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Paper Citation Record · LEDGER

PhononScore: a phonon-aware scoring function for dynamical stability

As of 17 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2607.08518.

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

pith.paper-citation-record.v1
2607.08518 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-10T06:06:10.694903Z

measured 47 of 47 standing notices

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Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

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measured 0 of 1 external citation measurements

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

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Reference resolution

47 of 47 outbound references displayed

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External citation measurements

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Outbound references

Observation 74540547-9ba5-4a54-9d16-abef9d2318d8 · outbound

This paper cites A generative model for inorganic materials design.Nature, 639(8055):624–632, 2025.

PhononScore: a phonon-aware scoring function for dynamical stability A generative model for inorganic materials design.Nature, 639(8055):624–632, 2025

Reference 1

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Observation cc53b240-bf2b-465f-8097-3217e22b702d · outbound

This paper cites Schoenholz, Muratahan Aykol, Gowoon Cheon, and Ekin Dogus Cubuk.

PhononScore: a phonon-aware scoring function for dynamical stability Schoenholz, Muratahan Aykol, Gowoon Cheon, and Ekin Dogus Cubuk

Reference 2

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Observation e6a03b2d-a455-49b6-8b99-d0dbeec8a3ae · outbound

This paper cites In- vDesFlow: AnAI-drivenmaterialsinversedesignworkflowtoexplorepossiblehigh-temperature superconductors.Chin.

PhononScore: a phonon-aware scoring function for dynamical stability In- vDesFlow: AnAI-drivenmaterialsinversedesignworkflowtoexplorepossiblehigh-temperature superconductors.Chin

Reference 3

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Observation 70618663-dfeb-445d-9a6d-069beac28f8c · outbound

This paper cites Invdesflow-al: active learning-basedworkflowforinversedesignoffunctionalmaterials.npj Computational Materials, 11(1):364, 2025.

PhononScore: a phonon-aware scoring function for dynamical stability Invdesflow-al: active learning-basedworkflowforinversedesignoffunctionalmaterials.npj Computational Materials, 11(1):364, 2025

Reference 4

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Source-reported events for the cited work

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Observation 748be219-f50a-4a22-a419-bd338785c9ff · outbound

This paper cites AI-Driven Inverse Design of Materials: Past, Present, and Future.

PhononScore: a phonon-aware scoring function for dynamical stability AI-Driven Inverse Design of Materials: Past, Present, and Future

Reference 5

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Source-reported events for the cited work

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Observation 99b36fab-4026-41dc-bb50-0b654cc147c5 · outbound

This paper cites Crystal Structure Prediction by Joint Equivariant Diffusion on Lattices and Fractional Coordinates.

PhononScore: a phonon-aware scoring function for dynamical stability Crystal Structure Prediction by Joint Equivariant Diffusion on Lattices and Fractional Coordinates

Reference 6

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Source-reported events for the cited work

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Observation d45b1fd5-8b4a-40b1-ae44-c1d5e7394aab · outbound

This paper cites Crystalflow: a flow-based generative model for crystalline materials.

PhononScore: a phonon-aware scoring function for dynamical stability Crystalflow: a flow-based generative model for crystalline materials

Reference 7

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Source-reported events for the cited work

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Observation 78819e27-c93d-4c97-85ec-b048c15c11b3 · outbound

This paper cites Kulik, and Mingda Li.

PhononScore: a phonon-aware scoring function for dynamical stability Kulik, and Mingda Li

Reference 8

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Observation cbe86488-7b5f-4440-be45-1f359fc1e424 · outbound

This paper cites High-temperature superconductivity inLi2AuH6 mediated by strong electron-phonon coupling under ambient pressure.Phys.

PhononScore: a phonon-aware scoring function for dynamical stability High-temperature superconductivity inLi2AuH6 mediated by strong electron-phonon coupling under ambient pressure.Phys

Reference 9

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Observation a3aa84d4-1fd8-4401-a760-553b3924cc89 · outbound

This paper cites Superconductivity in atom-intercalated quaternary hydrides under ambient pressure.Phys.

PhononScore: a phonon-aware scoring function for dynamical stability Superconductivity in atom-intercalated quaternary hydrides under ambient pressure.Phys

Reference 10

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Observation 7c8b012d-bdd1-4574-af23-7ffdc5147187 · outbound

This paper cites Phononbench:a large-scale phonon-based benchmark for dynamical stability in crystal generation, 2025.

