Paper Citation Record · LEDGER

An AI-Based Supervisory Measurement Integrity Validation Layer for Cyber-Resilient AC/DC Protection in Inverter-Based Microgrids

As of 2 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2604.23666.

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

pith.paper-citation-record.v1
2604.23666 v1

Coverage vector

measured 40 of 40 reference resolution

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Pith citing papers itemized under the disclosed page cap.

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Reference resolution

40 of 40 outbound references displayed

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External citation measurements

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Outbound references

Observation c8f21fa1-2841-402c-9329-f1b1708253e6 · outbound

This paper cites False data injection attacks against state estimation in electric power grids.

An AI-Based Supervisory Measurement Integrity Validation Layer for Cyber-Resilient AC/DC Protection in Inverter-Based Microgrids False data injection attacks against state estimation in electric power grids

Reference 1

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation c8ceebd5-6702-470e-b3b5-0f7e6662917b · outbound

This paper cites How microgrid control technology is driving innovation in energy re- siliency for the department of defense.

An AI-Based Supervisory Measurement Integrity Validation Layer for Cyber-Resilient AC/DC Protection in Inverter-Based Microgrids How microgrid control technology is driving innovation in energy re- siliency for the department of defense

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T19:28:15.215173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 250ff696-01ea-4172-bc36-2132e0385ae6 · outbound

This paper cites Microgrid protection.

An AI-Based Supervisory Measurement Integrity Validation Layer for Cyber-Resilient AC/DC Protection in Inverter-Based Microgrids Microgrid protection

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T19:28:15.223309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation c1183d5a-c284-4ca6-bbfd-a214b8227516 · outbound

This paper cites Mi- crogrid resilience: A holistic approach for assessing threats, identifying vulnerabilities, and designing corresponding mitigation strategies.

An AI-Based Supervisory Measurement Integrity Validation Layer for Cyber-Resilient AC/DC Protection in Inverter-Based Microgrids Mi- crogrid resilience: A holistic approach for assessing threats, identifying vulnerabilities, and designing corresponding mitigation strategies

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T19:28:15.173020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 564c7017-16b3-4cda-b75b-54de4859f35a · outbound

This paper cites Cyber-resilient fault diagnosis in transmission lines: A substitute for distance relays under cyber-attacks.

An AI-Based Supervisory Measurement Integrity Validation Layer for Cyber-Resilient AC/DC Protection in Inverter-Based Microgrids Cyber-resilient fault diagnosis in transmission lines: A substitute for distance relays under cyber-attacks

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T19:28:15.222997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation eb8684b3-8611-4433-99fa-997ced846425 · outbound

This paper cites Differential frequency protection scheme based on off-nominal frequency injections for inverter-based islanded microgrids.

An AI-Based Supervisory Measurement Integrity Validation Layer for Cyber-Resilient AC/DC Protection in Inverter-Based Microgrids Differential frequency protection scheme based on off-nominal frequency injections for inverter-based islanded microgrids

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T19:28:15.234464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 38fd81eb-0dcc-43ed-8bb3-9fdeb0a2994d · outbound

This paper cites Modern line current differential protection solutions.

An AI-Based Supervisory Measurement Integrity Validation Layer for Cyber-Resilient AC/DC Protection in Inverter-Based Microgrids Modern line current differential protection solutions

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T19:28:15.209116Z

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No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 2d9b0ceb-5d3a-4292-966f-91f75eeda3ba · outbound

This paper cites Differential evolution-based three stage dynamic cyber-attack of cyber-physical power systems.

An AI-Based Supervisory Measurement Integrity Validation Layer for Cyber-Resilient AC/DC Protection in Inverter-Based Microgrids Differential evolution-based three stage dynamic cyber-attack of cyber-physical power systems

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T19:28:15.193629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 290a1e65-5e3d-428a-a2de-ee3efcb20142 · outbound

This paper cites Constrained-differential-evolution-based stealthy sparse cyber-attack and countermeasure in an ac smart grid.

