Paper Citation Record · LEDGER

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks

As of 13 August 2026, this Paper Citation Record lists 69 of 69 outbound references and 3 inbound Pith citation observations for arXiv:2411.18121.

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

pith.paper-citation-record.v1
2411.18121 v1

Coverage vector

measured 69 of 69 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T11:33:34.070900Z

measured 72 of 72 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:52:54.805435Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T14:10:29.534432Z

Reference resolution

69 of 69 outbound references displayed

verified exact4
verified fuzzy36
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e2a3492c-83f7-4d2f-baf7-5ed118879b95 · outbound

This paper cites F.; Berendsen, H.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks F.; Berendsen, H

Reference 1

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This paper cites an unresolved cited work.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks Unresolved cited work

Reference 2

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Observation 048a41f3-8b46-41b9-ac73-7041094f26df · outbound

This paper cites D.; McCammon, J.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks D.; McCammon, J

Reference 3

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Observation 53836b42-3f34-459a-a5c9-8e6c286ba419 · outbound

This paper cites an unresolved cited work.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks Unresolved cited work

Reference 4

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Observation 8624ac15-6717-4cf2-b427-db32a3a12372 · outbound

This paper cites L.; Blondel, A.; Boittier, E.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks L.; Blondel, A.; Boittier, E

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:33:36.216870Z

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Observation 8d306c05-dc26-4c66-b4a8-923cb5ed3845 · outbound

This paper cites utt, K. T.; Tkatchenko, A.; M\.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks utt, K. T.; Tkatchenko, A.; M\

Reference 6

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Observation ae5f51ce-a47f-4010-9770-cd0613b8afd0 · outbound

This paper cites a ser, S.; Vazquez-Salazar, L. I.; Meuwly, M.; T \.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks a ser, S.; Vazquez-Salazar, L. I.; Meuwly, M.; T \

Reference 7

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Observation b819d020-1460-4688-b654-2e08db465d81 · outbound

This paper cites L.; Bowman, J.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks L.; Bowman, J

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:33:36.069533Z

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Observation 28a5adce-1bc0-4e03-83af-1f06ad98226a · outbound

This paper cites On the design space between molecular mechanics and machine learning force fields.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks On the design space between molecular mechanics and machine learning force fields

Reference 9

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Observation bdc5f72f-148d-44d6-8b74-b8444fbc8911 · outbound

This paper cites Computational invariant theory; Springer, 2015.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks Computational invariant theory; Springer, 2015

Reference 10

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Observation 8f352d7b-5e52-4355-b69e-602ec6c4e5ea · outbound

This paper cites G.; Pearlmutter, B.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks G.; Pearlmutter, B

Reference 11

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Observation 3179bc96-7650-40f7-8c02-0cf0f726b2b5 · outbound

This paper cites S.; von Lilienfeld, O.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks S.; von Lilienfeld, O

Reference 12

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Observation f52ef022-3688-4eb5-a376-241f1f8120d0 · outbound

This paper cites A numerical study on learning curves in stochastic multilayer feedforward networks.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks A numerical study on learning curves in stochastic multilayer feedforward networks

Reference 13

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Observation dea8edc0-0675-4dd9-b83a-984c740507d0 · outbound

This paper cites an unresolved cited work.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks Unresolved cited work

Reference 14

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Observation eecb07da-58d2-447c-b5e6-20e6dfefd375 · outbound

This paper cites S.; Von Lilienfeld, O.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks S.; Von Lilienfeld, O

Reference 15

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Observation abeeeb13-ce62-499c-adbb-e59151241346 · outbound

This paper cites T.; Meuwly, M.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks T.; Meuwly, M

Reference 16

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Observation 8ca0c7f9-29e4-4a29-ac44-1104090020e7 · outbound

This paper cites Permutationally invariant, reproducing kernel-based potential energy surfaces for polyatomic molecules: From formaldehyde to acetone.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks Permutationally invariant, reproducing kernel-based potential energy surfaces for polyatomic molecules: From formaldehyde to acetone

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:33:35.972952Z

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Observation ec3f9b97-6164-4fe8-bf3f-285dfe2ddd13 · outbound

This paper cites A.; Christensen, A.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks A.; Christensen, A

