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Paper Citation Record · LEDGER

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL

As of 11 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 1 inbound Pith citation observation for arXiv:2605.17792.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2605.17792 v1

Coverage vector

measured 65 of 65 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-20T13:28:03.965754Z

measured 66 of 66 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-03T06:43:42.486772Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-07-03T06:47:42.693531Z

Reference resolution

65 of 65 outbound references displayed

  • verified exact19
  • verified fuzzy1
  • unresolved45
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 254c452a-7a47-454e-a2ca-c0e476424716 · outbound

This paper cites an unresolved cited work.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:28:19.143008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:60516bc6d2334b71e1468f82885a472096e1cb2a711812220bbf43dd0f404cd2

Observation c8a942c5-6227-4c9f-8ad5-6dae5644a487 · outbound

This paper cites an unresolved cited work.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:28:19.134165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:134dab28bce3ab05449fc6496e357abbef45750c2ca72e56bacbd9c85a2d0e0e

Observation 1e3ea2b8-5f6c-4d06-954f-fcf7c094dacf · outbound

This paper cites an unresolved cited work.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:28:19.211184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:28b31a30100526da8a7f6614835577d133d7b67de8f51cc62133d14193d391a2

Observation 55c5aa92-29d2-41ec-9e5f-a7fa072a5513 · outbound

This paper cites an unresolved cited work.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:28:19.146654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:921c51b32f56d226e66ffd95b8d6bdf149ac7065e1eb391d14fb47c1792bd695

Observation f900bce9-519b-4bd3-b7f7-4969c463accb · outbound

This paper cites an unresolved cited work.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:28:19.151927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:0fa89feac587dc583563d4300a568a4a0754f64b74c9503f3c42c2bb4113ba3a

Observation 004c43be-e2ff-43ac-b32f-454697b44e13 · outbound

This paper cites an unresolved cited work.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:28:19.161322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:7a55be530a273e2b7dda10dfbef3d54efd850630fa68969d9657d9e85802e4b9

Observation e43ef3f0-bbb4-46bb-b15b-e532117537cf · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 7

Resolution
verified exact
local_arxiv, observed 2026-05-20T13:28:18.869991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:dd28402050aa958345dab7b288319b1c35902e58ff2607572838142066df5b60

Observation 3300944b-c9eb-4502-852f-c8dec5baac5d · outbound

This paper cites an unresolved cited work.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:28:19.216155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:28b1677433d69b4b244bc4a272fb9d9c256615e8cb2076d7d9690460775ba9ae

Observation bd6a3741-0031-4a9b-9fd5-f4200293aa60 · outbound

This paper cites an unresolved cited work.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:28:19.200544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:f348af43893f59380056efcb5a01a4ab5d6f0cfbeadb8e89d60cbc2caf8d3a3a

Observation f5a1cf21-e087-47bf-bb37-f2d04400d9fc · outbound

This paper cites an unresolved cited work.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:28:19.219816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:2c0395502484c60f04fd937cacefa65e0be1839faf93f0be7dbf14a77ec8ec0c

Observation 161839e4-f0d9-4d6f-821c-2c86b6057f4c · outbound

This paper cites an unresolved cited work.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:28:19.217948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:3dcbadef7faddd5c90cd06bb2e807e4c405cbeb16ece8a09eb8c46d81b7a18c2

Observation 2d5f3653-6097-47c5-87d5-f761cd21e2cf · outbound

This paper cites an unresolved cited work.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:28:19.185307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:5eaadb73cc15f5749e8495a107ab092b67703241893d518d86fee627ba2e2d36

Observation cbbfb1d5-2ad0-4a09-851a-d943557595ac · outbound

This paper cites RLEF: Grounding Code LLMs in Execution Feedback with Reinforcement Learning.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL RLEF: Grounding Code LLMs in Execution Feedback with Reinforcement Learning

Reference 13

Resolution
verified exact
arxiv_id, observed 2026-05-20T13:28:18.834772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:a7ab8819d55f012ed8231b9d26cf0e3aa73178064fab20a1f2865a5a722f1c62

