Paper Citation Record · LEDGER

Lyapunov-Based Deep Neural Networks for Adaptive Control of Stochastic Nonlinear Systems

As of 15 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 1 inbound Pith citation observation for arXiv:2412.21095.

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

pith.paper-citation-record.v1
2412.21095 v1

Coverage vector

measured 49 of 49 reference resolution

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One-hop event checks from named stored sources.

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measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T18:18:52.505520Z

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

Source: pith, observed 2026-08-05T18:18:55.507998Z

Reference resolution

49 of 49 outbound references displayed

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External citation measurements

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Outbound references

Observation 719bf6b8-2c06-4930-82e3-59670b2be4cf · outbound

This paper cites Stochastic nonlinear stabilization – I: A backstepping design,.

Lyapunov-Based Deep Neural Networks for Adaptive Control of Stochastic Nonlinear Systems Stochastic nonlinear stabilization – I: A backstepping design,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:10:33.940867Z

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Observation dcab6909-e216-4257-b03b-bf423f8abe1d · outbound

This paper cites Stabilization of stochastic nonlinear systems driven by noise of unknown covariance,.

Lyapunov-Based Deep Neural Networks for Adaptive Control of Stochastic Nonlinear Systems Stabilization of stochastic nonlinear systems driven by noise of unknown covariance,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:10:33.930036Z

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Observation b4c0f14f-6b6e-4585-aaeb-0d9ba27f029e · outbound

This paper cites Observer-based adaptive sliding mode control for nonlinear stochastic Markov jump systems via ts fuzzy modeling: Applications to robot arm model,.

Lyapunov-Based Deep Neural Networks for Adaptive Control of Stochastic Nonlinear Systems Observer-based adaptive sliding mode control for nonlinear stochastic Markov jump systems via ts fuzzy modeling: Applications to robot arm model,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:10:33.918463Z

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Observation 37bbdcb2-7d8c-4a51-802d-54f024e29f63 · outbound

This paper cites Joint state and parameter robust estimation of stochastic nonlinear systems,.

Lyapunov-Based Deep Neural Networks for Adaptive Control of Stochastic Nonlinear Systems Joint state and parameter robust estimation of stochastic nonlinear systems,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:10:33.906392Z

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Observation d5d1209e-1241-4faf-93cd-bff4ab66a1a0 · outbound

This paper cites Decentralized adaptive output- feedback stabilization for large-scale stochastic nonlinear systems,.

Lyapunov-Based Deep Neural Networks for Adaptive Control of Stochastic Nonlinear Systems Decentralized adaptive output- feedback stabilization for large-scale stochastic nonlinear systems,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:10:33.894612Z

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Observation 804548d0-9b5b-4777-82a0-552887a1a401 · outbound

This paper cites Prescribed-time output-feedback control of stochastic nonlinear systems,.

Lyapunov-Based Deep Neural Networks for Adaptive Control of Stochastic Nonlinear Systems Prescribed-time output-feedback control of stochastic nonlinear systems,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:10:33.882110Z

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Observation a4f381e9-48e7-4a58-9825-a63487106fbd · outbound

This paper cites an unresolved cited work.

Lyapunov-Based Deep Neural Networks for Adaptive Control of Stochastic Nonlinear Systems Unresolved cited work

Reference 7

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Observation 2a87c9ed-a6e2-4fd8-9b5d-abc6173c87d1 · outbound

This paper cites Observer-based adaptive neural network control for nonlinear stochastic systems with time delay,.

Lyapunov-Based Deep Neural Networks for Adaptive Control of Stochastic Nonlinear Systems Observer-based adaptive neural network control for nonlinear stochastic systems with time delay,

Reference 8

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Observation 29c3edf7-faa2-4e3f-a7b0-641ee2401aca · outbound

This paper cites Stochastic adaptive nonlinear control with filterless least squares,.

Lyapunov-Based Deep Neural Networks for Adaptive Control of Stochastic Nonlinear Systems Stochastic adaptive nonlinear control with filterless least squares,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:10:33.845909Z

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Observation 165f879e-460f-4308-96f8-79af42cf657a · outbound

This paper cites On designing of sliding-mode control for stochastic jump systems,.

Lyapunov-Based Deep Neural Networks for Adaptive Control of Stochastic Nonlinear Systems On designing of sliding-mode control for stochastic jump systems,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:10:33.834210Z

Source-reported events for the cited work

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Observation 34678009-6f7a-4fe4-9b07-be71242bae72 · outbound

This paper cites Sliding mode control for nonlinear stochastic singular semi-Markov jump systems,.