An AI-Based Supervisory Measurement Integrity Validation Layer for Cyber-Resilient AC/DC Protection in Inverter-Based Microgrids Constrained-differential-evolution-based stealthy sparse cyber-attack and countermeasure in an ac smart grid

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T19:28:15.190878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 5d4a4a72-f64d-4334-ae94-ea6371a8bd99 · outbound

This paper cites A model- independent trojan attack on deep learning-based fdia detection in smart grid protection systems.

An AI-Based Supervisory Measurement Integrity Validation Layer for Cyber-Resilient AC/DC Protection in Inverter-Based Microgrids A model- independent trojan attack on deep learning-based fdia detection in smart grid protection systems

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T19:28:15.226132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 6b9a95f2-85a9-4aa6-8d8e-b4d932574ce9 · outbound

This paper cites Reliable iot paradigm with ensemble machine learning for faults diagnosis of power transformers considering adversarial attacks.

An AI-Based Supervisory Measurement Integrity Validation Layer for Cyber-Resilient AC/DC Protection in Inverter-Based Microgrids Reliable iot paradigm with ensemble machine learning for faults diagnosis of power transformers considering adversarial attacks

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T19:28:15.229048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 60241de5-d40c-4520-ae21-04bcdfd397aa · outbound

This paper cites Cyber-immune line current differential relays.

An AI-Based Supervisory Measurement Integrity Validation Layer for Cyber-Resilient AC/DC Protection in Inverter-Based Microgrids Cyber-immune line current differential relays

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T19:28:15.195934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 7fd6856b-32e2-46a0-928f-23eec0a4f084 · outbound

This paper cites Preventing time- synchronization attacks on synchrophasor measurements of wide-area damping controllers.

An AI-Based Supervisory Measurement Integrity Validation Layer for Cyber-Resilient AC/DC Protection in Inverter-Based Microgrids Preventing time- synchronization attacks on synchrophasor measurements of wide-area damping controllers

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T19:28:15.203890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 92c18542-a657-49bc-b806-80ea1ae9327f · outbound

This paper cites An adaptive penalized weighted least squared approach for detecting and mitigating cyber-attacks on dynamic state estimation.

An AI-Based Supervisory Measurement Integrity Validation Layer for Cyber-Resilient AC/DC Protection in Inverter-Based Microgrids An adaptive penalized weighted least squared approach for detecting and mitigating cyber-attacks on dynamic state estimation

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T19:28:15.175549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 600b5070-88f8-48a9-8cd0-517c98b665d8 · outbound

This paper cites Cyber resiliency enhancement of overcurrent relays in distribution systems.

An AI-Based Supervisory Measurement Integrity Validation Layer for Cyber-Resilient AC/DC Protection in Inverter-Based Microgrids Cyber resiliency enhancement of overcurrent relays in distribution systems

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T19:28:15.184466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 9422db2c-4dd7-4632-9154-fb510a25e475 · outbound

This paper cites Remedial pilot main protection scheme for transmission line independent of data synchronism.

An AI-Based Supervisory Measurement Integrity Validation Layer for Cyber-Resilient AC/DC Protection in Inverter-Based Microgrids Remedial pilot main protection scheme for transmission line independent of data synchronism

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T19:28:15.208025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 50e40986-2ab1-4085-951f-1e35de6899b1 · outbound

This paper cites A deep learning-based cyberattack detection system for transmission protective relays.

An AI-Based Supervisory Measurement Integrity Validation Layer for Cyber-Resilient AC/DC Protection in Inverter-Based Microgrids A deep learning-based cyberattack detection system for transmission protective relays

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T19:28:15.187110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 99051a66-a701-43e4-b396-ccba15980787 · outbound

This paper cites Anomaly-based detection of cyberattacks on line current differential relays.

An AI-Based Supervisory Measurement Integrity Validation Layer for Cyber-Resilient AC/DC Protection in Inverter-Based Microgrids Anomaly-based detection of cyberattacks on line current differential relays

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T19:28:15.169046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 0168762d-4336-4569-a0ee-c8e5d41ec115 · outbound

This paper cites A cyber resilient protection scheme for bipolar dc microgrids using symmetrical component decom- position.

