper":"/paper/2507.09356"},"observation_digest":"sha256:7336db1f3be19914694a95ab85396ec1b059ba22108e51a08c7a710faebe49e3","observation_id":"6dd03bf8-86e7-48b1-b544-b2ca952ba644","resolution":{"observed_at":"2026-08-06T18:06:14.599888Z","resolver_source":null,"status":"malformed_identifier"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1007/s11661-005-0151-y","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"Sengupta, B","venue":"Metallurgical and Materials Transactions A","work_id":"62d38090-0e11-48a1-b3cb-112a7cfc591e","year":2005},"citing_paper":{"arxiv_id":"2507.09356","last_updated":"2025-07-12T17:20:26Z","snapshot_observed_at":"2026-08-06T17:55:34.401079Z","submitted_at":"2025-07-12T17:20:26Z","title":"Physics-Informed Neural Networks for Estimating Convective Heat Transfer in Jet Impingement Cooling: A Comparison with Conjugate Heat Transfer Simulations","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-06T18:06:14.707475Z"},"links":{"citing_paper":"/paper/2507.09356"},"observation_digest":"sha256:e4904ddecd201fbf466c7956e627c2212bfd93113b4a25c2b9361ca33922c891","observation_id":"88c5bb8e-8069-4d00-9c6d-51cb0a5368da","resolution":{"observed_at":"2026-08-06T18:06:21.797924Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1016/s1290-0729(00)01216-3","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"General principles of controlled water cooling for metallurgical on-line hot rolling processes: forced flow and sprayed surfaces with film boiling regime and rewetting phenomena","venue":"International Journal of Thermal Sciences","work_id":"77683649-dfa4-4f4b-bb9d-fb30b914b6df","year":2001},"citing_paper":{"arxiv_id":"2507.09356","last_updated":"2025-07-12T17:20:26Z","snapshot_observed_at":"2026-08-06T17:55:34.401079Z","submitted_at":"2025-07-12T17:20:26Z","title":"Physics-Informed Neural Networks for Estimating Convective Heat Transfer in Jet Impingement Cooling: A Comparison with Conjugate Heat Transfer Simulations","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-06T18:06:14.837142Z"},"links":{"citing_paper":"/paper/2507.09356"},"observation_digest":"sha256:368b022db948d1eb1d3b488b0b9722b71f1ebdec36469c920937d6c8c1df0376","observation_id":"48e948f2-39fc-40ec-9359-b6f2cbc4ab18","resolution":{"observed_at":"2026-08-06T18:06:21.530483Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1016/j.jmapro","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:06:21.260712Z","title":"Mazzaferro, Filippo Montevecchi, and Gianni Campatelli","venue":null,"work_id":"aaaf447b-cd8d-4e80-91fc-c7cfa4e4c319","year":2020},"citing_paper":{"arxiv_id":"2507.09356","last_updated":"2025-07-12T17:20:26Z","snapshot_observed_at":"2026-08-06T17:55:34.401079Z","submitted_at":"2025-07-12T17:20:26Z","title":"Physics-Informed Neural Networks for Estimating Convective Heat Transfer in Jet Impingement Cooling: A Comparison with Conjugate Heat Transfer Simulations","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-06T18:06:14.946667Z"},"links":{"citing_paper":"/paper/2507.09356"},"observation_digest":"sha256:fd34717165a532e2aad293e936d3c592246b42f33870aaded90094209d7255d1","observation_id":"01e30097-eec4-4a85-91b4-2b435b900915","resolution":{"observed_at":"2026-08-06T18:06:21.354421Z","resolver_source":"doi_truncated","status":"malformed_identifier"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:06:15.053462Z","title":"Adaptive Control of Data Center Cooling using Deep Reinforcement Learning","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2507.09356","last_updated":"2025-07-12T17:20:26Z","snapshot_observed_at":"2026-08-06T17:55:34.401079Z","submitted_at":"2025-07-12T17:20:26Z","title":"Physics-Informed Neural Networks for Estimating Convective Heat Transfer in Jet Impingement Cooling: A Comparison with Conjugate Heat Transfer Simulations","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-06T18:06:15.053462Z"},"links":{"citing_paper":"/paper/2507.09356"},"observation_digest":"sha256:c8511502a2b47a0d90222750ca3de23223f49ddb8152475bf5a3725322da7343","observation_id":"71d80f15-6bed-4324-8222-29dd8b506366","resolution":{"observed_at":"2026-08-06T18:06:15.053462Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:06:25.841057Z","title":"Zuckerman and N","venue":null,"work_id":"47600e2b-9399-40f6-9057-af4fca76a165","year":2006},"citing_paper":{"arxiv_id":"2507.09356","last_updated":"2025-07-12T17:20:26Z","snapshot_observed_at":"2026-08-06T17:55:34.401079Z","submitted_at":"2025-07-12T17:20:26Z","title":"Physics-Informed