Lyapunov-Based Deep Neural Networks for Adaptive Control of Stochastic Nonlinear Systems Sliding mode control for nonlinear stochastic singular semi-Markov jump systems,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:10:33.821742Z

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Observation 043f21b6-ba0d-4cfa-8298-cf7b2aa3ada9 · outbound

This paper cites Fuzzy neural network-based adaptive control for a class of uncertain nonlinear stochastic systems,.

Lyapunov-Based Deep Neural Networks for Adaptive Control of Stochastic Nonlinear Systems Fuzzy neural network-based adaptive control for a class of uncertain nonlinear stochastic systems,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:10:33.809695Z

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Observation e20cb1fb-8766-4fa8-b46e-7f3f592ea2d5 · outbound

This paper cites Adaptive fuzzy control design for stochastic nonlinear switched systems with arbitrary switchings and unmodeled dynamics,.

Lyapunov-Based Deep Neural Networks for Adaptive Control of Stochastic Nonlinear Systems Adaptive fuzzy control design for stochastic nonlinear switched systems with arbitrary switchings and unmodeled dynamics,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:10:33.797907Z

Source-reported events for the cited work

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Observation b6c082c6-00de-4d4c-afea-063b4f1f5aeb · outbound

This paper cites Adaptive neural control for a class of stochastic nonlinear systems by backstepping approach,.

Lyapunov-Based Deep Neural Networks for Adaptive Control of Stochastic Nonlinear Systems Adaptive neural control for a class of stochastic nonlinear systems by backstepping approach,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:10:33.786673Z

Source-reported events for the cited work

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Observation eb71306e-b1a3-4101-bfab-751370110311 · outbound

This paper cites Adaptive NN output-feedback stabilization for a class of stochastic nonlinear strict-feedback systems,.

Lyapunov-Based Deep Neural Networks for Adaptive Control of Stochastic Nonlinear Systems Adaptive NN output-feedback stabilization for a class of stochastic nonlinear strict-feedback systems,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:10:33.774222Z

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Observation b2b9178e-fb2a-4c95-8a27-6a854181ec21 · outbound

This paper cites Neural network-based adaptive control for pure-feedback stochastic nonlinear systems with time-varying delays and dead-zone input,.

Lyapunov-Based Deep Neural Networks for Adaptive Control of Stochastic Nonlinear Systems Neural network-based adaptive control for pure-feedback stochastic nonlinear systems with time-varying delays and dead-zone input,

Reference 16

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Observation 6cbd216d-89f2-40fa-9d1e-19f7948fc19f · outbound

This paper cites Adaptive neural output-feedback decentralized control for large-scale nonlinear systems with stochastic disturbances,.

Lyapunov-Based Deep Neural Networks for Adaptive Control of Stochastic Nonlinear Systems Adaptive neural output-feedback decentralized control for large-scale nonlinear systems with stochastic disturbances,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:10:33.747724Z

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Observation c3a86aae-d9cd-4834-b517-e9582dfd4ca9 · outbound

This paper cites Reduced-order observer-based dynamic event- triggered adaptive NN control for stochastic nonlinear systems subject to unknown input saturation,.

Lyapunov-Based Deep Neural Networks for Adaptive Control of Stochastic Nonlinear Systems Reduced-order observer-based dynamic event- triggered adaptive NN control for stochastic nonlinear systems subject to unknown input saturation,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:10:33.735374Z

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Observation 4e7046ff-cb28-4d4b-b7e1-89217a4c0a9b · outbound

This paper cites A fast finite-time neural network control of stochastic nonlinear systems,.

Lyapunov-Based Deep Neural Networks for Adaptive Control of Stochastic Nonlinear Systems A fast finite-time neural network control of stochastic nonlinear systems,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:10:33.723396Z

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Observation 1deb754d-f2a0-4823-90a7-f9310d097787 · outbound

This paper cites Adaptive NN backstepping output- feedback control for stochastic nonlinear strict-feedback systems with time-varying delays,.