An AI-Based Supervisory Measurement Integrity Validation Layer for Cyber-Resilient AC/DC Protection in Inverter-Based Microgrids A cyber resilient protection scheme for bipolar dc microgrids using symmetrical component decom- position

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T19:28:15.149884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation f83c7900-7163-421f-96a8-d7a4ba4bc20b · outbound

This paper cites A cyberattack detection method for line current differential relays in medium-voltage dc microgrids.

An AI-Based Supervisory Measurement Integrity Validation Layer for Cyber-Resilient AC/DC Protection in Inverter-Based Microgrids A cyberattack detection method for line current differential relays in medium-voltage dc microgrids

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T19:28:15.211027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 96208a41-7bac-4a89-9d95-59a397195f35 · outbound

This paper cites Resilient protection of medium voltage dc microgrids against cyber intrusion.

An AI-Based Supervisory Measurement Integrity Validation Layer for Cyber-Resilient AC/DC Protection in Inverter-Based Microgrids Resilient protection of medium voltage dc microgrids against cyber intrusion

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T19:28:15.231761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 909848cc-b5b3-4fb7-a2ed-790995b8ab09 · outbound

This paper cites Protection of inverter-based islanded microgrids via synthetic harmonic current pattern injection.

An AI-Based Supervisory Measurement Integrity Validation Layer for Cyber-Resilient AC/DC Protection in Inverter-Based Microgrids Protection of inverter-based islanded microgrids via synthetic harmonic current pattern injection

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T19:28:15.167464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation fb3712ea-147f-43ea-a340-37e532e1b407 · outbound

This paper cites Optimal active fault detection in inverter-based grids.

An AI-Based Supervisory Measurement Integrity Validation Layer for Cyber-Resilient AC/DC Protection in Inverter-Based Microgrids Optimal active fault detection in inverter-based grids

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T19:28:15.154264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 9b6caa8a-78a7-491d-b9fc-b77d6bfbdc1b · outbound

This paper cites SEL-T400L time-domain line protection.

An AI-Based Supervisory Measurement Integrity Validation Layer for Cyber-Resilient AC/DC Protection in Inverter-Based Microgrids SEL-T400L time-domain line protection

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T19:28:15.212155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 489db221-33f4-45f6-8f75-50005363c588 · outbound

This paper cites Centralized protection strategy for medium voltage dc microgrids.

An AI-Based Supervisory Measurement Integrity Validation Layer for Cyber-Resilient AC/DC Protection in Inverter-Based Microgrids Centralized protection strategy for medium voltage dc microgrids

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T19:28:15.186094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation a0fcc8ed-5e96-4b1f-b4d0-315ff9360179 · outbound

This paper cites Saadat,Power System Analysis.

An AI-Based Supervisory Measurement Integrity Validation Layer for Cyber-Resilient AC/DC Protection in Inverter-Based Microgrids Saadat,Power System Analysis

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T19:28:15.220733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 6f20a563-facd-4b00-a1b9-34d5c3ca0b1c · outbound

This paper cites On the security of public key protocols.

An AI-Based Supervisory Measurement Integrity Validation Layer for Cyber-Resilient AC/DC Protection in Inverter-Based Microgrids On the security of public key protocols

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T19:28:15.239731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation a22a2a6f-f060-4dc9-ade5-e6d566fa2b21 · outbound

This paper cites Vulnera- bilities and security issues in optical networks.

An AI-Based Supervisory Measurement Integrity Validation Layer for Cyber-Resilient AC/DC Protection in Inverter-Based Microgrids Vulnera- bilities and security issues in optical networks

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T19:28:15.237311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 4950c71a-4e9d-4032-9cfb-7e25dd0bc378 · outbound

This paper cites Gradient-based learning algorithms for recurrent networks and their computational complexity.

An AI-Based Supervisory Measurement Integrity Validation Layer for Cyber-Resilient AC/DC Protection in Inverter-Based Microgrids Gradient-based learning algorithms for recurrent networks and their computational complexity

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T19:28:15.174452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 0912d7ed-cf2f-4cd8-9445-af27c400045e · outbound

This paper cites TsAI - a state-of-the-art deep learning library for time series and sequential data.