Observation 7570d65c-9df7-47fe-9e3d-0f712f7f54a2 · outbound

This paper cites an unresolved cited work.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:28:19.137672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:87ef582e14c40beb45333940335f1c307d78c0afbb3afa6687e3c2a2cd7cf200

Observation 89398993-8d0c-4bba-9579-4ef8c881f0c4 · outbound

This paper cites an unresolved cited work.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:28:19.202204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:24f3135ee715e056fa68ec8250c2b760574bc8565950cdf2e8b416a666a073ef

Observation 43d04cd8-d02c-420c-952f-b39a4abe46de · outbound

This paper cites an unresolved cited work.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:28:19.187257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:123eb16bd329a39ef6c0179f8ea3771824e802969212c0d7e2dd6da6ea91d651

Observation 59219e77-ceb9-477b-976d-96b9a5214526 · outbound

This paper cites an unresolved cited work.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:28:19.190109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:cb0c45d41049f3c7e17c8856c811954410aca5a3801a76732e6e0c2566f9355e

Observation cd77d889-0e1e-4401-b915-6968d82a32f1 · outbound

This paper cites Kimi k1.5: Scaling Reinforcement Learning with LLMs.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL Kimi k1.5: Scaling Reinforcement Learning with LLMs

Reference 18

Resolution
verified exact
local_arxiv, observed 2026-05-20T13:28:18.831521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:280093d041100283e6bd9a1b744832395dc7006ef399dce8fe97144c592b8a0e

Observation e8faeb16-c9f4-4c3b-ab78-dd819dbe80ce · outbound

This paper cites an unresolved cited work.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:28:19.181527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:ddab0c64c1022ec603609a1727791adc5ff8deaeb918c32a9b7af0930704d43c

Observation 018505f2-867a-4511-bed7-9943151fc366 · outbound

This paper cites an unresolved cited work.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:28:19.183501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:0616b49dcc40ef3d80510731b243b33b97f2c2f28a165f43edd6adf6181774eb

Observation 16cfbbd2-c59d-447f-812e-49d965470e77 · outbound

This paper cites an unresolved cited work.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:28:19.155519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:e3d69c0da117bc6fe3355aff202cdebe5f42d129df97f5a3da83a167d5929afb

Observation 812f993f-af47-4168-91e4-d1f9de77396f · outbound

This paper cites an unresolved cited work.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:28:19.164965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:55dfa4cd101b9038ab0dffe05e75d3f555c641ba1fe3227b880ce30876afb84e

Observation 2e381547-7719-407b-82c1-fb31909ed30f · outbound

This paper cites an unresolved cited work.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:28:19.139400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:b7966b69771904eb95c229b28ef407fbca3aff25b4417515a4983c9090cf232c

Observation d66a8b4a-3581-46e1-a785-c5953113aae4 · outbound

This paper cites Tulu 3: Pushing Frontiers in Open Language Model Post-Training.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL Tulu 3: Pushing Frontiers in Open Language Model Post-Training

Reference 24

Resolution
verified exact
local_arxiv, observed 2026-05-20T13:28:18.817446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:58bc2c77bca8b8844ba877cb297f55179be1174404daab4534f1213e7f58cc22

Observation 8dff1c8f-5203-40f6-8bfe-6a73527e1a4a · outbound

This paper cites an unresolved cited work.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:28:19.196632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:55a8be346f38bd0266b0e5ee8c6ccf9d0b168ea8b81ea8f8e2feb034a0920348

Observation d4e3dca2-f403-434f-8e2f-4b4cdc30e0a8 · outbound

This paper cites an unresolved cited work.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:28:19.171025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:f6425585ef62d9a6ca0a30b0704d188d13494ce55c83474c9d343ea04e8a9894

Observation 557241f1-413a-4ada-ae2a-2c38e487cd81 · outbound

This paper cites an unresolved cited work.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:28:19.173510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:e268a589e3655835449d60458f362316ebfd3925b91e0d188121a4ba88ef03e8

Observation 3bf5211f-ba16-4787-a7fe-94a49e89a48e · outbound

This paper cites an unresolved cited work.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:28:19.132368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:28910dcb47c5fc534944c7058a13a962f62c3beb9fce6c67c6f0e69129923344