Neural Networks for Estimating Convective Heat Transfer in Jet Impingement Cooling: A Comparison with Conjugate Heat Transfer Simulations","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-06T18:06:15.130429Z"},"links":{"citing_paper":"/paper/2507.09356"},"observation_digest":"sha256:2fc990ef42466866bb9e655cb9037ac0c24d3caaeb21fe5c7c9da22e6d343f6d","observation_id":"46d8e8c1-d664-4da1-9151-0b5fad2b5b6e","resolution":{"observed_at":"2026-08-06T18:06:25.974572Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1016/s0065-2717(06)39006-5","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"URL https://linkinghub","venue":"Advances in heat transfer","work_id":"ced85942-041f-476c-9c2f-4e4ecb3b8107","year":null},"citing_paper":{"arxiv_id":"2507.09356","last_updated":"2025-07-12T17:20:26Z","snapshot_observed_at":"2026-08-06T17:55:34.401079Z","submitted_at":"2025-07-12T17:20:26Z","title":"Physics-Informed Neural Networks for Estimating Convective Heat Transfer in Jet Impingement Cooling: A Comparison with Conjugate Heat Transfer Simulations","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-06T18:06:15.236066Z"},"links":{"citing_paper":"/paper/2507.09356"},"observation_digest":"sha256:c35dbedf586122acd787d9c1a105853c7565bc0ce746ba668ef0afee73609c52","observation_id":"b6d67e5b-84db-4213-ae53-b270cce1f2b2","resolution":{"observed_at":"2026-08-06T18:06:21.167649Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1007/s00348-010-0912-2","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T00:03:45.533247Z","title":"Infrared ther- mography for convective heat transfer measurements","venue":"Experiments in Fluids","work_id":"bad001fd-ed8e-440b-8fc3-3c0f406eb2f5","year":2010},"citing_paper":{"arxiv_id":"2507.09356","last_updated":"2025-07-12T17:20:26Z","snapshot_observed_at":"2026-08-06T17:55:34.401079Z","submitted_at":"2025-07-12T17:20:26Z","title":"Physics-Informed Neural Networks for Estimating Convective Heat Transfer in Jet Impingement Cooling: A Comparison with Conjugate Heat Transfer Simulations","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-06T18:06:15.345921Z"},"links":{"citing_paper":"/paper/2507.09356"},"observation_digest":"sha256:df0e0eea477fa46b2964a8133288a395ebc227a73484740e176507dd66d40f3f","observation_id":"14710e22-32f0-4556-80d5-e568383d505b","resolution":{"observed_at":"2026-08-06T18:06:20.925285Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.2514/1.32011","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"Bountin, Boris V","venue":"Journal of Spacecraft and Rockets","work_id":"20ba01a7-3605-4d65-b0d4-f86042200f1f","year":2009},"citing_paper":{"arxiv_id":"2507.09356","last_updated":"2025-07-12T17:20:26Z","snapshot_observed_at":"2026-08-06T17:55:34.401079Z","submitted_at":"2025-07-12T17:20:26Z","title":"Physics-Informed Neural Networks for Estimating Convective Heat Transfer in Jet Impingement Cooling: A Comparison with Conjugate Heat Transfer Simulations","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-06T18:06:15.446631Z"},"links":{"citing_paper":"/paper/2507.09356"},"observation_digest":"sha256:61b14a7bc486dd920b7c8a593affc1a5c938f9b5c5f3170d35d2e5b6b01fbd0f","observation_id":"d78d1cf8-c0b4-491c-a8ca-b80464e6b2a3","resolution":{"observed_at":"2026-08-06T18:06:20.606839Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1016/j.ijheatmasstransfer.2016.09.075","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"An in-depth analysis of conjugate heat transfer process of impingement jet","venue":"International Journal of Heat and Mass Transfer","work_id":"9e78198c-3084-49dc-bb45-4047311f3895","year":2017},"citing_paper":{"arxiv_id":"2507.09356","last_updated":"2025-07-12T17:20:26Z","snapshot_observed_at":"2026-08-06T17:55:34.401079Z","submitted_at":"2025-07-12T17:20:26Z","title":"Physics-Informed Neural Networks for Estimating Convective Heat Transfer in Jet Impingement Cooling: A Comparison with Conjugate Heat Transfer Simulations","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-06T18:06:15.571427Z"},"links":{"citing_paper":"/paper/2507.09356"},"observation_digest":"sha256:7c5197933c0d0872ebf8b6699724edd26ed51cf2ffc2277f77d2a54f30053321","observation_id":"1319dd19-60e8-473e-8fd5-5510bed8ade2","resolution":{"observed_at":"2026-08-06T18:06:20.306195Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1016/j.ijheatmasstransfer.2006.08.022","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"Numerical