An AI-Based Supervisory Measurement Integrity Validation Layer for Cyber-Resilient AC/DC Protection in Inverter-Based Microgrids TsAI - a state-of-the-art deep learning library for time series and sequential data

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T19:28:15.193226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation c75587ac-115d-4ded-8c42-930376f4c1cd · outbound

This paper cites A Gentle Tutorial of Recurrent Neural Network with Error Backpropagation.

An AI-Based Supervisory Measurement Integrity Validation Layer for Cyber-Resilient AC/DC Protection in Inverter-Based Microgrids A Gentle Tutorial of Recurrent Neural Network with Error Backpropagation

Reference 31

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation fb6fa7af-f70f-4812-8203-f0008aa5b925 · outbound

This paper cites A holomorphic embedding power flow algorithm for islanded hybrid ac/dc microgrids.

An AI-Based Supervisory Measurement Integrity Validation Layer for Cyber-Resilient AC/DC Protection in Inverter-Based Microgrids A holomorphic embedding power flow algorithm for islanded hybrid ac/dc microgrids

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T19:28:15.141971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 43d79959-17e9-4d19-a06b-072ad7288d5e · outbound

This paper cites Practical bayesian optimiza- tion of machine learning algorithms.

An AI-Based Supervisory Measurement Integrity Validation Layer for Cyber-Resilient AC/DC Protection in Inverter-Based Microgrids Practical bayesian optimiza- tion of machine learning algorithms

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T19:28:15.188975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 5c0ed079-7e92-482b-94e9-b2bdf2333ed8 · outbound

This paper cites Innovative solutions improve transmission line protection.

An AI-Based Supervisory Measurement Integrity Validation Layer for Cyber-Resilient AC/DC Protection in Inverter-Based Microgrids Innovative solutions improve transmission line protection

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T19:28:15.199480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 7628f8e0-0357-405f-88cf-9d72879d2436 · outbound

This paper cites Williamson and J.

An AI-Based Supervisory Measurement Integrity Validation Layer for Cyber-Resilient AC/DC Protection in Inverter-Based Microgrids Williamson and J

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T19:28:15.202211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 5c8c9b2e-2b34-4fda-97ca-96fc1f8157a5 · outbound

This paper cites Available: https:// wiki.opal-rt.com/display/HDGD/OP5700.

An AI-Based Supervisory Measurement Integrity Validation Layer for Cyber-Resilient AC/DC Protection in Inverter-Based Microgrids Available: https:// wiki.opal-rt.com/display/HDGD/OP5700

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T19:28:15.214546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation e1b813b1-eb60-42c1-b7c4-1604b34bb702 · outbound

This paper cites A learning-based framework for detecting cyber-attacks against line current differential relays.

An AI-Based Supervisory Measurement Integrity Validation Layer for Cyber-Resilient AC/DC Protection in Inverter-Based Microgrids A learning-based framework for detecting cyber-attacks against line current differential relays

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T19:28:15.183179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 4f779fbe-4612-44d9-a0cc-c7c7ebf42254 · outbound

This paper cites Cnn-based transformer model for fault detection in power system networks.

An AI-Based Supervisory Measurement Integrity Validation Layer for Cyber-Resilient AC/DC Protection in Inverter-Based Microgrids Cnn-based transformer model for fault detection in power system networks

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T19:28:15.180355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 5d4d5acf-63ec-4709-9d56-a433097a9560 · outbound

This paper cites He was the head and director of the Research Center for Cryptoeconomics in Vienna, Austria.

An AI-Based Supervisory Measurement Integrity Validation Layer for Cyber-Resilient AC/DC Protection in Inverter-Based Microgrids He was the head and director of the Research Center for Cryptoeconomics in Vienna, Austria

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T19:28:15.171771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation d7528d4f-cec2-4433-b754-a7e5758185dc · outbound

This paper cites He is currently a Professor with the Concordia Institute for Information Systems Engineering, Concordia Uni- versity, Montreal, Canada.

An AI-Based Supervisory Measurement Integrity Validation Layer for Cyber-Resilient AC/DC Protection in Inverter-Based Microgrids He is currently a Professor with the Concordia Institute for Information Systems Engineering, Concordia Uni- versity, Montreal, Canada

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T19:28:15.205208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Pith citing papers

No inbound Pith citation observations are available.