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:33:35.859798Z

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Observation 538a7587-4657-4404-bd41-bb0f6d470f56 · outbound

This paper cites J.; Chmiela, S.; Cui, M.; Frank, J.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks J.; Chmiela, S.; Cui, M.; Frank, J

Reference 19

Resolution: verified exact; doi, observed 2026-08-12T11:33:34.145676Z

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Observation 454d27c8-d9ef-40b6-987c-7dd42bac0353 · outbound

This paper cites J.; Chmiela, S.; Cui, M.; Frank, J.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks J.; Chmiela, S.; Cui, M.; Frank, J

Reference 20

Resolution: verified exact; doi, observed 2026-08-12T11:33:34.131377Z

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Observation bfc44cc6-de56-4fd0-99fe-2d1078f6b867 · outbound

This paper cites F.; Moore, C.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks F.; Moore, C

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:33:35.795210Z

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Observation 9dc5c42c-e184-4c40-856d-7360a494db8f · outbound

This paper cites an unresolved cited work.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks Unresolved cited work

Reference 22

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Observation 1c6bf418-8af6-47fe-af2c-74954297acdc · outbound

This paper cites C.; Nelson Jr, D.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks C.; Nelson Jr, D

Reference 23

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Observation 08a69cf3-6013-4d5d-90db-dc603d67fe08 · outbound

This paper cites D.; Meuwly, M.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks D.; Meuwly, M

Reference 24

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Observation bae44cb5-c207-4b67-8eee-0f408401627c · outbound

This paper cites Quantum corrections to classical time-correlation functions: Hydrogen bonding and anharmonic floppy modes.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks Quantum corrections to classical time-correlation functions: Hydrogen bonding and anharmonic floppy modes

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:33:35.746586Z

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Observation df298c91-212d-4173-82f0-814c5737790b · outbound

This paper cites H.; Mortensen, J.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks H.; Mortensen, J

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:33:35.733398Z

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Observation 57ffce11-5432-4283-b85c-2a0e68d751c5 · outbound

This paper cites Bibliographic review and new measurements of the infrared band strengths of pure molecules at 25 K: H _2 O, CO _2 , CO, CH _4 , NH _3 , CH _3 OH, HCOOH and H _2 CO.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks Bibliographic review and new measurements of the infrared band strengths of pure molecules at 25 K: H _2 O, CO _2 , CO, CH _4 , NH _3 , CH _3 OH, HCOOH and H _2 CO

Reference 27

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Observation 8ece0c69-a505-49fa-97c9-234df6fe0363 · outbound

This paper cites T.; Meuwly, M.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks T.; Meuwly, M

Reference 28

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Observation 552233be-b465-4332-ba91-fc656993437f · outbound

This paper cites A.; Barletta, P.; Harris, G.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks A.; Barletta, P.; Harris, G

Reference 29

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The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks Unresolved cited work

Reference 30

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This paper cites an unresolved cited work.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks Unresolved cited work

Reference 31

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Observation 9702bdc8-92f6-4283-ae58-1249b194a18b · outbound

This paper cites P.; Reich, D.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks P.; Reich, D

Reference 32

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Observation 6432c7a5-9209-43af-8432-ac3ece164f9b · outbound

This paper cites P.; Vazquez-Salazar, L.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks P.; Vazquez-Salazar, L

Reference 33

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Observation 7b7e4651-e69f-4a97-8c7a-0669026cd565 · outbound

This paper cites Feshbach Resonances in Cold Collisions: Benchmarking State of the Art ab initio Potential Energy Surfaces.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks Feshbach Resonances in Cold Collisions: Benchmarking State of the Art ab initio Potential Energy Surfaces

Reference 34

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Observation 28a71de8-85b4-4f07-838c-726bd30f3081 · outbound

This paper cites T.; DeBlase, A.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks T.; DeBlase, A

Reference 35

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Observation 2085c3cd-4a88-47ad-abe7-32f996c8d991 · outbound

This paper cites Vibrational spectroscopy and proton transfer dynamics in protonated oxalate.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks Vibrational spectroscopy and proton transfer dynamics in protonated oxalate

Reference 36

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Observation b2bb251b-5535-4671-ba64-b3cf9cc028cd · outbound