Observation a676301d-0716-4970-9e49-85dd45457d2d · outbound

This paper cites GeoGalactica: A Scientific Large Language Model in Geoscience.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL GeoGalactica: A Scientific Large Language Model in Geoscience

Reference 29

Resolution
verified exact
arxiv_id, observed 2026-05-20T13:28:18.846775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:357d3202a5ed2290de21c7a2a60a1efec81720a55ce296e71043ec2034e0896a

Observation dbbae06b-5abd-4bb3-9480-200aae9ca353 · outbound

This paper cites an unresolved cited work.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:28:19.203853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:f0b843998fcbe5418f27cdcc10ea16452cac0ce32e02059b016f161dbe5f23b8

Observation 0ed0da8f-25fd-43ad-85f1-b668a6ea9c5f · outbound

This paper cites The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Reference 31

Resolution
verified exact
local_arxiv, observed 2026-05-20T13:28:18.824867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:dc3644a246cb171fb00b1121cfcc4c8f2407377a1ec12dfb079fb201260064ea

Observation 34d7ee1d-590c-4257-b167-484f47d3cbe1 · outbound

This paper cites Bran, Sam Cox, Oliver Schilter, Carlo Baldassari, Andrew D White, and Philippe Schwaller.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL Bran, Sam Cox, Oliver Schilter, Carlo Baldassari, Andrew D White, and Philippe Schwaller

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T13:28:19.157280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:7fab0498347fb7925154be7720030f4d57e3bfb282bf17b4d332be78dad069ba

Observation 1d90cb60-bc4c-454e-9179-f9998460968e · outbound

This paper cites an unresolved cited work.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:28:19.198601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:57666f1a89436183ec3f382e33646e35a039a628e6fa226b3528c641d8c86496

Observation 9feda43a-8a78-4331-9178-3b1ecd4a0d19 · outbound

This paper cites an unresolved cited work.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:28:19.148384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:f210ece133aa76e35c9938951a670c502f42703686f0d00e0203f1052651ccdd

Observation 3edd97a7-edde-4360-84f0-39b26b0f5e08 · outbound

This paper cites Transactions of the ASABE 58(6): 1763--1785.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL Transactions of the ASABE 58(6): 1763--1785

Reference 35

Resolution
verified exact
doi, observed 2026-05-20T13:28:18.687181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:a3f78f470a73df48e907775f09ee1cc49c4189c6477c0190e546e1a04e62ea1d

Observation ae05cf1f-659f-4b6c-a596-74bfcc1cfdf0 · outbound

This paper cites Agentic AI for Remote Sensing: Technical Challenges and Research Directions.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL Agentic AI for Remote Sensing: Technical Challenges and Research Directions

Reference 36

Resolution
verified exact
local_arxiv, observed 2026-05-20T13:28:18.853963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:2adf0c7a68b136d1d939c6c76a9c9048466aa2548c34a4a56a9a6ec44f79049e

Observation 2117c69e-cd1b-48a4-9375-2f8bbba9a764 · outbound

This paper cites an unresolved cited work.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:28:19.150168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:f2eb063df4113f9ec8d52db4f3b61e36703788206db234b12d040026fddaa150

Observation d59f7f20-44cc-404e-9124-9db171313b88 · outbound

This paper cites an unresolved cited work.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:28:19.193390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:41fc52814ce9ba7ed51da5e3e3c074a4639fd1fc90ac88bb499f06b16d254475

Observation a9b48757-5f30-466b-b454-bb4b89f4234c · outbound

This paper cites an unresolved cited work.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:28:19.214494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:91d0301b4dcce199d7ef7f607eef874a511e08b0fde968dbac6793ad3b560333

Observation 0776491b-48d0-4c1b-8695-d954985340dc · outbound

This paper cites FourCastNet: A Global Data-driven High-resolution Weather Model using Adaptive Fourier Neural Operators.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL FourCastNet: A Global Data-driven High-resolution Weather Model using Adaptive Fourier Neural Operators

Reference 40

Resolution
verified exact
local_arxiv, observed 2026-05-20T13:28:18.837733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:656ab5e1ec0d84a3f71346dacceb0ce4e85c892771f3b04c7d90a01aab841339