study of transient con- jugate heat transfer of a turbulent impinging jet","venue":"International Journal of Heat and Mass Transfer","work_id":"1f680679-8773-47ec-bf15-9bf1379dcedd","year":2007},"citing_paper":{"arxiv_id":"2507.09356","last_updated":"2025-07-12T17:20:26Z","snapshot_observed_at":"2026-08-06T17:55:34.401079Z","submitted_at":"2025-07-12T17:20:26Z","title":"Physics-Informed Neural Networks for Estimating Convective Heat Transfer in Jet Impingement Cooling: A Comparison with Conjugate Heat Transfer Simulations","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-06T18:06:15.659750Z"},"links":{"citing_paper":"/paper/2507.09356"},"observation_digest":"sha256:30c22c96e65144c76054f3a988f343541d45d1f5434202af5c7592480dd76b09","observation_id":"8ba7d86a-a16f-40ef-a4d5-6fb87f83935c","resolution":{"observed_at":"2026-08-06T18:06:20.040452Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:06:25.622602Z","title":"Necati ¨Ozi¸ sik and Helcio R","venue":null,"work_id":"c505c494-2ed8-4e4e-a719-e776f5cf93fa","year":null},"citing_paper":{"arxiv_id":"2507.09356","last_updated":"2025-07-12T17:20:26Z","snapshot_observed_at":"2026-08-06T17:55:34.401079Z","submitted_at":"2025-07-12T17:20:26Z","title":"Physics-Informed Neural Networks for Estimating Convective Heat Transfer in Jet Impingement Cooling: A Comparison with Conjugate Heat Transfer Simulations","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-06T18:06:15.748781Z"},"links":{"citing_paper":"/paper/2507.09356"},"observation_digest":"sha256:2ac298aae3018216ec25cd635a447778f954c5c3ec18730cac7b2c9e6c66d990","observation_id":"ca97efdd-1883-4810-8e50-1ecde9679554","resolution":{"observed_at":"2026-08-06T18:06:25.718267Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1016/j.ast.2014.07.015","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"Inverse analysis for transient thermal load identification and application to aerodynamic heating on atmospheric reentry capsule","venue":"Aerospace Science and Technology","work_id":"6e94d02e-c894-4c8a-b243-e57aa84a92c3","year":2014},"citing_paper":{"arxiv_id":"2507.09356","last_updated":"2025-07-12T17:20:26Z","snapshot_observed_at":"2026-08-06T17:55:34.401079Z","submitted_at":"2025-07-12T17:20:26Z","title":"Physics-Informed Neural Networks for Estimating Convective Heat Transfer in Jet Impingement Cooling: A Comparison with Conjugate Heat Transfer Simulations","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-06T18:06:15.995613Z"},"links":{"citing_paper":"/paper/2507.09356"},"observation_digest":"sha256:b180f9298e7011c75b3f1e12feef6b08a5ed37dbc5fed06f8441b5fb58a14bca","observation_id":"6617a2df-501c-47c7-aaed-3d36907dff01","resolution":{"observed_at":"2026-08-06T18:06:19.798792Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1016/j.jmatprotec.2012.04.001","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"Mold transient heat transfer behavior based on measurement and inverse analysis of slab continuous casting","venue":"Journal of Materials Processing Technology","work_id":"ed0c70e8-db3f-490f-803d-25b1b6151cd3","year":2012},"citing_paper":{"arxiv_id":"2507.09356","last_updated":"2025-07-12T17:20:26Z","snapshot_observed_at":"2026-08-06T17:55:34.401079Z","submitted_at":"2025-07-12T17:20:26Z","title":"Physics-Informed Neural Networks for Estimating Convective Heat Transfer in Jet Impingement Cooling: A Comparison with Conjugate Heat Transfer Simulations","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-06T18:06:16.184746Z"},"links":{"citing_paper":"/paper/2507.09356"},"observation_digest":"sha256:fabeae27d177a7eea5f33c423d4775d8cabb62257b916cd6bc3a7317e7de61e3","observation_id":"2d5449db-44c1-4c82-8505-44e1fe66df49","resolution":{"observed_at":"2026-08-06T18:06:19.418205Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1016/j.applthermaleng.2012.04.014","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"Luchesi and Reginaldo T","venue":"Applied Thermal Engineering","work_id":"39bfc60d-effa-4175-8cdc-b42fde89996b","year":2012},"citing_paper":{"arxiv_id":"2507.09356","last_updated":"2025-07-12T17:20:26Z","snapshot_observed_at":"2026-08-06T17:55:34.401079Z","submitted_at":"2025-07-12T17:20:26Z","title":"Physics-Informed Neural Networks for Estimating Convective Heat Transfer in Jet Impingement Cooling: A Comparison with Conjugate Heat Transfer