Lyapunov-Based Deep Neural Networks for Adaptive Control of Stochastic Nonlinear Systems Adaptive NN backstepping output- feedback control for stochastic nonlinear strict-feedback systems with time-varying delays,

Reference 20

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Observation 1e07c25f-7fe7-4020-9ca5-6760d29081ba · outbound

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Lyapunov-Based Deep Neural Networks for Adaptive Control of Stochastic Nonlinear Systems Unresolved cited work

Reference 21

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Lyapunov-Based Deep Neural Networks for Adaptive Control of Stochastic Nonlinear Systems Unresolved cited work

Reference 22

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Observation c0ca3ac7-4be4-4f0e-a8f4-0b90c218d72b · outbound

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Lyapunov-Based Deep Neural Networks for Adaptive Control of Stochastic Nonlinear Systems The power of deeper networks for expressing natural functions,

Reference 23

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Observation b8df98c9-4bad-4fd4-a009-dbbcef581cfe · outbound

This paper cites Why Deep Neural Networks for Function Approximation?.

Lyapunov-Based Deep Neural Networks for Adaptive Control of Stochastic Nonlinear Systems Why Deep Neural Networks for Function Approximation?

Reference 24

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Observation 5733d043-b514-44c4-9204-c4e72e92decc · outbound

This paper cites Deep Nonlinear Adaptive Control for Unmanned Aerial Systems Operating under Dynamic Uncertainties.

Lyapunov-Based Deep Neural Networks for Adaptive Control of Stochastic Nonlinear Systems Deep Nonlinear Adaptive Control for Unmanned Aerial Systems Operating under Dynamic Uncertainties

Reference 25

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Reference 26

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This paper cites Multimodal integration learning of robot behavior using deep neural networks,.

Lyapunov-Based Deep Neural Networks for Adaptive Control of Stochastic Nonlinear Systems Multimodal integration learning of robot behavior using deep neural networks,

Reference 27

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Observation 0c2188fb-841c-4ee1-b29f-704ef7e4a5a6 · outbound

This paper cites Detection and localization of robotic tools in robot-assisted surgery videos using deep neural networks for region proposal and detection,.

Lyapunov-Based Deep Neural Networks for Adaptive Control of Stochastic Nonlinear Systems Detection and localization of robotic tools in robot-assisted surgery videos using deep neural networks for region proposal and detection,

Reference 28

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Lyapunov-Based Deep Neural Networks for Adaptive Control of Stochastic Nonlinear Systems Analytic deep neural network-based robot control,

Reference 29

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This paper cites Lyapunov-derived control and adaptive update laws for inner and outer layer weights of a deep neural network,.

Lyapunov-Based Deep Neural Networks for Adaptive Control of Stochastic Nonlinear Systems Lyapunov-derived control and adaptive update laws for inner and outer layer weights of a deep neural network,

Reference 30

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Observation e4fcc487-e970-4404-8ea8-d64ed8828a9a · outbound

This paper cites Deep residual neural network (ResNet)-based adaptive control: A Lyapunov-based approach,.

Lyapunov-Based Deep Neural Networks for Adaptive Control of Stochastic Nonlinear Systems Deep residual neural network (ResNet)-based adaptive control: A Lyapunov-based approach,

Reference 31

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Observation 1c41779e-3bbf-4a6d-932c-9c7f619eecee · outbound

This paper cites Deep Lyapunov-based physics-informed neural networks (DeLb-PINN) for adaptive control design,.

Lyapunov-Based Deep Neural Networks for Adaptive Control of Stochastic Nonlinear Systems Deep Lyapunov-based physics-informed neural networks (DeLb-PINN) for adaptive control design,

Reference 32

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Observation 4c5f0809-78a7-4ef7-b4c3-4f4c88f1a216 · outbound

This paper cites Deep adap- tive indirect herding of multiple target agents with unknown interaction dynamics,.

Lyapunov-Based Deep Neural Networks for Adaptive Control of Stochastic Nonlinear Systems Deep adap- tive indirect herding of multiple target agents with unknown interaction dynamics,

Reference 33

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Observation e3f014e5-3a75-4e36-8626-0ca51cfa9318 · outbound

This paper cites Deep recurrent neural network-based observer for uncertain nonlinear systems,.

Lyapunov-Based Deep Neural Networks for Adaptive Control of Stochastic Nonlinear Systems Deep recurrent neural network-based observer for uncertain nonlinear systems,

Reference 34

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Observation 23f7f447-b330-487b-a71a-b01ab121f623 · outbound

This paper cites Deep neural networks-prescribed performance optimal control for stochastic nonlinear strict-feedback systems,.

