Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-03T01:06:05.356121Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 64 of 64 outbound references and 1 inbound Pith citation observation for arXiv:2602.11216.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-03T01:06:05.356121Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-12T02:29:52.764344Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T02:28:24.338817Z
64 of 64 outbound references displayed
External citation measurements
0
pith, observed 2026-08-05T02:28:24.338817Z
Observation fd260331-b7e6-4bdf-8cc3-ade8e14322a9 · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators write newline
Reference 1
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Observation 610d28eb-0153-4e9f-9188-c5dd4cd3b729 · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators D., Doucet, A., Bronstein, M
Reference 2
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Unavailable: canonical work link unavailable.
Observation e2b56bb9-076c-49cd-8946-f664f1869b86 · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators Unresolved cited work
Reference 3
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Unavailable: canonical work link unavailable.
Observation 0a76121d-0c47-4673-b334-cb99d4c6de42 · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators Kinetic analysis of folding and unfolding the 56 amino acid igg-binding domain of streptococcal protein g
Reference 4
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Unavailable: canonical work link unavailable.
Observation 5ff28f71-8122-4bc2-9a84-f87af7823dc4 · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators Pytorch 2: Faster machine learning through dynamic python bytecode transformation and graph compilation
Reference 5
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Observation 3ffe4070-e1ec-440f-98a1-f3fbb8ab41db · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators U ber die reaktionsgeschwindigkeit bei der inversion von rohrzucker durch s \
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Unavailable: canonical work link unavailable.
Observation d4de0a02-578e-4c2b-aa07-9c67693f5ab0 · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators Two for one: Diffusion models and force fields for coarse-grained molecular dynamics
Reference 7
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Unavailable: canonical work link unavailable.
Observation c2ccbbce-3650-4ca7-a5d4-5eb6dbe5782d · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators Unresolved cited work
Reference 8
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Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators Unresolved cited work
Reference 9
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Unavailable: canonical work link unavailable.
Observation 9f51de2f-db78-4933-8fdc-9ffcaa0659a2 · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators Unresolved cited work
Reference 10
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Unavailable: canonical work link unavailable.
Observation cf2a58a3-ec5d-406c-9d74-4a5361bd4835 · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators P., Davidson, D., Saremi, S., Rackers, J., and Kleinhenz, J
Reference 11
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Unavailable: canonical work link unavailable.
Observation 13067e0a-7628-48f5-a131-7bccca64c85b · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators V., Atance, S
Reference 12
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Unavailable: canonical work link unavailable.
Observation 992fce41-89c2-4156-b10e-99c6a4ed3333 · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators V., Schreiner, M., and Olsson, S
Reference 13
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Unavailable: canonical work link unavailable.
Observation 66273db1-dec4-437b-b5b8-af0a71c5bad5 · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators V., Schreiner, M
Reference 14
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Unavailable: canonical work link unavailable.
Observation 57723f2a-c55f-406b-b9e3-6e9f4a645a2c · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators Esm cambrian: Revealing the mysteries of proteins with unsupervised learning, 2024
Reference 15
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Unavailable: canonical work link unavailable.
Observation d30ae14d-755f-4e36-a003-596911b511ae · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators K., Brock, K., Gal, Y., and Marks, D
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 764405aa-141d-4794-a29b-1d77bc936549 · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators M., Bengtsen, T., Olsen, L., Lindorff-Larsen, K., Ferkinghoff-Borg, J., and Boomsma, W
Reference 17
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Unavailable: canonical work link unavailable.
Observation 95d511c0-85b7-4ac7-a74d-288c22c1fa09 · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators J., Olsen, B., and Jaakkola, T
Reference 18
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Unavailable: canonical work link unavailable.
Observation 1bcf7e5a-8f65-4c15-bbb1-5222cd8d02cc · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators Proteina: Scaling flow-based protein structure generative models
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 36f77db5-bb71-4257-b6d9-e8665377c9da · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 20
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Unavailable: canonical work link unavailable.
