Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T16:07:47.171435Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 64 of 64 outbound references and 0 inbound Pith citation observations for arXiv:2508.19015.
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 2026-08-05T16:07:47.171435Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
64 of 64 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 9950635c-d5c8-4bb5-8af8-a109bb618993 · outbound
Learning with springs and sticks Quantifying the Carbon Emissions of Machine Learning
Reference 1
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Observation dc740246-1d8d-4ac3-bbc6-c84d185ff15d · outbound
Learning with springs and sticks Energy and Policy Considerations for Deep Learning in NLP
Reference 2
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Observation 2225b56e-88c4-4c7f-9cc3-b29be0467c51 · outbound
Learning with springs and sticks LLMCarbon: Modeling the End-to-End Carbon Footprint of Large Language Models
Reference 3
Source-reported events for the cited work
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Observation d7f917fe-73c6-4547-b339-bc044d28a801 · outbound
Learning with springs and sticks Deep Unsupervised Learning using Nonequilibrium Thermodynamics
Reference 4
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Observation b0992791-13c4-4594-a16c-de15054df471 · outbound
Learning with springs and sticks Denoising Diffusion Probabilistic Models
Reference 5
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Unavailable: canonical work link unavailable.
Observation e0fc5c76-4cbe-49e0-ad23-5176931ba640 · outbound
Learning with springs and sticks Neural networks and physical systems with emergent collective computational abilities
Reference 6
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Observation 677e9e58-06e7-4a67-b2c2-2159cdb49626 · outbound
Learning with springs and sticks A learning algorithm for Boltzmann machines
Reference 7
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Observation 555ee69d-07cc-4aa7-a3f2-2272251e1b26 · outbound
Learning with springs and sticks A fast learning algorithm for deep belief nets
Reference 8
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Observation dd84373b-7a25-4beb-a9c4-c8a52595e420 · outbound
Learning with springs and sticks A tutorial on energy-based learning
Reference 9
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Observation 07fdac28-bc00-4ea3-bef1-618febcb4550 · outbound
Learning with springs and sticks GenPhys: From Physical Processes to Generative Models
Reference 10
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Observation 4b6d49cf-0741-4cab-a018-9e5e411006fa · outbound
Learning with springs and sticks Neural Thermodynamic Integration: Free Energies from Energy- Based Diffusion Models
Reference 11
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Observation 97797100-54da-45fd-be7e-92f86d96c4e8 · outbound
Learning with springs and sticks adaline
Reference 12
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Observation 7762f7fc-4aab-4565-a68c-1c2a2ad63086 · outbound
Learning with springs and sticks “Neural” computation of decisions in optimization problems
Reference 13
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Observation 5110a4f8-53e7-4849-96b5-0782178fcd07 · outbound
Learning with springs and sticks Neuromorphic electronic systems
Reference 14
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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9eddd4db-5a54-4036-a0bf-fda72291cbb2 · outbound
Learning with springs and sticks A Survey of Neuromorphic Computing and Neural Networks in Hardware
Reference 15
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Observation 5cf44bc2-fae4-433a-b9b7-e1790e353486 · outbound
Learning with springs and sticks Memristive crossbar arrays for brain-inspired computing
Reference 16
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Observation 128a1d53-9b3f-4c39-b4a2-d1ccf0c68675 · outbound
Learning with springs and sticks Deep physical neural networks trained with backpropagation
Reference 17
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Observation 517147c0-6c20-47ee-b05e-cb21910e26e8 · outbound
Learning with springs and sticks Photonic machine learning with on-chip diffractive optics
Reference 18
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Observation a0e013fc-6103-4acf-a9ef-b34269121bf3 · outbound
Learning with springs and sticks Training of Physical Neural Networks
Reference 19
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Unavailable: canonical work link unavailable.
Observation d274bce5-7175-467e-9546-a93418e05579 · outbound
Learning with springs and sticks Thermodynamic AI and the fluctuation frontier
Reference 20
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Unavailable: canonical work link unavailable.