Simulations","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-06T18:06:16.074055Z"},"links":{"citing_paper":"/paper/2507.09356"},"observation_digest":"sha256:a348919b37088b97beb399b59a0b51f93ce10541c4ea1049dc0227016b570d73","observation_id":"2bdb0a7b-790c-40da-b258-f4c2d6b85019","resolution":{"observed_at":"2026-08-06T18:06:19.590729Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:06:16.360565Z","title":"Viloche Baz´ an, and Leonardo S","venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2507.09356","last_updated":"2025-07-12T17:20:26Z","snapshot_observed_at":"2026-08-06T17:55:34.401079Z","submitted_at":"2025-07-12T17:20:26Z","title":"Physics-Informed Neural Networks for Estimating Convective Heat Transfer in Jet Impingement Cooling: A Comparison with Conjugate Heat Transfer Simulations","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-06T18:06:16.360565Z"},"links":{"citing_paper":"/paper/2507.09356"},"observation_digest":"sha256:c6933693d9bc132460f0a14b1adc32b799ccef33b25f8a5781878f6a5b5852f1","observation_id":"693155f3-1a0d-4e1c-b246-fe50e32e68e7","resolution":{"observed_at":"2026-08-06T18:06:16.360565Z","resolver_source":null,"status":"malformed_identifier"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2019.10611","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:06:23.120257Z","title":"3D- transient identification of surface heat sources through infrared ther- mography measurements on the rear face","venue":null,"work_id":"f2094451-6286-44ec-9c5c-80f7bd5d7b7a","year":2020},"citing_paper":{"arxiv_id":"2507.09356","last_updated":"2025-07-12T17:20:26Z","snapshot_observed_at":"2026-08-06T17:55:34.401079Z","submitted_at":"2025-07-12T17:20:26Z","title":"Physics-Informed Neural Networks for Estimating Convective Heat Transfer in Jet Impingement Cooling: A Comparison with Conjugate Heat Transfer Simulations","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-06T18:06:16.263515Z"},"links":{"citing_paper":"/paper/2507.09356"},"observation_digest":"sha256:e506fb0c88af86345320432670157c516eef9fa51730a14d65adb28132c75048","observation_id":"3ae288df-8403-4a42-bd92-660369754cca","resolution":{"observed_at":"2026-08-06T18:06:23.216685Z","resolver_source":"raw_fallback","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1016/j.ijheatmasstransfer.2022","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:06:19.035186Z","title":"Inverse solutions to a vertical plate cooling in air – a comparative study","venue":null,"work_id":"368cf530-b340-40fa-a519-f69397c328ad","year":2022},"citing_paper":{"arxiv_id":"2507.09356","last_updated":"2025-07-12T17:20:26Z","snapshot_observed_at":"2026-08-06T17:55:34.401079Z","submitted_at":"2025-07-12T17:20:26Z","title":"Physics-Informed Neural Networks for Estimating Convective Heat Transfer in Jet Impingement Cooling: A Comparison with Conjugate Heat Transfer Simulations","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-06T18:06:16.583268Z"},"links":{"citing_paper":"/paper/2507.09356"},"observation_digest":"sha256:5f2a39fac2b9f4c1cf8b7780859526ce2f67b86d966e6585959e86209b1a69d2","observation_id":"f48dcf97-c6b3-40ae-ba74-a86fc3270113","resolution":{"observed_at":"2026-08-06T18:06:19.117220Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1016/j.ijheatmasstransfer.2018.02.119","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"Han, H.B","venue":"International Journal of Heat and Mass Transfer","work_id":"a0103a06-ba5b-4c55-bd7e-0d7acaba67ce","year":2019},"citing_paper":{"arxiv_id":"2507.09356","last_updated":"2025-07-12T17:20:26Z","snapshot_observed_at":"2026-08-06T17:55:34.401079Z","submitted_at":"2025-07-12T17:20:26Z","title":"Physics-Informed Neural Networks for Estimating Convective Heat Transfer in Jet Impingement Cooling: A Comparison with Conjugate Heat Transfer Simulations","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-06T18:06:16.472989Z"},"links":{"citing_paper":"/paper/2507.09356"},"observation_digest":"sha256:7a8a4503fb641fd80e69657ceaaf86624ff2643563520cbb27e3545a7c64b298","observation_id":"068e1ae9-6594-4dd2-b8eb-6bbf198631f7","resolution":{"observed_at":"2026-08-06T18:06:19.269012Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2020.11321","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:06:22.824407Z","title":"Evans, Hywel Thomas, and Perumal Nithiarasu","venue":null,"work_id":"41a49613-c090-4ba2-906f-9dcdc53da946","year":2020},"citing_paper":{"arxiv_id":"2507.09356","last_updated":"2025-07-12T17:20:26Z","snapshot_observed_at":"2026-08-06T17:55:34.401079Z","submitted_at":"2025-07-12T17:20:26Z","title":"Physics-Informed