Safe PDE Boundary Control with Neural Operators | Paper Citation Record

Observation ad8187ac-0bb8-4364-8840-1526c62f0cc6 · outbound

This paper cites Constrained policy optimization.

Safe PDE Boundary Control with Neural Operators Constrained policy optimization

Reference 1

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This paper cites Safe control synthesis via input constrained control barrier functions.

Safe PDE Boundary Control with Neural Operators Safe control synthesis via input constrained control barrier functions

Reference 2

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This paper cites Control barrier function based quadratic programs with application to adaptive cruise control.

Safe PDE Boundary Control with Neural Operators Control barrier function based quadratic programs with application to adaptive cruise control

Reference 3

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This paper cites Control barrier functions: Theory and applications.

Safe PDE Boundary Control with Neural Operators Control barrier functions: Theory and applications

Reference 4

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This paper cites Deepreach: A deep learning approach to high-dimensional reachability.

Safe PDE Boundary Control with Neural Operators Deepreach: A deep learning approach to high-dimensional reachability

Reference 5

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This paper cites Neural operators for bypassing gain and control computations in pde backstepping.

Safe PDE Boundary Control with Neural Operators Neural operators for bypassing gain and control computations in pde backstepping

Reference 6

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Observation 03da0937-141b-498f-8d08-fa07bb7a7416 · outbound

This paper cites Pde control gym: A benchmark for data-driven boundary control of partial differential equations.

Safe PDE Boundary Control with Neural Operators Pde control gym: A benchmark for data-driven boundary control of partial differential equations

Reference 7

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Observation 966332c4-61d0-4ebd-8e4d-92c59f8093dc · outbound

This paper cites Learning stability certificates from data.

Safe PDE Boundary Control with Neural Operators Learning stability certificates from data

Reference 8

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Observation c8f9a20b-5c20-43cb-8182-4992b6418c86 · outbound

This paper cites Parametric PDE Control with Deep Reinforcement Learning and Differentiable L0-Sparse Polynomial Policies.

Safe PDE Boundary Control with Neural Operators Parametric PDE Control with Deep Reinforcement Learning and Differentiable L0-Sparse Polynomial Policies

Reference 9

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Observation 5974678c-d4aa-48cf-acf5-fa8d08d964d3 · outbound

This paper cites Promising directions of machine learning for partial differential equations.

Safe PDE Boundary Control with Neural Operators Promising directions of machine learning for partial differential equations

Reference 10

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Observation bf49aba8-1e4c-4940-90da-6d5037b68525 · outbound

This paper cites Neural lyapunov control.

Safe PDE Boundary Control with Neural Operators Neural lyapunov control

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:09:09.669556Z

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Observation 23555a78-df8f-46fb-bc75-556681be16c8 · outbound

This paper cites Robust Tracking Control with Neural Network Dynamic Models under Input Perturbations.

Safe PDE Boundary Control with Neural Operators Robust Tracking Control with Neural Network Dynamic Models under Input Perturbations

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-12T14:09:08.764647Z

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Observation c0820e0a-0377-4aa0-a535-4fb291584666 · outbound

This paper cites Robust control barrier--value functions for safety-critical control.

Safe PDE Boundary Control with Neural Operators Robust control barrier--value functions for safety-critical control

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:09:09.659037Z

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Observation aeef88ff-c811-4588-b456-9d2751bddbc6 · outbound

This paper cites Learning a better control barrier function.

Safe PDE Boundary Control with Neural Operators Learning a better control barrier function

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:09:09.647422Z

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Observation c51d1fc0-2896-4fc1-8263-00c6f481c5aa · outbound

This paper cites Safe nonlinear control using robust neural lyapunov-barrier functions.

Safe PDE Boundary Control with Neural Operators Safe nonlinear control using robust neural lyapunov-barrier functions

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:09:09.634950Z

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Observation 28efc6b3-b7e4-4a5e-aaa4-ca87474cb958 · outbound

This paper cites Safe control with learned certificates: A survey of neural lyapunov, barrier, and contraction methods for robotics and control.