PhononScore: a phonon-aware scoring function for dynamical stability Phononbench:a large-scale phonon-based benchmark for dynamical stability in crystal generation, 2025

Reference 11

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Observation e412b840-6b3e-48ea-9e82-1da76dca65ac · outbound

This paper cites Mattersim: A deep learning atomistic model across elements, temperatures and pressures, 2024.

PhononScore: a phonon-aware scoring function for dynamical stability Mattersim: A deep learning atomistic model across elements, temperatures and pressures, 2024

Reference 12

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Observation ba334537-32f8-4ed3-a7f0-7044944b6548 · outbound

This paper cites an unresolved cited work.

PhononScore: a phonon-aware scoring function for dynamical stability Unresolved cited work

Reference 13

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Observation 9598ce33-55ea-487e-9d1d-cb983352a068 · outbound

This paper cites Graph networks as a universal machine learning framework for molecules and crystals.Chemistry of Materials, 31(9):3564–3572, 2019.

PhononScore: a phonon-aware scoring function for dynamical stability Graph networks as a universal machine learning framework for molecules and crystals.Chemistry of Materials, 31(9):3564–3572, 2019

Reference 14

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verified fuzzy
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Source-reported events for the cited work

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Observation 80c41130-b019-4318-863a-c0db5b7f6427 · outbound

This paper cites A universal graph deep learning interatomic potential for the periodic table.Nature Computational Science, 2(11):718–728, 2022.

PhononScore: a phonon-aware scoring function for dynamical stability A universal graph deep learning interatomic potential for the periodic table.Nature Computational Science, 2(11):718–728, 2022

Reference 15

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Observation 8812f118-a8f4-4255-bc4b-6e513e1595d5 · outbound

This paper cites Bartel, and Gerbrand Ceder.

PhononScore: a phonon-aware scoring function for dynamical stability Bartel, and Gerbrand Ceder

Reference 16

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Observation ffed5c30-7cd2-4bd6-9a97-9684d3acd7c9 · outbound

This paper cites Mace: Higher order equivariant message passing neural networks for fast and accurate force fields.

PhononScore: a phonon-aware scoring function for dynamical stability Mace: Higher order equivariant message passing neural networks for fast and accurate force fields

Reference 17

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Observation 6c299f19-b43e-4c59-8dfd-0bdc910e2a95 · outbound

This paper cites Pet-mad as a lightweight universal interatomic potential for advanced materials modeling.Nature Communications, 16(1):10653.

PhononScore: a phonon-aware scoring function for dynamical stability Pet-mad as a lightweight universal interatomic potential for advanced materials modeling.Nature Communications, 16(1):10653

Reference 18

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Observation 9172f465-83cf-4b6c-aef2-f9aeb54247e4 · outbound

This paper cites Lawrence Zitnick.

PhononScore: a phonon-aware scoring function for dynamical stability Lawrence Zitnick

Reference 19

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Source-reported events for the cited work

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Observation 840223ca-2619-41a7-a7a5-e818e5018d79 · outbound

This paper cites DPA-2: a large atomic model as a multi-task learner.npj Computational Materials, 10(1):293, 2024.

PhononScore: a phonon-aware scoring function for dynamical stability DPA-2: a large atomic model as a multi-task learner.npj Computational Materials, 10(1):293, 2024

Reference 20

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Observation 3c376c12-994f-4d0b-bbcc-b939a3906473 · outbound

This paper cites A graph neural network for the era of large atomistic models.npj Computational Materials, 2026.

PhononScore: a phonon-aware scoring function for dynamical stability A graph neural network for the era of large atomistic models.npj Computational Materials, 2026

Reference 21

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Observation 2f897bea-7e66-46af-a79b-c5911334a1b6 · outbound

This paper cites Dpa4: Pushing the accuracy-cost frontier of interatomic potentials with emfa so(2) convolution, 2026.

PhononScore: a phonon-aware scoring function for dynamical stability Dpa4: Pushing the accuracy-cost frontier of interatomic potentials with emfa so(2) convolution, 2026

Reference 22

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verified fuzzy
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Observation 69d4b6cd-8ecd-4d7e-9478-2232c2df21b8 · outbound

This paper cites Accurate structure prediction of biomolecular interactions with AlphaFold 3.Nature, 630(8016):493–500, 2024.

PhononScore: a phonon-aware scoring function for dynamical stability Accurate structure prediction of biomolecular interactions with AlphaFold 3.Nature, 630(8016):493–500, 2024

Reference 23

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Observation 34be74bc-25b7-41da-94b6-676ab9d9b69a · outbound

This paper cites an unresolved cited work.