Observation f227f6e2-3314-4a11-a431-7d4f5f2f010e · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators J., Oktay, D., Lin, Z., Verkuil, R., Tran, V
Reference 21
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Unavailable: canonical work link unavailable.
Observation b767e513-00b9-4fee-8b72-22b257b26a60 · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators Markov field models: Scaling molecular kinetics approaches to large molecular machines
Reference 22
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Unavailable: canonical work link unavailable.
Observation d3b99527-1f01-410f-a608-b6a4dc6f6eee · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators and Feig, M
Reference 23
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Unavailable: canonical work link unavailable.
Observation a5b4743c-059c-4152-b582-16de8275792a · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators Torsional diffusion for molecular conformer generation
Reference 24
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Unavailable: canonical work link unavailable.
Observation d589908e-d18c-4e01-aaa7-73fb4b308b00 · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators Generative modeling of molecular dynamics trajectories
Reference 25
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Unavailable: canonical work link unavailable.
Observation f5100615-ce48-4253-b07a-8e13ccc09269 · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators and No\' e , F
Reference 26
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Unavailable: canonical work link unavailable.
Observation f0900ec6-2a70-4f2d-9aed-3c23601ce57a · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators Timewarp: Transferable acceleration of molecular dynamics by learning time-coarsened dynamics
Reference 27
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Unavailable: canonical work link unavailable.
Observation 72bd59bb-5df4-469b-a034-0e6a887762e6 · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators B., Osmark, P., Neergaard, T
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 843221d8-475e-4415-be5e-8b5a9852cf14 · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators Unresolved cited work
Reference 29
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Unavailable: canonical work link unavailable.
Observation 8bd5c647-7e3a-48f5-af39-5b7108affaab · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators Y., Satorras, V
Reference 30
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Unavailable: canonical work link unavailable.
Observation 3883330b-a78d-4dc0-9747-4c6009a98ba8 · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators Out of Many, One: Designing and Scaffolding Proteins at the Scale of the Structural Universe with Genie 2
Reference 31
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Unavailable: canonical work link unavailable.
Observation d2298985-c993-4882-9fc7-f4b9d8be5110 · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators Evolutionary-scale prediction of atomic-level protein structure with a language model
Reference 32
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Unavailable: canonical work link unavailable.
Observation 8990b1e1-58ec-468f-ab86-623ae6ff9928 · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators O., and Shaw, D
Reference 33
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Unavailable: canonical work link unavailable.
Observation e18ba3c6-6ba0-4748-9a1f-1134861dc591 · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators Unresolved cited work
Reference 34
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Unavailable: canonical work link unavailable.
Observation 2ca2ff25-3dd9-4ff0-869a-7ecbdf8e8026 · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators Flow straight and fast: Learning to generate and transfer data with rectified flow
Reference 35
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Unavailable: canonical work link unavailable.
Observation ed64c2ad-da9d-4ce2-b4a3-adbc66173857 · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators Vampnets for deep learning of molecular kinetics
Reference 36
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Unavailable: canonical work link unavailable.
Observation bc4b83b7-a450-419e-bb00-942e95e35e09 · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators Language models enable zero-shot prediction of the effects of mutations on protein function
Reference 37
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Unavailable: canonical work link unavailable.
Observation e4b0bc9e-2e8a-4983-a583-cdea0b6a1ad5 · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators mdcath: A large-scale md dataset for data-driven computational biophysics
Reference 38
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Unavailable: canonical work link unavailable.
Observation dc2e718d-d6b9-4d31-b061-512b7a996a3a · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators Thermodynamic interpolation: A generative approach to molecular thermodynamics and kinetics
Reference 39
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Unavailable: canonical work link unavailable.
Observation 669c71fc-698a-4cd8-acfb-16cc5c5dda1a · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators H., Brotzakis, Z
Reference 40
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Unavailable: canonical work link unavailable.