Neural Networks for Estimating Convective Heat Transfer in Jet Impingement Cooling: A Comparison with Conjugate Heat Transfer Simulations","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-06T18:06:16.758857Z"},"links":{"citing_paper":"/paper/2507.09356"},"observation_digest":"sha256:7ba7a161dc2507f482c9a0a2a143b7584a82897cc5b5db7fee48a16620a2229c","observation_id":"9bda9704-c140-4cf6-a0df-d6bfb8030013","resolution":{"observed_at":"2026-08-06T18:06:22.969293Z","resolver_source":"raw_fallback","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:06:25.202033Z","title":null,"venue":null,"work_id":"c5014c96-6018-4f69-b25e-4ce5d65c199f","year":2002},"citing_paper":{"arxiv_id":"2507.09356","last_updated":"2025-07-12T17:20:26Z","snapshot_observed_at":"2026-08-06T17:55:34.401079Z","submitted_at":"2025-07-12T17:20:26Z","title":"Physics-Informed Neural Networks for Estimating Convective Heat Transfer in Jet Impingement Cooling: A Comparison with Conjugate Heat Transfer Simulations","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-06T18:06:16.683311Z"},"links":{"citing_paper":"/paper/2507.09356"},"observation_digest":"sha256:870e62885732c576b02897480634a1f4c3a4f78cb6c2b543a109065be712848f","observation_id":"73ea985b-97ff-4af0-8223-4422c4e7b8e3","resolution":{"observed_at":"2026-08-06T18:06:25.363072Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:06:16.975790Z","title":"Lagaris, A","venue":null,"work_id":null,"year":1998},"citing_paper":{"arxiv_id":"2507.09356","last_updated":"2025-07-12T17:20:26Z","snapshot_observed_at":"2026-08-06T17:55:34.401079Z","submitted_at":"2025-07-12T17:20:26Z","title":"Physics-Informed Neural Networks for Estimating Convective Heat Transfer in Jet Impingement Cooling: A Comparison with Conjugate Heat Transfer Simulations","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-06T18:06:16.975790Z"},"links":{"citing_paper":"/paper/2507.09356"},"observation_digest":"sha256:2816c8fcc450269b01c5914a905d46b0985d122d4c895fe52c1c9027ec0ded11","observation_id":"9ae7d25f-090e-481e-960b-70af3213078e","resolution":{"observed_at":"2026-08-06T18:06:16.975790Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1016/j.ijheatmasstransfer.2013.09.010","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"Woodbury, and Gyula Gr´ of","venue":"International Journal of Heat and Mass Transfer","work_id":"ebd3a39f-2379-414f-bb07-362b89d251f6","year":2014},"citing_paper":{"arxiv_id":"2507.09356","last_updated":"2025-07-12T17:20:26Z","snapshot_observed_at":"2026-08-06T17:55:34.401079Z","submitted_at":"2025-07-12T17:20:26Z","title":"Physics-Informed Neural Networks for Estimating Convective Heat Transfer in Jet Impingement Cooling: A Comparison with Conjugate Heat Transfer Simulations","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-06T18:06:16.847451Z"},"links":{"citing_paper":"/paper/2507.09356"},"observation_digest":"sha256:61aafd8a37a0ccdd00b0bfc205b600c5e8126accabc9f41d89da65c14e388904","observation_id":"6df51240-211f-4c39-89ff-5c0ca2d28f3d","resolution":{"observed_at":"2026-08-06T18:06:18.952622Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:06:24.996127Z","title":"Scientific Machine Learning Through Physics–Informed Neural Networks: Where we are and What’s Next","venue":null,"work_id":"7af66a62-d075-4663-a0f0-ce539366e593","year":null},"citing_paper":{"arxiv_id":"2507.09356","last_updated":"2025-07-12T17:20:26Z","snapshot_observed_at":"2026-08-06T17:55:34.401079Z","submitted_at":"2025-07-12T17:20:26Z","title":"Physics-Informed Neural Networks for Estimating Convective Heat Transfer in Jet Impingement Cooling: A Comparison with Conjugate Heat Transfer Simulations","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-06T18:06:17.166868Z"},"links":{"citing_paper":"/paper/2507.09356"},"observation_digest":"sha256:d21dbd98bf68b719686483e39f10d3734977aaedde32062b51c36bd363e48047","observation_id":"42f4cfa3-a1ac-4a46-9597-717198ddea51","resolution":{"observed_at":"2026-08-06T18:06:25.090276Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:06:17.069640Z","title":"Raissi, P","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2507.09356","last_updated":"2025-07-12T17:20:26Z","snapshot_observed_at":"2026-08-06T17:55:34.401079Z","submitted_at":"2025-07-12T17:20:26Z","title":"Physics-Informed Neural Networks for Estimating Convective Heat Transfer in Jet Impingement Cooling: A Comparison with Conjugate Heat Transfer