Safe PDE Boundary Control with Neural Operators Safe control with learned certificates: A survey of neural lyapunov, barrier, and contraction methods for robotics and control

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:09:09.622422Z

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Observation 7ec2b177-cc3e-4bdd-b126-b71951c3a131 · outbound

This paper cites Concrete functional calculus.

Safe PDE Boundary Control with Neural Operators Concrete functional calculus

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:09:09.609880Z

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Observation 764492eb-ee09-41f0-89b5-9505701a8562 · outbound

This paper cites Partial differential equations, volume 19.

Safe PDE Boundary Control with Neural Operators Partial differential equations, volume 19

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:09:09.598158Z

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Observation 00b566fd-f278-47d0-827a-6864a45f2e94 · outbound

This paper cites Characterization of domain of fixed-time stability under control input constraints.

Safe PDE Boundary Control with Neural Operators Characterization of domain of fixed-time stability under control input constraints

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:09:09.584531Z

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Observation 9490e02f-3edc-4443-8b38-26f4fad59a57 · outbound

This paper cites Robust control barrier and control lyapunov functions with fixed-time convergence guarantees.

Safe PDE Boundary Control with Neural Operators Robust control barrier and control lyapunov functions with fixed-time convergence guarantees

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:09:09.567462Z

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Observation f1a2171a-62f6-4631-bf2f-e29977dca73a · outbound

This paper cites Learning to Walk in the Real World with Minimal Human Effort.

Safe PDE Boundary Control with Neural Operators Learning to Walk in the Real World with Minimal Human Effort

Reference 21

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Observation 599e3cbe-2f23-4a2d-a5a2-6c10a5fa6ef1 · outbound

This paper cites Soft actor-critic: Off-policy maximum entropy deep reinforcement learning with a stochastic actor.

Safe PDE Boundary Control with Neural Operators Soft actor-critic: Off-policy maximum entropy deep reinforcement learning with a stochastic actor

Reference 22

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Observation f0d9a4a2-aa04-4a3f-a4bd-b668501254ca · outbound

This paper cites Neuralsim: Augmenting differentiable simulators with neural networks.

Safe PDE Boundary Control with Neural Operators Neuralsim: Augmenting differentiable simulators with neural networks

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:09:09.552185Z

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Observation c9f453a7-132d-4462-9d4f-e384e5444c09 · outbound

This paper cites The safety filter: A unified view of safety-critical control in autonomous systems.

Safe PDE Boundary Control with Neural Operators The safety filter: A unified view of safety-critical control in autonomous systems

Reference 24

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Observation 1c590d96-cae7-46a3-9204-8952ebd02475 · outbound

This paper cites Verification of neural control barrier functions with symbolic derivative bounds propagation.

Safe PDE Boundary Control with Neural Operators Verification of neural control barrier functions with symbolic derivative bounds propagation

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:09:09.532924Z

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Observation dc712da6-16e5-4ba9-a174-26fa667c38e2 · outbound

This paper cites From Uncertain to Safe: Conformal Adaptation of Diffusion Models for Safe PDE Control.

Safe PDE Boundary Control with Neural Operators From Uncertain to Safe: Conformal Adaptation of Diffusion Models for Safe PDE Control

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-12T14:09:08.131637Z

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Observation ab97e4d7-925e-43f5-add7-3a4acb9df2a3 · outbound

This paper cites Ibm ilog cplex optimization studio.

Safe PDE Boundary Control with Neural Operators Ibm ilog cplex optimization studio

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:09:09.521211Z

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Observation e6f139c1-97d1-4f4e-87a5-65634b376994 · outbound

This paper cites Machine learning--accelerated computational fluid dynamics.

Safe PDE Boundary Control with Neural Operators Machine learning--accelerated computational fluid dynamics

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:09:09.509572Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8ca339ab-72f5-46c5-8824-0a402d77f737 · outbound

This paper cites Safe pde backstepping qp control with high relative degree cbfs: Stefan model with actuator dynamics.

Safe PDE Boundary Control with Neural Operators Safe pde backstepping qp control with high relative degree cbfs: Stefan model with actuator dynamics

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:09:09.495719Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f940a357-f57a-4a45-b77b-d4c9db9e7e68 · outbound

This paper cites Neural operator: Learning maps between function spaces with applications to pdes.