Observation c4230708-b462-45d0-aeaf-76f9e933c304 · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators Flow matching for accelerated simulation of atomic transport in crystalline materials
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4215cb13-fa23-47ad-844e-ca4bc0cefe1b · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators Boltzmann generators: Sampling equilibrium states of many-body systems with deep learning
Reference 42
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Unavailable: canonical work link unavailable.
Observation 2b8c3b27-8426-4e72-92a6-aa331dbd2df0 · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators G., Pérez-Hernández, G., Mey, A
Reference 43
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Unavailable: canonical work link unavailable.
Observation 51ab45ce-fae5-481d-aaab-92f714af713e · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators and No \'e , F
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5cd5f256-9c98-46a6-89c6-66169c18d61f · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators Identification of slow molecular order parameters for markov model construction
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f9614f13-c62e-4b16-8ecc-b8bba34744bc · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators Unresolved cited work
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2e251582-bc9b-4c23-b176-4fdac1bd914b · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators Consistent sampling and simulation: Molecular dynamics with energy-based diffusion models
Reference 48
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Unavailable: canonical work link unavailable.
Observation 34798277-2797-45e9-94f8-517fc429128f · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators D., Sch \"u tte, C., and No \'e , F
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 662c86ba-bf7b-4228-ad6c-52ee6b5dc8b3 · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators D., Noé, F., and Olsson, S
Reference 50
Source-reported events for the cited work
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Observation 24c2699f-50e7-48b1-9dfc-22c21c655592 · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators and Weber, M
Reference 51
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Unavailable: canonical work link unavailable.
Observation 0c076264-64c7-40f1-8d45-3aa22f912369 · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators Unresolved cited work
Reference 52
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Unavailable: canonical work link unavailable.
Observation 2c275d04-707e-48d6-81b9-f8dc9bba4049 · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators Efficient mapping of phase diagrams with conditional boltzmann generators
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 76235c7b-9663-42cc-85c6-7a350980e82a · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators and Schmid, F
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7bdbc707-d77f-4434-868a-504b18b594ab · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators Implicit transfer operator learning: Multiple time-resolution models for molecular dynamics
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 711f96d1-0e1a-4c77-a1d2-45b76d3e971b · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators B., Bose, J., Lin, C., Klein, L., Bronstein, M
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ed98986-3f69-4399-9d01-7d76da0dbc38 · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators Unresolved cited work
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6ee68f9d-5a28-4f01-bfb1-10b500613a21 · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators Alphafold protein structure database: massively expanding the structural coverage of protein-sequence space with high-accuracy models
Reference 58
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Unavailable: canonical work link unavailable.
Observation 18592508-c375-4f3e-910f-bbc6a962cbe1 · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators N., Kaiser, ., and Polosukhin, I
Reference 59
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Unavailable: canonical work link unavailable.
Observation c2c18d51-36d5-43a4-8bd9-54982af32561 · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators R., Zavadlav, J., Praprotnik, M., and Koumoutsakos, P
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 58a628fd-e714-4446-a8b7-45128c6de58b · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators J., and Raleigh, D
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 29341d65-99f6-4372-a84d-6fbbb7cc588e · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators Energy-based diffusion generator for efficient sampling of boltzmann distributions
Reference 62
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c8a1d7ad-26da-4812-aeac-11af57a2feeb · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators and Noé, F
Reference 63
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1b375ed9-3426-4e12-99fe-eb1c3bc34e93 · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators Projected metastable markov processes and their estimation with observable operator models
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e6527473-18d0-4f04-bf10-0f23658b0e86 · outbound
Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators and Bowman, G
Reference 65
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Unavailable: canonical work link unavailable.
Observation b610b416-be66-4be8-8a43-475f03a76151 · inbound
Design-CP: Context Parallelism for Design of Protein Nanoparticles Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators
Reference 108
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.