Simulations","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-06T18:06:17.069640Z"},"links":{"citing_paper":"/paper/2507.09356"},"observation_digest":"sha256:7805e36e514aedb8547aa0c9d8d7bcafcec14510c573a20ecfac6b3afda06b06","observation_id":"f7e18840-fb1a-4ff2-85f7-348675526b83","resolution":{"observed_at":"2026-08-06T18:06:17.069640Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:06:24.580526Z","title":"Witschey, John A","venue":null,"work_id":"6fc9e3a9-bd98-475d-8c86-238dcce6472a","year":null},"citing_paper":{"arxiv_id":"2507.09356","last_updated":"2025-07-12T17:20:26Z","snapshot_observed_at":"2026-08-06T17:55:34.401079Z","submitted_at":"2025-07-12T17:20:26Z","title":"Physics-Informed Neural Networks for Estimating Convective Heat Transfer in Jet Impingement Cooling: A Comparison with Conjugate Heat Transfer Simulations","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-06T18:06:17.460025Z"},"links":{"citing_paper":"/paper/2507.09356"},"observation_digest":"sha256:4e4e4726379bc858521e5766a99e0fa8dda776e60a68d4af463ad4bf9ab06ce1","observation_id":"9307b212-77fb-48a9-9508-16e769714c88","resolution":{"observed_at":"2026-08-06T18:06:24.721020Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:06:17.649089Z","title":"A physics- informed deep learning method for solving direct and inverse heat con- duction problems of materials","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2507.09356","last_updated":"2025-07-12T17:20:26Z","snapshot_observed_at":"2026-08-06T17:55:34.401079Z","submitted_at":"2025-07-12T17:20:26Z","title":"Physics-Informed Neural Networks for Estimating Convective Heat Transfer in Jet Impingement Cooling: A Comparison with Conjugate Heat Transfer Simulations","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-06T18:06:17.649089Z"},"links":{"citing_paper":"/paper/2507.09356"},"observation_digest":"sha256:ea92a6c91cf15eac4311822ce5120060c26640695a3055af38887ee571d114e4","observation_id":"c7c59e31-012c-4955-9171-9d5f8ac4b4c0","resolution":{"observed_at":"2026-08-06T18:06:17.649089Z","resolver_source":null,"status":"malformed_identifier"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:06:24.828032Z","title":null,"venue":null,"work_id":"293aa198-aa4e-45df-8e66-940edf9366bb","year":2000},"citing_paper":{"arxiv_id":"2507.09356","last_updated":"2025-07-12T17:20:26Z","snapshot_observed_at":"2026-08-06T17:55:34.401079Z","submitted_at":"2025-07-12T17:20:26Z","title":"Physics-Informed Neural Networks for Estimating Convective Heat Transfer in Jet Impingement Cooling: A Comparison with Conjugate Heat Transfer Simulations","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-06T18:06:17.337026Z"},"links":{"citing_paper":"/paper/2507.09356"},"observation_digest":"sha256:4faacb8df29f70b1122c5d796a4f5aaee14e7bf0034a43f99f6554cb54c8c0e0","observation_id":"27edf891-adb1-43f1-b0cf-d51829a77419","resolution":{"observed_at":"2026-08-06T18:06:24.894855Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:06:24.440933Z","title":"Deep- XDE: A Deep Learning Library for Solving Differential Equations","venue":null,"work_id":"2fb8b555-c313-4fe9-9aa4-db88e0d82df5","year":2021},"citing_paper":{"arxiv_id":"2507.09356","last_updated":"2025-07-12T17:20:26Z","snapshot_observed_at":"2026-08-06T17:55:34.401079Z","submitted_at":"2025-07-12T17:20:26Z","title":"Physics-Informed Neural Networks for Estimating Convective Heat Transfer in Jet Impingement Cooling: A Comparison with Conjugate Heat Transfer Simulations","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-06T18:06:17.847665Z"},"links":{"citing_paper":"/paper/2507.09356"},"observation_digest":"sha256:5ac4f8f32df1e696851402d27988c2f3153ddcbab6be45c0719d76b8ff187fd7","observation_id":"8cf2257d-7a58-4478-982d-e213bcb8087b","resolution":{"observed_at":"2026-08-06T18:06:24.508740Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:06:24.290712Z","title":"TensorFlow: a system for Large-Scale ma- chine learning","venue":null,"work_id":"1cb88551-aeaf-47d4-af16-c8e53f91a454","year":2016},"citing_paper":{"arxiv_id":"2507.09356","last_updated":"2025-07-12T17:20:26Z","snapshot_observed_at":"2026-08-06T17:55:34.401079Z","submitted_at":"2025-07-12T17:20:26Z","title":"Physics-Informed Neural Networks for Estimating Convective Heat Transfer in Jet Impingement Cooling: A Comparison with Conjugate Heat Transfer