PhononScore: a phonon-aware scoring function for dynamical stability Unresolved cited work

Reference 24

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Observation 930c301b-dca2-4f9b-9fc8-cffef4111f93 · outbound

This paper cites Autodockvina 1.2.0: New docking methods, expanded force field, and python bindings.Journal of Chemical Information and Modeling, 61(8):3891–3898, 2021.

PhononScore: a phonon-aware scoring function for dynamical stability Autodockvina 1.2.0: New docking methods, expanded force field, and python bindings.Journal of Chemical Information and Modeling, 61(8):3891–3898, 2021

Reference 25

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Observation df1bc657-0720-46a4-ae15-4e99ace85226 · outbound

This paper cites Improving the reliability of language model-predicted structures as docking targets through geometric graph learning.Journal of Medicinal Chem- istry, 68(2):1956–1969, 2025.

PhononScore: a phonon-aware scoring function for dynamical stability Improving the reliability of language model-predicted structures as docking targets through geometric graph learning.Journal of Medicinal Chem- istry, 68(2):1956–1969, 2025

Reference 26

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation a660450c-7a21-46d5-9514-182a4b515a6e · outbound

This paper cites Friesner, Jay L.

PhononScore: a phonon-aware scoring function for dynamical stability Friesner, Jay L

Reference 27

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Observation 325427b8-5a81-400b-9af3-4cafb26b605e · outbound

This paper cites an unresolved cited work.

PhononScore: a phonon-aware scoring function for dynamical stability Unresolved cited work

Reference 28

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation a3d98a0b-653c-404b-9d67-b1a379901a15 · outbound

This paper cites Ballard, Joshua Bambrick, Sebastian Bodenstein, David A.

PhononScore: a phonon-aware scoring function for dynamical stability Ballard, Joshua Bambrick, Sebastian Bodenstein, David A

Reference 29

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation c4224a64-2c62-4c5c-a441-8f8cdd032a71 · outbound

This paper cites Phononbench-mp40: a spectrum-resolved bench- mark dataset for phonon stability.Chinese Physics B, 2026.

PhononScore: a phonon-aware scoring function for dynamical stability Phononbench-mp40: a spectrum-resolved bench- mark dataset for phonon stability.Chinese Physics B, 2026

Reference 30

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 61c84a6f-fba3-49f9-ad2e-fceccf69f1bc · outbound

This paper cites Mdr phonon calculation database.https: //mdr.nims.go.jp/collections/8g84ms862?locale=en, 2024.

PhononScore: a phonon-aware scoring function for dynamical stability Mdr phonon calculation database.https: //mdr.nims.go.jp/collections/8g84ms862?locale=en, 2024

Reference 31

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 93f917ce-30eb-4071-9626-1850834fc053 · outbound

This paper cites Atomistic line graph neural network for improved ma- terials property predictions.npj Computational Materials, 7(1):185.

PhononScore: a phonon-aware scoring function for dynamical stability Atomistic line graph neural network for improved ma- terials property predictions.npj Computational Materials, 7(1):185

Reference 32

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation d8313d4c-1252-4217-9bb7-1de3390a02cd · outbound

This paper cites Margraf, and Stephan Günnemann.

PhononScore: a phonon-aware scoring function for dynamical stability Margraf, and Stephan Günnemann

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T06:06:50.538014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation f2a4f9a5-92ae-4598-83ba-74d7e8cc1c3a · outbound

This paper cites Crystograph: A comprehensive predictive model for crystal material properties and the benchmark.Battery Energy, 4(4):e70004, 2025.

PhononScore: a phonon-aware scoring function for dynamical stability Crystograph: A comprehensive predictive model for crystal material properties and the benchmark.Battery Energy, 4(4):e70004, 2025

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T06:06:50.624392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-07-10T06:06:10.694903Z digest=sha256:78499bb216945b87cd531367215e3be500c468741ade352e8af8d8643cb59989

Observation 4d465e8f-6c01-4d33-b658-2b592d987806 · outbound

This paper cites Kresse and J.

PhononScore: a phonon-aware scoring function for dynamical stability Kresse and J

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T06:06:50.603611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-07-10T06:06:10.694903Z digest=sha256:963341cd357dbd21a253e944b079acc874eced4a340f0c5912436f1a0e2598b6

Observation 27f14f50-743a-4c5b-addc-0423eb8a488b · outbound

This paper cites Kresse and J.

PhononScore: a phonon-aware scoring function for dynamical stability Kresse and J

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T06:06:50.619753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-07-10T06:06:10.694903Z digest=sha256:a870ce5c9e527d3fa82e2db37f35b64d7a105ec1f8a7879e3cf2737dfbe0a350

Observation c565bd37-5849-485c-ae30-cab712337738 · outbound

This paper cites First-principles phonon calculations with phonopy and phono3py.J.