Observation 6f950ba0-b4b1-41ad-801d-a140b255417b · outbound
Learning with springs and sticks Thermodynamic Computing System for AI Applications
Reference 21
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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 23b73b7a-7f92-46c1-ab13-b7da184d5c2d · outbound
Learning with springs and sticks Analog VLSI implementation of neural systems
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ba1653ba-9dd2-4888-aef5-b2a70998bf5f · outbound
Learning with springs and sticks An artificial spiking quantum neuron
Reference 23
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Observation eaa6f2e6-0674-4cac-9817-a9d92f76aa98 · outbound
Learning with springs and sticks Nanosecond protonic programmable resistors for analog deep learning
Reference 24
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Observation 9288efb0-e502-4447-bbd7-71dcd55865e8 · outbound
Learning with springs and sticks The mathematical mechanic: using physical reasoning to solve problems
Reference 25
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Observation 422d5602-792a-4a40-902b-7a247478d4c0 · outbound
Learning with springs and sticks Least Squares as Springs
Reference 26
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Observation 5e9173ae-ef8c-441e-b076-63dad62391bf · outbound
Learning with springs and sticks Optimization by simulated annealing
Reference 27
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Observation 72ef78b1-40d4-4954-9cbc-a93f8624f91d · outbound
Learning with springs and sticks A quantum adiabatic evolution algorithm applied to random instances of an NP-complete problem
Reference 28
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Observation 59fefa89-0d2c-4083-a611-c1f298ef5284 · outbound
Learning with springs and sticks Environment-assisted quantum transport
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b6656fbe-2247-4472-8c6c-f8003345428e · outbound
Learning with springs and sticks Adiabatic quantum computation
Reference 30
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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1d8e9b90-74e4-4c78-9e70-9548e4453843 · outbound
Learning with springs and sticks Nonequilibrium equality for free energy differences
Reference 31
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Observation 38836ed6-308b-488b-865a-ab62e423c08a · outbound
Learning with springs and sticks Mathematical methods of classical mechanics
Reference 32
Source-reported events for the cited work
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Observation 4f171bbc-c102-4017-91fc-0fa4a141e10e · outbound
Learning with springs and sticks Adaptive mixtures of local experts
Reference 33
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Observation 6ebe8f46-3057-476e-9127-7144dddc846b · outbound
Learning with springs and sticks Sparse grids
Reference 34
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Observation 74ffd657-5bbe-4315-835d-703e15cb5c9b · outbound
Learning with springs and sticks Introduction to algorithms
Reference 35
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Observation 39d8b76c-65d2-402b-8730-998cd9a8c3fb · outbound
Learning with springs and sticks Irreversibility and generalized noise
Reference 36
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Observation 5bed1316-8919-476e-be81-da85f9df5514 · outbound
Learning with springs and sticks Statistical-mechanical theory of irreversible processes. I. General theory and simple applications to magnetic and conduction problems
Reference 37
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Observation 28c4f364-4e6a-4b6f-b142-ce7ac3e3f884 · outbound
Learning with springs and sticks Stochastic thermodynamics, fluctuation theorems and molecular machines
Reference 38
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Observation e162d38e-1a95-47e3-bafa-d200c05064ec · outbound
Learning with springs and sticks Energy spectrum of a Langevin oscillator
Reference 39
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Observation 6720dfa4-b25d-462a-931b-d9c835d2e5ce · outbound
Learning with springs and sticks Stochastic Thermodynamics: An Introduction
Reference 40
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Observation e9f5e0a2-5128-46a5-bc8c-917a537b943c · outbound
Learning with springs and sticks A stochastic approximation method
Reference 41
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Observation d0e9e0b2-ab38-4fc5-a26c-4c99c7f2f010 · outbound
Learning with springs and sticks Optimization Methods for Large-Scale Machine Learning
Reference 42
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Observation 702043a2-4969-47f5-86e5-216eba0e469d · outbound
Learning with springs and sticks Continuous time analysis of momentum methods
Reference 43
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Observation 691f8c96-f1a1-4921-b43e-8a08715eccac · outbound
Learning with springs and sticks Stochastic differential equations