Safe PDE Boundary Control with Neural Operators Neural operator: Learning maps between function spaces with applications to pdes

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-12T14:09:08.150181Z

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Observation c0acf03a-4e18-4fa4-9ab1-95f0d4f0dd10 · outbound

This paper cites Nonovershooting control of strict-feedback nonlinear systems.

Safe PDE Boundary Control with Neural Operators Nonovershooting control of strict-feedback nonlinear systems

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:09:09.467076Z

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Observation 835c9ad1-8759-4d0e-9afa-4f8371a589a2 · outbound

This paper cites Backstepping boundary control for first-order hyperbolic pdes and application to systems with actuator and sensor delays.

Safe PDE Boundary Control with Neural Operators Backstepping boundary control for first-order hyperbolic pdes and application to systems with actuator and sensor delays

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:09:09.453041Z

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Observation c7bbe967-36da-4b8b-9d18-1bae064ad81f · outbound

This paper cites Boundary control of PDEs: A course on backstepping designs.

Safe PDE Boundary Control with Neural Operators Boundary control of PDEs: A course on backstepping designs

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:09:09.440149Z

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Observation 5bb3ea03-9b53-4a35-8b89-fdd9779935ba · outbound

This paper cites Neural operators of backstepping controller and observer gain functions for reaction--diffusion pdes.

Safe PDE Boundary Control with Neural Operators Neural operators of backstepping controller and observer gain functions for reaction--diffusion pdes

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:09:09.428230Z

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Observation eb44b406-3e8d-46c3-a189-71d1dd64c43c · outbound

This paper cites Mean-nonovershooting control of stochastic nonlinear systems.

Safe PDE Boundary Control with Neural Operators Mean-nonovershooting control of stochastic nonlinear systems

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:09:09.414641Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8cf04174-1db3-48b3-a333-2d9d9b347966 · outbound

This paper cites NeuralFluid: Neural Fluidic System Design and Control with Differentiable Simulation.

Safe PDE Boundary Control with Neural Operators NeuralFluid: Neural Fluidic System Design and Control with Differentiable Simulation

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-12T14:09:08.176608Z

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Observation 2bac6381-2d68-431e-8677-fab604497210 · outbound

This paper cites Fourier Neural Operator for Parametric Partial Differential Equations.

Safe PDE Boundary Control with Neural Operators Fourier Neural Operator for Parametric Partial Differential Equations

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-12T14:09:08.181026Z

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Observation cb5ce79a-518e-4165-a7f6-679d07a70206 · outbound

This paper cites Neural Operator: Graph Kernel Network for Partial Differential Equations.

Safe PDE Boundary Control with Neural Operators Neural Operator: Graph Kernel Network for Partial Differential Equations

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-12T14:09:08.186049Z

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Observation 59cd9791-ee1a-4281-99e7-a1cbbbd4da6a · outbound

This paper cites Multipole graph neural operator for parametric partial differential equations.

Safe PDE Boundary Control with Neural Operators Multipole graph neural operator for parametric partial differential equations

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:09:09.402133Z

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Observation b707adc0-f24e-432d-b5f2-95fd6b3b87a9 · outbound

This paper cites Learning dissipative dynamics in chaotic systems.

Safe PDE Boundary Control with Neural Operators Learning dissipative dynamics in chaotic systems

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:09:09.388467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 517038fb-2408-4c0f-af60-59254a47497f · outbound

This paper cites Physics-informed neural operator for learning partial differential equations.

Safe PDE Boundary Control with Neural Operators Physics-informed neural operator for learning partial differential equations

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-12T14:09:08.197747Z

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Observation b7b84a86-7e4d-4b1b-93ba-e443c06c6615 · outbound

This paper cites Control barrier functions for signal temporal logic tasks.

Safe PDE Boundary Control with Neural Operators Control barrier functions for signal temporal logic tasks

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:09:09.364331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 97857abc-f039-4ce1-b2b3-338d6cc575bc · outbound

This paper cites Learning hybrid control barrier functions from data.

Safe PDE Boundary Control with Neural Operators Learning hybrid control barrier functions from data

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:09:09.349013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 21417cb9-d430-4937-bd52-309d21e15d60 · outbound

This paper cites Control in a safe set: Addressing safety in human-robot interactions.