PhononScore: a phonon-aware scoring function for dynamical stability First-principles phonon calculations with phonopy and phono3py.J

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T06:06:50.541639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-07-10T06:06:10.694903Z digest=sha256:77edede5835d9c63f93f522192932fa10bff7e6fc6940387e7c8de1b09096c27

Observation 5ecc247c-87f2-4685-8adb-6e6eda3864f4 · outbound

This paper cites Implementation strategies in phonopy and phono3py.J.

PhononScore: a phonon-aware scoring function for dynamical stability Implementation strategies in phonopy and phono3py.J

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T06:06:50.612993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-07-10T06:06:10.694903Z digest=sha256:e78f876af2ac79652dfb9aa9ef49aae1359b0044cdb5598b3b805da7a72ae64e

Observation f6797343-d7b0-4563-8917-903c822ee547 · outbound

This paper cites an unresolved cited work.

PhononScore: a phonon-aware scoring function for dynamical stability Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-07-10T06:06:50.602029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-07-10T06:06:10.694903Z digest=sha256:c554d80eb4723f5c4ece8e6fb5dd4df821172cb463ba77d1f195071f3e8653a4

Observation ea9b0497-3e15-4cf4-8189-d7bf370674f9 · outbound

This paper cites an unresolved cited work.

PhononScore: a phonon-aware scoring function for dynamical stability Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-07-10T06:06:50.596535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-07-10T06:06:10.694903Z digest=sha256:22b71198516c2c3f8f89e00179ccb2d3220b55d62a55a9cbf6de3141e2e9180a

Observation 106f0b34-5bb1-4a31-b63b-73485f145045 · outbound

This paper cites an unresolved cited work.

PhononScore: a phonon-aware scoring function for dynamical stability Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-07-10T06:06:50.581347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-07-10T06:06:10.694903Z digest=sha256:f408c78b6b2b511bde82fc4874fd26cc6f92b756aac1c58e4253170eeb3fd7c7

Observation 50aa899e-2e08-4e00-a8ed-962b5bb0e77d · outbound

This paper cites an unresolved cited work.

PhononScore: a phonon-aware scoring function for dynamical stability Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-07-10T06:06:50.591753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-07-10T06:06:10.694903Z digest=sha256:f24b1a862e5f28e1e24302e3826853d37335bc5dcc09ae291021494a08258aba

Observation 80465f74-6857-403b-aed8-83e4cbe37326 · outbound

This paper cites an unresolved cited work.

PhononScore: a phonon-aware scoring function for dynamical stability Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-07-10T06:06:50.598686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-07-10T06:06:10.694903Z digest=sha256:89f227c8485d9b75604114c910120bb6f7ee6cf041b1cbad408c66209ac43b4a

Observation cd46cf9f-1f85-445a-b17c-0b19c583610b · outbound

This paper cites an unresolved cited work.

PhononScore: a phonon-aware scoring function for dynamical stability Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-07-10T06:06:50.606459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-07-10T06:06:10.694903Z digest=sha256:e218e903aaa41f7f7874adf06514fe7f049604d6c325665010aa81c0c5e38ef6

Observation 5d08a458-3ce4-4601-9339-620d656a8a20 · outbound

This paper cites an unresolved cited work.

PhononScore: a phonon-aware scoring function for dynamical stability Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-07-10T06:06:50.600490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-07-10T06:06:10.694903Z digest=sha256:e87769ebdb1b8d19841bcafaed8731a7c6e8b54fbe9596fa847f0b7f972496f6

Observation 69a73f5e-e455-4c8f-a134-b5e0888f276d · outbound

This paper cites an unresolved cited work.

PhononScore: a phonon-aware scoring function for dynamical stability Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-07-10T06:06:50.625677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-07-10T06:06:10.694903Z digest=sha256:7e204dd14f5b88e51f2cf690f3af10c247aadd90559d4d7a0af69b2a937da468

Observation 2bb54625-684c-4849-b2aa-59f5b79b110f · outbound

This paper cites an unresolved cited work.

PhononScore: a phonon-aware scoring function for dynamical stability Unresolved cited work

Reference 47

Resolution
malformed identifier
raw_fallback, observed 2026-07-10T06:06:50.575608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-07-10T06:06:10.694903Z digest=sha256:75ce71b174fd7056f28c4a74cdb340f9fbc45fd5f308f5b97bbcc3be3e4576e0

Pith citing papers

No inbound Pith citation observations are available.