Observation 1137583e-739f-4e4f-91c6-03bc0d96b012 · outbound

This paper cites an unresolved cited work.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:28:19.153611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:a58c592aebecace8061440459d6ff340e5a836de1bf95fcc892e03262bef3ba9

Observation a473c9db-ba60-45cb-85b9-c81710322711 · outbound

This paper cites an unresolved cited work.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:28:19.141293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:6ae0331b8305c8bac5ad72aa451d03b8af63de4956aaa5133e679b1a432c4fb4

Observation d5e86272-48c0-4068-ab21-11c3baf4fa67 · outbound

This paper cites Qwen3 Technical Report.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL Qwen3 Technical Report

Reference 43

Resolution
verified exact
local_arxiv, observed 2026-05-20T13:28:18.863777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:63e738f1b487982c310aa9c3265ac82e2a1b2f247a649ae75587a698ab733f20

Observation ce8347be-b9e2-4beb-ba81-3e1ae4f8d069 · outbound

This paper cites an unresolved cited work.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:28:19.179846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:37ba369aab4283a4a9795d7c8f8e822265e007e3a7699cacd9277f4a0bdc7dc4

Observation 2f651e96-2368-4cc8-9638-127b117c8b91 · outbound

This paper cites an unresolved cited work.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:28:19.163136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:fd5fc41220cd05eb771cbbcfab7e78a4187982f248560bdc05147557ed3d1c2a

Observation 7dc02c21-71a2-4430-b698-f86baa26c59d · outbound

This paper cites an unresolved cited work.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:28:19.144802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:97830a3d5fab56f4f5ac4df1a21283e0d23c411d64849aa13dc53cbad0d06dc8

Observation a95fe41f-d202-4ec8-ae1d-729bf4ec83ca · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 47

Resolution
verified exact
local_arxiv, observed 2026-05-20T13:28:18.842309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:aa241d6c68c8f14df3c11ce9fd719870d48a4b577e1daf5772fe735d6affec0d

Observation 35e2ae31-c01e-4b85-99a4-e3a5f22a7926 · outbound

This paper cites an unresolved cited work.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:28:19.135840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:5cda3de2adad2370285b7ff85494d2112d2e72bda4a75814c61b242d8b716fc9

Observation dd79c3fa-4525-40b8-ae27-a17ea64b9705 · outbound

This paper cites HybridFlow: A Flexible and Efficient RLHF Framework.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL HybridFlow: A Flexible and Efficient RLHF Framework

Reference 49

Resolution
verified exact
local_arxiv, observed 2026-05-20T13:28:18.857238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:4932a15db9b84b0eeb51dc1b9d2a5befe4e2fbaa5779860ee2191eb7e47fbe82

Observation 463e437c-3b33-4e22-bff9-b1252d3faa2a · outbound

This paper cites an unresolved cited work.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:28:19.166975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:6412ce8a984c801bb3bf36887e62a9531e6cc3652dda64d666ab2697d8dcb256

Observation 5d6b0b33-00ee-4717-85ff-40f87cee6516 · outbound

This paper cites ClimateGPT: Towards AI Synthesizing Interdisciplinary Research on Climate Change.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL ClimateGPT: Towards AI Synthesizing Interdisciplinary Research on Climate Change

Reference 51

Resolution
verified exact
arxiv_id, observed 2026-05-20T13:28:18.860392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:4716c39a9bf669fc3636d251b153f913f558544731ce6d11553a04668f971457

Observation b46d06a8-f690-4bd7-ba52-8e2215bf9523 · outbound

This paper cites an unresolved cited work.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:28:19.205737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:c9967cf88306af07caa7552b0db027057bf1dea6e06f8ebcd20ff608bd2ae2b1

Observation 3070957e-3594-4824-8a53-4968d1cfc00e · outbound

This paper cites an unresolved cited work.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:28:19.177972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:4d2ab5f70c45e0c257353fc14922eba834ed3a38a8dc4f201206ae35fb67a08f

Observation a207db4c-fd0e-4a94-aaf5-2f9a4f6c932f · outbound

This paper cites an unresolved cited work.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL Unresolved cited work

Reference 54

Resolution
verified exact
doi, observed 2026-05-20T13:28:18.680710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:b43512ad6e8ba17c4707d253ccb73cc181131eb63de217a630419bcdec3b1ce8