Reference 44
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Observation 8d853b8d-e9bf-4c52-8476-0ca584946329 · outbound
Learning with springs and sticks Brownian motion and stochastic calculus
Reference 45
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Observation f627d08f-9c1c-4366-b4bb-6a60a80b7368 · outbound
Learning with springs and sticks Scalable gradients for stochastic differential equations
Reference 46
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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d8e27d39-8641-400c-bf23-38d8ff34486e · outbound
Reference 47
Source-reported events for the cited work
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Observation 7caaa8b7-dd1e-49a7-afdb-b3a412d7ff20 · outbound
Learning with springs and sticks Entropy production in full phase space for continuous stochastic dynamics
Reference 48
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Observation 46668882-2920-4aa7-acc1-5e481919ab45 · outbound
Learning with springs and sticks Entropy production in linear Langevin systems
Reference 49
Source-reported events for the cited work
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Observation 2784fab5-cb75-4331-9656-9f267fdb5a25 · outbound
Learning with springs and sticks Speed Limits for Deep Learning
Reference 50
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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b88f97c9-38f7-4c3d-8de4-f1f644ee5c4a · outbound
Learning with springs and sticks Irreversibility and heat generation in the computing process
Reference 51
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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d725608d-3199-448d-900b-579738829491 · outbound
Learning with springs and sticks The thermodynamics of computation—a review
Reference 52
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Observation 9f323ce3-b20e-4b64-84ec-99b50a717c0c · outbound
Learning with springs and sticks Notes on Landauer’s principle, reversible computation, and Maxwell’s Demon
Reference 53
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Observation 623e2a15-b60c-446c-99b5-4b7a6839ab5b · outbound
Learning with springs and sticks Stochastic thermodynamics of learning
Reference 54
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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2b9bb0fc-5b1e-4993-bdaf-7f778ef88d88 · outbound
Learning with springs and sticks Deep Learning Scaling is Predictable, Empirically
Reference 55
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Observation 2df6eec3-a580-4ef6-bfe7-8bb9a79299b1 · outbound
Learning with springs and sticks Scaling Laws for Neural Language Models
Reference 56
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Observation f97a14af-b599-4338-80f2-86e9fbdf4141 · outbound
Learning with springs and sticks Explaining neural scaling laws
Reference 57
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Observation 1a3a8d48-f0df-4aa4-a1db-6b7c420f1576 · outbound
Learning with springs and sticks Lagrangian for RLC circuits using analogy with the classical mechanics concepts
Reference 58
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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8775b714-9446-44f2-b578-6efc9e73a40d · outbound
Learning with springs and sticks Exponential quantum speedup in simulating coupled classical oscillators
Reference 59
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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3ce0ecb1-6b2b-49c1-bf72-cbe12c232e91 · outbound
Learning with springs and sticks High-order quantum algorithm for solving linear differential equations
Reference 60
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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation acae3f74-dd1b-4d7b-ab43-9f6b5f6c232c · outbound
Learning with springs and sticks Quantum Algorithm for Systems of Linear Equa- tions with Exponentially Improved Dependence on Precision
Reference 61
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Unavailable: canonical work link unavailable.
Observation 04333371-6de9-4046-93c4-23f13c89e5cf · outbound
Learning with springs and sticks Quantum algorithm for linear differential equations with exponentially improved dependence on precision
Reference 62
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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a7721cf6-f77d-4b99-a06e-76c4a584e36d · outbound
Learning with springs and sticks Further improving quantum algorithms for nonlinear differential equations via higher-order methods and rescaling
Reference 63
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Unavailable: canonical work link unavailable.
Observation a7e1fee3-7591-4e90-8322-86d2094edbc2 · outbound
Learning with springs and sticks Fast quantum algorithm for differential equations
Reference 64
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Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.