Safe PDE Boundary Control with Neural Operators Control in a safe set: Addressing safety in human-robot interactions

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:09:09.201710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation dd95476d-29e4-49ae-9130-1edac057675e · outbound

This paper cites Safe control under input limits with neural control barrier functions.

Safe PDE Boundary Control with Neural Operators Safe control under input limits with neural control barrier functions

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:09:09.191010Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5e6a9ea8-395b-4712-b4bd-8abe10765ce8 · outbound

This paper cites Constrained variational policy optimization for safe reinforcement learning.

Safe PDE Boundary Control with Neural Operators Constrained variational policy optimization for safe reinforcement learning

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:09:09.180105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 25422c13-733c-4891-ace6-7ad0dfb8cf83 · outbound

This paper cites Towards robust and safe reinforcement learning with benign off-policy data.

Safe PDE Boundary Control with Neural Operators Towards robust and safe reinforcement learning with benign off-policy data

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:09:09.165491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a66d6004-a631-45da-810b-9a8db5ab6963 · outbound

This paper cites Datasets and benchmarks for offline safe reinforcement learning.

Safe PDE Boundary Control with Neural Operators Datasets and benchmarks for offline safe reinforcement learning

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:09:09.152511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 296f828e-1661-4631-aedc-15c131ba39cb · outbound

This paper cites Learning nonlinear operators via deeponet based on the universal approximation theorem of operators.

Safe PDE Boundary Control with Neural Operators Learning nonlinear operators via deeponet based on the universal approximation theorem of operators

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-12T14:09:08.230934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f3e0d9a-1b32-413d-8753-e8e2b61a79f2 · outbound

This paper cites Learning neural constitutive laws from motion observations for generalizable pde dynamics.

Safe PDE Boundary Control with Neural Operators Learning neural constitutive laws from motion observations for generalizable pde dynamics

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:09:09.129468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c9d33ece-b362-4728-865d-4f5b370dca28 · outbound

This paper cites Learning Performance-Oriented Control Barrier Functions Under Complex Safety Constraints and Limited Actuation.

Safe PDE Boundary Control with Neural Operators Learning Performance-Oriented Control Barrier Functions Under Complex Safety Constraints and Limited Actuation

Reference 51

Resolution: verified exact; local_arxiv, observed 2026-08-12T14:09:08.654281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4bb476a4-a887-4918-b18a-f05b2c1115dc · outbound

This paper cites Domain Adaptive Safety Filters via Deep Operator Learning.

Safe PDE Boundary Control with Neural Operators Domain Adaptive Safety Filters via Deep Operator Learning

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-12T14:09:08.244227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee06ae63-2dc0-4ed9-83f1-3cfc19908224 · outbound

This paper cites Safety guarantees for neural network dynamic systems via stochastic barrier functions.

Safe PDE Boundary Control with Neural Operators Safety guarantees for neural network dynamic systems via stochastic barrier functions

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:09:09.113169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f2add93e-8e2e-40d0-a65e-aab9fc2cd89b · outbound

This paper cites Optimal control of pdes using physics-informed neural networks.

Safe PDE Boundary Control with Neural Operators Optimal control of pdes using physics-informed neural networks

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:09:09.097515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 23d74c66-ad2b-4544-b365-26cdf90e8f94 · outbound

This paper cites Neuraloperators.

Safe PDE Boundary Control with Neural Operators Neuraloperators

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:09:09.081169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2cdad1b5-5310-4942-bf7d-b8a23a624b58 · outbound

This paper cites FourCastNet: A Global Data-driven High-resolution Weather Model using Adaptive Fourier Neural Operators.

Safe PDE Boundary Control with Neural Operators FourCastNet: A Global Data-driven High-resolution Weather Model using Adaptive Fourier Neural Operators

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-12T14:09:08.261462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 066ffe05-22ab-4352-b71e-93d032260af3 · outbound

This paper cites Differential equations and dynamical systems, volume 7.

Safe PDE Boundary Control with Neural Operators Differential equations and dynamical systems, volume 7

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:09:09.068739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a06d22fc-63c0-4b25-98ab-113acfb815d8 · outbound

This paper cites Nonlinear feedback design for fixed-time stabilization of linear control systems.