This paper cites T.; Meuwly, M.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks T.; Meuwly, M

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:33:35.464884Z

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Observation d4e5fe0b-cbbd-49a0-8d52-4b87cfb447b2 · outbound

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The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks Unresolved cited work

Reference 38

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Observation c6c7fe61-4fc4-4160-8ba8-74255b909b85 · outbound

This paper cites The role of Occam's razor in knowledge discovery.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks The role of Occam's razor in knowledge discovery

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:33:35.438631Z

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Observation d617979b-4151-4ba8-942a-cd98305416dd · outbound

This paper cites Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Reference 40

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Observation 4ecd7bba-ccb0-4d9d-bac9-6c2d182d4d12 · outbound

This paper cites EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks

Reference 41

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Observation 28d1c9d4-0b74-445d-ac61-396f1437da66 · outbound

This paper cites Probing the effects of broken symmetries in machine learning.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks Probing the effects of broken symmetries in machine learning

Reference 42

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Observation 1dee8534-9fbc-46b9-856c-3a35d2d99467 · outbound

This paper cites C.; Bemish, R.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks C.; Bemish, R

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:33:35.425548Z

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Observation 33f7c9fd-ac1e-415a-95ab-a71ff83753b4 · outbound

This paper cites J.; Meuwly, M.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks J.; Meuwly, M

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:33:35.356539Z

Source-reported events for the cited work

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Observation 0801dbf1-0097-41ef-9857-c533997e71fb · outbound

This paper cites S.; Isayev, O.; Roitberg, A.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks S.; Isayev, O.; Roitberg, A

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-12T11:33:33.663881Z

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Observation af7988bd-7ca6-4502-b5f2-c2654eaca7c9 · outbound

This paper cites u tz , M.; Celani, P.; Gy\.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks u tz , M.; Celani, P.; Gy\

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-12T11:33:33.667503Z

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Observation 88a89229-140e-4781-880b-b71a7b34a831 · outbound

This paper cites GFN2-xTB—An accurate and broadly parametrized self-consistent tight-binding quantum chemical method with multipole electrostatics and density-dependent dispersion contributions.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks GFN2-xTB—An accurate and broadly parametrized self-consistent tight-binding quantum chemical method with multipole electrostatics and density-dependent dispersion contributions

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-12T11:33:33.671299Z

Source-reported events for the cited work

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Observation 75530728-3a8d-433a-a4ed-ab531dea4371 · outbound

This paper cites Introduction to the diffusion Monte Carlo method.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks Introduction to the diffusion Monte Carlo method

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-12T11:33:33.675167Z

Source-reported events for the cited work

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Observation 97753cec-724e-47ae-8624-1bf26e65c6d2 · outbound

This paper cites Transfer learned potential energy surfaces: accurate anharmonic vibrational dynamics and dissociation energies for the formic acid monomer and dimer.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks Transfer learned potential energy surfaces: accurate anharmonic vibrational dynamics and dissociation energies for the formic acid monomer and dimer

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-12T11:33:33.731215Z

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Observation 3b826bcd-50c4-4f84-b2a3-ca117bec59ef · outbound

This paper cites Adam: A Method for Stochastic Optimization.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks Adam: A Method for Stochastic Optimization

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-12T11:33:33.810770Z

Source-reported events for the cited work

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Observation fcd8f989-962c-4679-b28e-84b940bf6095 · outbound

This paper cites Neural Networks: Tricks of the trade; Springer, 2002; pp 55--69.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks Neural Networks: Tricks of the trade; Springer, 2002; pp 55--69

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:33:35.277248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4bf8dcdd-df10-4e45-8779-67d21fec3987 · outbound

This paper cites an unresolved cited work.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:33:35.265818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d836cd78-ddc8-4c10-acb1-4f49164c1c28 · outbound

This paper cites W.; Behler, J.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks W.; Behler, J

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:33:35.252626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 6f797d64-b639-4b40-a1c7-29c5fb0fa21e · outbound

This paper cites Generalized neural-network representation of high-dimensional potential-energy surfaces.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks Generalized neural-network representation of high-dimensional potential-energy surfaces

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-12T11:33:33.836827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8026fec8-1f58-4849-8efb-ecb999e8ee91 · outbound