Lyapunov-Based Deep Neural Networks for Adaptive Control of Stochastic Nonlinear Systems Deep neural networks-prescribed performance optimal control for stochastic nonlinear strict-feedback systems,

Reference 35

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Observation 7d795198-fef4-4222-bb19-15b2c665bf67 · outbound

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Lyapunov-Based Deep Neural Networks for Adaptive Control of Stochastic Nonlinear Systems Unresolved cited work

Reference 36

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This paper cites Stochastic thermodynamics: Dissi- pativity, accumulativity, energy storage and entropy production,.

Lyapunov-Based Deep Neural Networks for Adaptive Control of Stochastic Nonlinear Systems Stochastic thermodynamics: Dissi- pativity, accumulativity, energy storage and entropy production,

Reference 37

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Observation e00d4dd9-db64-443f-8fbc-c130f9bd26b3 · outbound

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Lyapunov-Based Deep Neural Networks for Adaptive Control of Stochastic Nonlinear Systems Billingsley, Probability and measure

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:10:33.559780Z

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Observation 3197eebd-7e68-41dc-9a11-d27fd746d70d · outbound

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Lyapunov-Based Deep Neural Networks for Adaptive Control of Stochastic Nonlinear Systems Unresolved cited work

Reference 39

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Lyapunov-Based Deep Neural Networks for Adaptive Control of Stochastic Nonlinear Systems Universal approximation with deep narrow networks,

Reference 40

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This paper cites Multilayer neural-net robot controller with guaranteed tracking performance,.

Lyapunov-Based Deep Neural Networks for Adaptive Control of Stochastic Nonlinear Systems Multilayer neural-net robot controller with guaranteed tracking performance,

Reference 41

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Observation 4f78b5da-c13b-49a5-8faf-f69a061dedb2 · outbound

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Lyapunov-Based Deep Neural Networks for Adaptive Control of Stochastic Nonlinear Systems Asymptotic tracking controller design for nonlinear systems with guaranteed performance,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:10:33.525757Z

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Observation 6795dd3a-3f38-44a5-9747-0786dfd73efd · outbound

This paper cites A sufficiently smooth projection operator,.

Lyapunov-Based Deep Neural Networks for Adaptive Control of Stochastic Nonlinear Systems A sufficiently smooth projection operator,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:10:33.512422Z

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Observation c6e50114-dfd4-435e-9081-ea1cf2140386 · outbound

This paper cites A generalized inverse for matrices,.

Lyapunov-Based Deep Neural Networks for Adaptive Control of Stochastic Nonlinear Systems A generalized inverse for matrices,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:10:33.498113Z

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Observation 3e708d0b-9db3-4424-b1a3-05ca9a10e98b · outbound

This paper cites Axler, Linear algebra done right.

Lyapunov-Based Deep Neural Networks for Adaptive Control of Stochastic Nonlinear Systems Axler, Linear algebra done right

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:10:33.484955Z

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Observation 1bf2c1d2-a79a-4a2a-b7e0-603d0240dc4d · outbound

This paper cites Searching for Activation Functions.

Lyapunov-Based Deep Neural Networks for Adaptive Control of Stochastic Nonlinear Systems Searching for Activation Functions

Reference 46

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This paper cites Delving deep into rectifiers: Surpassing human-level performance on imagenet classification,.

Lyapunov-Based Deep Neural Networks for Adaptive Control of Stochastic Nonlinear Systems Delving deep into rectifiers: Surpassing human-level performance on imagenet classification,

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:10:33.472799Z

Source-reported events for the cited work

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Observation d5d080cf-bc3e-4007-900e-a85000d6725d · outbound

This paper cites Øksendal and B.

Lyapunov-Based Deep Neural Networks for Adaptive Control of Stochastic Nonlinear Systems Øksendal and B

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:10:33.460679Z

Source-reported events for the cited work

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Observation 693edd23-c262-42ad-8e56-43070badcff5 · outbound

This paper cites Le Gall, Measure theory, probability, and stochastic processes.

Lyapunov-Based Deep Neural Networks for Adaptive Control of Stochastic Nonlinear Systems Le Gall, Measure theory, probability, and stochastic processes

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:10:33.448243Z

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Pith citing papers

Observation 82621fbd-3646-4d58-83cf-43dd1bfc9310 · inbound

LyLA-Therm: Lyapunov-based Langevin Adaptive Thermodynamic Neural Network Controller cites this paper.

LyLA-Therm: Lyapunov-based Langevin Adaptive Thermodynamic Neural Network Controller Lyapunov-Based Deep Neural Networks for Adaptive Control of Stochastic Nonlinear Systems

Reference 39

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