Safe PDE Boundary Control with Neural Operators Nonlinear feedback design for fixed-time stabilization of linear control systems

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:09:09.057722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e11f9e75-e735-4d74-a0b1-d79da8b45ed7 · outbound

This paper cites Optimal feedback control of the incompressible navier-stokes-equations using reduced order models.

Safe PDE Boundary Control with Neural Operators Optimal feedback control of the incompressible navier-stokes-equations using reduced order models

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:09:09.045808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a96f591b-7dc6-48ac-a93c-e1b869409d7d · outbound

This paper cites Neural operators for delay-compensating control of hyperbolic pides.

Safe PDE Boundary Control with Neural Operators Neural operators for delay-compensating control of hyperbolic pides

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:09:09.033569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7bd9497d-81c7-41a4-82ee-a5739500e3e3 · outbound

This paper cites Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations.

Safe PDE Boundary Control with Neural Operators Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-12T14:09:08.280333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e09b7276-ec21-4d5b-b22e-8762e4057fe3 · outbound

This paper cites An energy approach to the solution of partial differential equations in computational mechanics via machine learning: Concepts, implementation and applications.

Safe PDE Boundary Control with Neural Operators An energy approach to the solution of partial differential equations in computational mechanics via machine learning: Concepts, implementation and applications

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:09:09.009722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9762a128-52df-4ac8-8f42-7c835ffad779 · outbound

This paper cites Proximal Policy Optimization Algorithms.

Safe PDE Boundary Control with Neural Operators Proximal Policy Optimization Algorithms

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-12T14:09:08.289142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5dc4483d-1def-4ff7-95b9-e7f74edd4cdf · outbound

This paper cites Nomad: Nonlinear manifold decoders for operator learning.

Safe PDE Boundary Control with Neural Operators Nomad: Nonlinear manifold decoders for operator learning

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:09:08.992690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6ad53bad-2dc1-4777-bce5-67663517dac2 · outbound

This paper cites Closed-form boundary state feedbacks for a class of 1-d partial integro-differential equations.

Safe PDE Boundary Control with Neural Operators Closed-form boundary state feedbacks for a class of 1-d partial integro-differential equations

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:09:08.977299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7ecd9b0e-36a2-4c7a-8759-9d9a93801158 · outbound

This paper cites Adaptive control of parabolic PDEs.

Safe PDE Boundary Control with Neural Operators Adaptive control of parabolic PDEs

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:09:08.965806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5fa6082f-2a27-43e8-b9f8-af90c19476b9 · outbound

This paper cites How to Train Your Neural Control Barrier Function: Learning Safety Filters for Complex Input-Constrained Systems.

Safe PDE Boundary Control with Neural Operators How to Train Your Neural Control Barrier Function: Learning Safety Filters for Complex Input-Constrained Systems

Reference 67

Resolution: verified exact; local_arxiv, observed 2026-08-12T14:09:08.570819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation fac94f1c-400f-4d0f-a6ee-ba4e6732b299 · outbound

This paper cites PDE-Controller: LLMs for Autoformalization and Reasoning of PDEs.

Safe PDE Boundary Control with Neural Operators PDE-Controller: LLMs for Autoformalization and Reasoning of PDEs

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-12T14:09:08.310875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d50e5e03-12a6-447f-88b2-09e04aa28edd · outbound

This paper cites Output-Positive Adaptive Control of Hyperbolic PDE-ODE Cascades.

Safe PDE Boundary Control with Neural Operators Output-Positive Adaptive Control of Hyperbolic PDE-ODE Cascades

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-12T14:09:08.316665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2f20afe-1c48-4426-b111-58f0592a2c49 · outbound

This paper cites A generative approach to control complex physical systems.

Safe PDE Boundary Control with Neural Operators A generative approach to control complex physical systems

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:09:08.953334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 94bbfe9a-b53f-4d28-b84c-99f6e79f1e91 · outbound

This paper cites Persistently feasible robust safe control by safety index synthesis and convex semi-infinite programming.