Observation 72cbbc41-e11c-4fbc-a69e-1b1ef15e0b67 · outbound

This paper cites an unresolved cited work.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:28:19.159436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:5917cce0ecb371d2faa15fd554c592c6a96b42bbd5ce9bfee659f18c3ce13a82

Observation b8ae4ad5-ddf5-49b3-a33e-a962302f9428 · outbound

This paper cites an unresolved cited work.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:28:19.212863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:60245d694fd8a41fc821b90644a8d5415bd1a14d67ff4e6d7351b6bda9a69030

Observation a7e320ea-5775-48f6-8350-82f09467bb73 · outbound

This paper cites RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning

Reference 57

Resolution
verified exact
local_arxiv, observed 2026-05-20T13:28:18.828024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:4ada129843e9ba5675526a57375b65162252843b01d8b26bb53e798103506c5b

Observation ec313248-e0c0-4034-a569-e7ec7145435f · outbound

This paper cites ClimateBert: A Pretrained Language Model for Climate-Related Text.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL ClimateBert: A Pretrained Language Model for Climate-Related Text

Reference 58

Resolution
verified exact
arxiv_id, observed 2026-05-20T13:28:18.821567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:7442b268b129d2fde0284c19c913d9ee3f4623505b38df196ff2c19ff8313da0

Observation 4bddd528-3961-4de2-859e-4ae60000e8b3 · outbound

This paper cites SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software Evolution.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software Evolution

Reference 59

Resolution
verified exact
local_arxiv, observed 2026-05-20T13:28:18.850987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:6f21b57e3b7696ae124ba44ac51373460646672fb2e8eaf7b137714810089074

Observation 9f64b3b3-d4db-4c38-9e8a-c8c1679a2cb6 · outbound

This paper cites AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation

Reference 60

Resolution
verified exact
local_arxiv, observed 2026-05-20T13:28:18.866872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:9e2bbc126869a0bdb2195a7b90366a1f6848bb5d6fc334b6a33dfcde953e2751

Observation e97bb4fc-a04d-4ba6-87e4-b111b6c370e9 · outbound

This paper cites an unresolved cited work.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:28:19.209535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:eafac7d843ce366809c52ee33fa5975001cf9ce4ec0eff80117657a3cf09bcb1

Observation e651fbe2-18f9-4b54-b8d7-bdb4daeb666d · outbound

This paper cites AQUAH: Automatic Quantification and Unified Agent in Hydrology.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL AQUAH: Automatic Quantification and Unified Agent in Hydrology

Reference 62

Resolution
verified exact
arxiv_id, observed 2026-05-20T13:28:18.873496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:6bdd3c9481342bd8e2d1431ca85d22a27dfdb0761d2ac3c0a88959b4b58b4f1d

Observation 6edf69f6-91f6-48d6-8e06-79f20d5f13f6 · outbound

This paper cites an unresolved cited work.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:28:19.207525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:6251f06d4ea382e66e74f7899fe649c8f6866c1384cc4597b2354adcd4e4c94b

Observation 21674dce-a3ec-460f-8815-50e9b034fbab · outbound

This paper cites an unresolved cited work.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:28:19.168649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:56d37fab3b42f22174d8d35e04f9ffb733bfe202c85b5fdca38aa6decf8dc333

Observation b983329a-eade-45d0-9d36-dac7cc053db9 · outbound

This paper cites an unresolved cited work.

HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:28:19.175533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-20T13:28:03.965754Z digest=sha256:0f39ac1bba0cc09f593cd0188ac75b685b6eece215d9144c6f32467af6fb9bd1

Pith citing papers

Observation d4aa8d37-2c0a-47da-8345-7a9e4488d744 · inbound

Bringing Agentic Search to Earth Observation Data Discovery cites this paper.

Bringing Agentic Search to Earth Observation Data Discovery HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL

Reference 10

Resolution
verified exact
local_arxiv, observed 2026-07-03T06:47:42.695161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-07-03T06:43:42.486772Z digest=sha256:30d93211cafa8c0351b02b17ad5f2d26f152110c161066d6717e5ebf21896dd1