Simulations","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-06T18:06:18.070482Z"},"links":{"citing_paper":"/paper/2507.09356"},"observation_digest":"sha256:4445338a8b72a8ae9f312ef118ee15720cf9ff024edf78f8292a36621ff97c7a","observation_id":"bba12263-17d3-4752-bed1-52732377a79c","resolution":{"observed_at":"2026-08-06T18:06:24.364750Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:06:24.066031Z","title":"Practical bayesian optimization of machine learning algorithms","venue":null,"work_id":"0ba8794c-63c0-4dd4-9793-33934515fcca","year":2012},"citing_paper":{"arxiv_id":"2507.09356","last_updated":"2025-07-12T17:20:26Z","snapshot_observed_at":"2026-08-06T17:55:34.401079Z","submitted_at":"2025-07-12T17:20:26Z","title":"Physics-Informed Neural Networks for Estimating Convective Heat Transfer in Jet Impingement Cooling: A Comparison with Conjugate Heat Transfer Simulations","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-06T18:06:18.163004Z"},"links":{"citing_paper":"/paper/2507.09356"},"observation_digest":"sha256:84542acc24bf51fb78a11c2fc2c79dd13b0741a38318641176e285dfc041faea","observation_id":"374704df-1fd2-4503-beec-edee3f5c66e8","resolution":{"observed_at":"2026-08-06T18:06:24.193349Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1016/j.ijheatmasstransfer.2016.09.048","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"Experimental and numeri- cal study on the transient heat-transfer characteristics of circular air- jet impingement on a flat plate","venue":"International Journal of Heat and Mass Transfer","work_id":"fc5a2325-d5e4-4588-a011-456b922bff6e","year":2017},"citing_paper":{"arxiv_id":"2507.09356","last_updated":"2025-07-12T17:20:26Z","snapshot_observed_at":"2026-08-06T17:55:34.401079Z","submitted_at":"2025-07-12T17:20:26Z","title":"Physics-Informed Neural Networks for Estimating Convective Heat Transfer in Jet Impingement Cooling: A Comparison with Conjugate Heat Transfer Simulations","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-06T18:06:17.748160Z"},"links":{"citing_paper":"/paper/2507.09356"},"observation_digest":"sha256:16bd4b818d59dd9ffeff88b462a1985f66717b393c13467d4297af3f806a27f4","observation_id":"51a19ff4-8efc-4a99-89c3-cf8dd904fba7","resolution":{"observed_at":"2026-08-06T18:06:18.798503Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1016/j.jappgeo.2014.05.006","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"Fern´ andez-Mart ´ ınez, J.L.G","venue":"Journal of Applied Geophysics","work_id":"f461cf0d-c008-4cd5-924f-f0bf948e012a","year":2014},"citing_paper":{"arxiv_id":"2507.09356","last_updated":"2025-07-12T17:20:26Z","snapshot_observed_at":"2026-08-06T17:55:34.401079Z","submitted_at":"2025-07-12T17:20:26Z","title":"Physics-Informed Neural Networks for Estimating Convective Heat Transfer in Jet Impingement Cooling: A Comparison with Conjugate Heat Transfer Simulations","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-06T18:06:18.358032Z"},"links":{"citing_paper":"/paper/2507.09356"},"observation_digest":"sha256:34622accb0fceccb7a6ca5f1d552a98d2cf4f4beb6fd207f2ccbe242c54a87a5","observation_id":"cd3e04d8-3aa0-42e4-9892-130992b5ecc7","resolution":{"observed_at":"2026-08-06T18:06:18.615296Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:06:23.651221Z","title":"Engl, Martin Hanke, and Andreas Neubauer","venue":null,"work_id":"cb4672d7-69dd-4595-9d44-e716a6d7be36","year":1996},"citing_paper":{"arxiv_id":"2507.09356","last_updated":"2025-07-12T17:20:26Z","snapshot_observed_at":"2026-08-06T17:55:34.401079Z","submitted_at":"2025-07-12T17:20:26Z","title":"Physics-Informed Neural Networks for Estimating Convective Heat Transfer in Jet Impingement Cooling: A Comparison with Conjugate Heat Transfer Simulations","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-06T18:06:18.450253Z"},"links":{"citing_paper":"/paper/2507.09356"},"observation_digest":"sha256:9108d7ec084586e355ede6633dccbe5a941fb82ff9f03c1152023df2c4821cba","observation_id":"fb162b71-6e17-4e7d-971f-1efddab7efa8","resolution":{"observed_at":"2026-08-06T18:06:23.772621Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:06:23.850143Z","title":"Optuna: A next-generation hyperparameter opti- mization framework","venue":null,"work_id":"e6357bb9-d068-4323-b67e-9d8ef1ec91ab","year":2019},"citing_paper":{"arxiv_id":"2507.09356","last_updated":"2025-07-12T17:20:26Z","snapshot_observed_at":"2026-08-06T17:55:34.401079Z","submitted_at":"2025-07-12T17:20:26Z","title":"Physics-Informed Neural Networks for Estimating Convective Heat Transfer in Jet Impingement Cooling: A Comparison with Conjugate Heat