Safe PDE Boundary Control with Neural Operators Persistently feasible robust safe control by safety index synthesis and convex semi-infinite programming

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:09:08.939638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9b0f5bd1-2234-47d1-a534-dbc660036513 · outbound

This paper cites ModelVerification.jl: a Comprehensive Toolbox for Formally Verifying Deep Neural Networks.

Safe PDE Boundary Control with Neural Operators ModelVerification.jl: a Comprehensive Toolbox for Formally Verifying Deep Neural Networks

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-12T14:09:08.331954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1333f2a-b81f-4b4e-bcce-42fe28ecef93 · outbound

This paper cites High order control lyapunov-barrier functions for temporal logic specifications.

Safe PDE Boundary Control with Neural Operators High order control lyapunov-barrier functions for temporal logic specifications

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:09:08.924428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 435268a9-e581-4158-bd5f-bcd19dfc3d77 · outbound

This paper cites Sufficient conditions for feasibility of optimal control problems using control barrier functions.

Safe PDE Boundary Control with Neural Operators Sufficient conditions for feasibility of optimal control problems using control barrier functions

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:09:08.910673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5302d8c8-4feb-4fcb-9a03-332e05c34078 · outbound

This paper cites Barriernet: Differentiable control barrier functions for learning of safe robot control.

Safe PDE Boundary Control with Neural Operators Barriernet: Differentiable control barrier functions for learning of safe robot control

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:09:08.896512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f08ebd32-b89e-4e4e-b31b-b18aab04605c · outbound

This paper cites Scalable Synthesis of Formally Verified Neural Value Function for Hamilton-Jacobi Reachability Analysis.

Safe PDE Boundary Control with Neural Operators Scalable Synthesis of Formally Verified Neural Value Function for Hamilton-Jacobi Reachability Analysis

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-12T14:09:08.354374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f9823de-df21-4cb5-90cb-390ccdfad178 · outbound

This paper cites Learning dynamical systems from data: An introduction to physics-guided deep learning.

Safe PDE Boundary Control with Neural Operators Learning dynamical systems from data: An introduction to physics-guided deep learning

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:09:08.877032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation bf10cd9b-f63b-4b4d-9fe0-8a2ba630b5da · outbound

This paper cites Exact verification of re LU neural control barrier functions.

Safe PDE Boundary Control with Neural Operators Exact verification of re LU neural control barrier functions

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:09:08.862802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e46c4501-4885-49c9-9ea9-5358f113aaee · outbound

This paper cites Controlgym: Large-scale control environments for benchmarking reinforcement learning algorithms.

Safe PDE Boundary Control with Neural Operators Controlgym: Large-scale control environments for benchmarking reinforcement learning algorithms

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:09:08.848066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 52b3e0df-66b5-4f39-b768-2ffea8885b98 · outbound

This paper cites Policy Optimization for PDE Control with a Warm Start.

Safe PDE Boundary Control with Neural Operators Policy Optimization for PDE Control with a Warm Start

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-12T14:09:08.382713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1babf15-ebea-4a56-9cad-5ff777a21146 · outbound

This paper cites Synthesizing barrier certificates using neural networks.

Safe PDE Boundary Control with Neural Operators Synthesizing barrier certificates using neural networks

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:09:08.831047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 67f26469-c9d4-4337-a501-ed890915a99b · outbound

This paper cites Neural Differentiable Integral Control Barrier Functions for Unknown Nonlinear Systems with Input Constraints.

Safe PDE Boundary Control with Neural Operators Neural Differentiable Integral Control Barrier Functions for Unknown Nonlinear Systems with Input Constraints

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-12T14:09:08.394796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b42213a8-4ad5-4ea9-89e9-16c36f88f973 · outbound

This paper cites @esa (Ref.

Safe PDE Boundary Control with Neural Operators @esa (Ref

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-12T14:09:08.401113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a034d591-8aa1-4eac-8544-92de9c9b34c2 · outbound

This paper cites an unresolved cited work.

Safe PDE Boundary Control with Neural Operators Unresolved cited work

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-12T14:09:08.408230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04fe3e7e-0385-464a-aaf7-e4115076a96e · outbound

This paper cites an unresolved cited work.

Safe PDE Boundary Control with Neural Operators Unresolved cited work

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-12T14:09:08.414652Z

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Unavailable: canonical work link unavailable.

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