This paper cites an unresolved cited work.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:33:35.233163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 439156a9-1696-487a-be5c-48289921f0e6 · outbound

This paper cites V.; Acioli, P.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks V.; Acioli, P

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:33:35.156664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4ffc1e1d-d87b-41ed-ad87-2abd14a9cd73 · outbound

This paper cites T.; Le, H.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks T.; Le, H

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:33:35.146102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 555c4978-249f-433c-bbc9-241865065172 · outbound

This paper cites Permutation invariant polynomial neural network approach to fitting potential energy surfaces.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks Permutation invariant polynomial neural network approach to fitting potential energy surfaces

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:33:35.103106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a6c75c96-f1f7-4d57-83bf-e36737b0d83d · outbound

This paper cites an unresolved cited work.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks Unresolved cited work

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-12T11:33:33.868121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fbe2b60-bb77-433e-a5b3-55ed8d69b00e · outbound

This paper cites J.; Bowman, J.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks J.; Bowman, J

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:33:34.936743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d3e2982e-5707-46c3-9bd7-6be64489b24b · outbound

This paper cites an unresolved cited work.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks Unresolved cited work

Reference 61

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:33:34.893637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 1e576541-996c-4a2f-8ad1-8962a8ab090c · outbound

This paper cites M.; Czako, G.; Fu, B.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks M.; Czako, G.; Fu, B

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:33:34.881140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d0e9ccb3-4216-4918-b8d1-3659374feac8 · outbound

This paper cites Theory of reproducing kernels.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks Theory of reproducing kernels

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:33:34.868039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 32ba10b3-144d-4a5e-8285-4d881ebf5753 · outbound

This paper cites A general method for constructing multidimensional molecular potential energy surfaces from ab initio calculations.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks A general method for constructing multidimensional molecular potential energy surfaces from ab initio calculations

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:33:34.854740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ac6cb9a6-a985-464b-ae36-236cc532d362 · outbound

This paper cites C.; Koner, D.; Schwilk, M.; Bemish, R.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks C.; Koner, D.; Schwilk, M.; Bemish, R

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:33:34.842850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4a77eb13-618d-4b86-8a2e-b5204b70ca89 · outbound

This paper cites Formation and Stabilization of Ground and Excited-State Singlet O _2 upon Recombination of ^3 P Oxygen on Amorphous Solid Water.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks Formation and Stabilization of Ground and Excited-State Singlet O _2 upon Recombination of ^3 P Oxygen on Amorphous Solid Water

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:33:34.828118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d7fe6da6-11ed-4512-bdd2-87ba88937077 · outbound

This paper cites an unresolved cited work.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks Unresolved cited work

Reference 67

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:33:34.735225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4fa0b5e3-ffc4-494e-a7b5-5427fcf85e17 · outbound

This paper cites an unresolved cited work.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks Unresolved cited work

Reference 68

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:33:34.603464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7fdd8cb7-b43d-45e9-ad0a-07926cc02f57 · outbound

This paper cites error floor.

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks error floor

Reference 69

Resolution: verified exact; raw_fallback, observed 2026-08-12T11:33:34.281402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Pith citing papers

Observation 9b6e74a8-e9f8-4371-92c9-2bbbe0b7f6b2 · inbound

Towards Large-Scale Condensed Phase Simulations using Machine Learned Energy Functions cites this paper.

Towards Large-Scale Condensed Phase Simulations using Machine Learned Energy Functions The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T21:52:54.805435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da1d2606-eeb9-46fd-943e-655f681be793 · inbound

Dynamics of Protonated Oxalate from Machine-Learned Simulations and Experiment: Infrared Signatures, Proton Transfer Dynamics and Tunneling Splittings cites this paper.

Dynamics of Protonated Oxalate from Machine-Learned Simulations and Experiment: Infrared Signatures, Proton Transfer Dynamics and Tunneling Splittings The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-05T22:47:34.685295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5885d1fe-8d02-4840-8807-cc903f922aea · inbound

Fidelity of Machine Learned Potentials: Quantitative Assessment for Protonated Oxalate cites this paper.

Fidelity of Machine Learned Potentials: Quantitative Assessment for Protonated Oxalate The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-05-10T14:10:29.536891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.