Transfer Simulations","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-06T18:06:18.261591Z"},"links":{"citing_paper":"/paper/2507.09356"},"observation_digest":"sha256:8702cf597a9c145c7babdd75d3d34281eb31f17923dacc2c2f133b5d4a66d4bc","observation_id":"dcbcf8ff-bfad-41d5-bdd8-6ec7303d70e4","resolution":{"observed_at":"2026-08-06T18:06:23.935861Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:06:17.555916Z","title":"doi: 10.1016/j.cma.2019.112623","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2507.09356","last_updated":"2025-07-12T17:20:26Z","snapshot_observed_at":"2026-08-06T17:55:34.401079Z","submitted_at":"2025-07-12T17:20:26Z","title":"Physics-Informed Neural Networks for Estimating Convective Heat Transfer in Jet Impingement Cooling: A Comparison with Conjugate Heat Transfer Simulations","version":1},"reference_index":2020,"source":"pdf_text","source_observed_at":"2026-08-06T18:06:17.555916Z"},"links":{"citing_paper":"/paper/2507.09356"},"observation_digest":"sha256:9263a234aad6ec99ef96b67eeaac986dbfac976edb8060def852d6b3f9dd4460","observation_id":"f3e8dfa6-cd94-4e72-9cb2-09ada0eb3675","resolution":{"observed_at":"2026-08-06T18:06:17.555916Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:06:25.458334Z","title":null,"venue":null,"work_id":"85b5777f-e1c2-48af-a7b2-a155cb1fa495","year":null},"citing_paper":{"arxiv_id":"2507.09356","last_updated":"2025-07-12T17:20:26Z","snapshot_observed_at":"2026-08-06T17:55:34.401079Z","submitted_at":"2025-07-12T17:20:26Z","title":"Physics-Informed Neural Networks for Estimating Convective Heat Transfer in Jet Impingement Cooling: A Comparison with Conjugate Heat Transfer Simulations","version":1},"reference_index":2021,"source":"pdf_text","source_observed_at":"2026-08-06T18:06:15.831284Z"},"links":{"citing_paper":"/paper/2507.09356"},"observation_digest":"sha256:58a27448b790a3aae669e10a3409f39702743c9b6aa095e7e6297756deca94ef","observation_id":"6fc3e2ac-46c9-4086-9319-2fa8acb8e152","resolution":{"observed_at":"2026-08-06T18:06:25.518987Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:06:17.268349Z","title":"doi: 10.1007/s10915-022-01939-z","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2507.09356","last_updated":"2025-07-12T17:20:26Z","snapshot_observed_at":"2026-08-06T17:55:34.401079Z","submitted_at":"2025-07-12T17:20:26Z","title":"Physics-Informed Neural Networks for Estimating Convective Heat Transfer in Jet Impingement Cooling: A Comparison with Conjugate Heat Transfer Simulations","version":1},"reference_index":2022,"source":"pdf_text","source_observed_at":"2026-08-06T18:06:17.268349Z"},"links":{"citing_paper":"/paper/2507.09356"},"observation_digest":"sha256:7f22a87ce16e7bd598982a48392105a0102de4362815ceccf6bced125ea03cc1","observation_id":"5ebaeb63-a9f8-4158-9cd1-fa3a0fd30460","resolution":{"observed_at":"2026-08-06T18:06:17.268349Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:06:17.966215Z","title":"URL https://epubs.siam.org/doi/ 10.1137/19M1274067","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2507.09356","last_updated":"2025-07-12T17:20:26Z","snapshot_observed_at":"2026-08-06T17:55:34.401079Z","submitted_at":"2025-07-12T17:20:26Z","title":"Physics-Informed Neural Networks for Estimating Convective Heat Transfer in Jet Impingement Cooling: A Comparison with Conjugate Heat Transfer Simulations","version":1},"reference_index":7200,"source":"pdf_text","source_observed_at":"2026-08-06T18:06:17.966215Z"},"links":{"citing_paper":"/paper/2507.09356"},"observation_digest":"sha256:0d1652d4fafd2bf95112576f5a98b78e9828d24eba0ca7d578578e79ed7c8952","observation_id":"733d66d2-94d1-499e-9a60-00072c474df3","resolution":{"observed_at":"2026-08-06T18:06:17.966215Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2507.09356","last_updated":"2025-07-12T17:20:26Z","latest_version":1,"primary_category":"physics.flu-dyn","snapshot_observed_at":"2026-08-06T17:55:34.401079Z","submitted_at":"2025-07-12T17:20:26Z","title":"Physics-Informed Neural Networks for Estimating Convective Heat Transfer in Jet Impingement Cooling: A Comparison with Conjugate Heat Transfer Simulations"},"reference_resolution":{"displayed":44,"state_counts":{"malformed_identifier":5,"metadata_mismatch":3,"parse_uncertain":0,"unresolved":9,"verified_exact":18,"verified_fuzzy":9},"total_outbound_references":44},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"thesis":"As of 14 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2507.09356."}