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Paper Citation Record · LEDGER

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector

As of 22 August 2026, this Paper Citation Record lists 64 of 64 outbound references and 0 inbound Pith citation observations for arXiv:2412.04045.

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

pith.paper-citation-record.v1
2412.04045 v1

Coverage vector

measured 64 of 64 reference resolution

Typed states for the displayed outbound observations.

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measured 64 of 64 standing notices

One-hop event checks from named stored sources.

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measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

64 of 64 outbound references displayed

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External citation measurements

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Outbound references

Observation a918367c-35b9-4ae4-ae67-845844f9ed31 · outbound

This paper cites epu-ntua/enershare-ai4ef: 0.0.2, November 2024.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector epu-ntua/enershare-ai4ef: 0.0.2, November 2024

Reference 1

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AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector Unresolved cited work

Reference 2

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Observation ab93a2d2-81aa-4656-91db-086a130d5794 · outbound

This paper cites Python reference manual.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector Python reference manual

Reference 3

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Observation 6c7993d5-53b5-42d7-8bc2-288eca005aed · outbound

This paper cites Python package index - pypi, 2024.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector Python package index - pypi, 2024

Reference 4

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This paper cites Sustainable development goals, n.d.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector Sustainable development goals, n.d

Reference 5

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AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector Unresolved cited work

Reference 6

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Observation c4e2c8ce-e68a-42ca-aa83-a3704ffd4efb · outbound

This paper cites Repowereu: Affordable, secure and sustainable energy for europe, 2024.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector Repowereu: Affordable, secure and sustainable energy for europe, 2024

Reference 7

Resolution
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Observation 66666d40-819a-4dc1-90e6-725875b3f7b2 · outbound

This paper cites A review on sustainable design of renewable energy systems.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector A review on sustainable design of renewable energy systems

Reference 8

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Observation 5d588103-7a55-4549-96c6-52906c8bb294 · outbound

This paper cites Renewable energy and the city: Urban life in an age of fossil fuel depletion and climate change.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector Renewable energy and the city: Urban life in an age of fossil fuel depletion and climate change

Reference 9

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This paper cites Holechek, Hatim M.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector Holechek, Hatim M

Reference 10

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Observation e2b20ee0-fd97-42f6-ab4e-c69ab4fe825d · outbound

This paper cites Role of energy storage systems in energy transition from fossil fuels to renewables.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector Role of energy storage systems in energy transition from fossil fuels to renewables

Reference 11

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Observation 88b86cc1-c971-40fe-86f2-52bc00be025d · outbound

This paper cites Research and case appli- cation of zero-carbon buildings based on multi-system integration func- tion.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector Research and case appli- cation of zero-carbon buildings based on multi-system integration func- tion

Reference 12

Resolution
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This paper cites The challenge of sus- tainable building renovation: assessment of current criteria and future outlook.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector The challenge of sus- tainable building renovation: assessment of current criteria and future outlook

Reference 13

Resolution
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Observation fdeea730-2981-4f8f-9276-91d97759a9c4 · outbound

This paper cites Systematic method for the sustainability analysis of refurbishment concepts of exterior walls.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector Systematic method for the sustainability analysis of refurbishment concepts of exterior walls

Reference 14

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Observation 475a123b-f333-433d-969f-22186008878c · outbound

This paper cites Sustainabil- ity of heating, ventilation and air-conditioning (hvac) systems in build- ings—an overview.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector Sustainabil- ity of heating, ventilation and air-conditioning (hvac) systems in build- ings—an overview

Reference 15

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Observation 1935cc80-4502-4b8d-bbb9-d5ce97edebc9 · outbound

This paper cites Optimization of energy in sustainable architecture and green roofs in construction: A review of challenges and advantages.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector Optimization of energy in sustainable architecture and green roofs in construction: A review of challenges and advantages

Reference 16

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This paper cites Green archi- tecture: A concept of sustainability.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector Green archi- tecture: A concept of sustainability

Reference 17

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Observation fb52266a-8abe-466e-88f8-7c42f2188f62 · outbound

This paper cites Building energy- efficiency standards in a life cycle primary energy perspective.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector Building energy- efficiency standards in a life cycle primary energy perspective

Reference 18

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This paper cites The role of green building ma- terials in sustainable architecture: Innovations, challenges, and future trends.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector The role of green building ma- terials in sustainable architecture: Innovations, challenges, and future trends

Reference 19

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AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector Smart materials innovative technologies in architecture; towards innovative design paradigm

Reference 20

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This paper cites A comprehensive review on emerging trends in smart green building technologies and sus- tainable materials.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector A comprehensive review on emerging trends in smart green building technologies and sus- tainable materials

Reference 21

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AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector Review of energy- efficient hvac technologies for sustainable buildings

Reference 22

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AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector Green smart building: Requisites, archi- tecture, challenges, and use cases

Reference 23

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AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector Use of smart technologies for energy efficiency, energy- and load management in small and medium sized enterprises (smes)

Reference 24

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This paper cites Environmental impact of renewable energy source based electrical power plants: Solar, wind, hydroelectric, biomass, geothermal, tidal, ocean, and osmotic.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector Environmental impact of renewable energy source based electrical power plants: Solar, wind, hydroelectric, biomass, geothermal, tidal, ocean, and osmotic

Reference 25

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This paper cites Har- nessing machine learning for sustainable futures: advancements in re- newable energy and climate change mitigation.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector Har- nessing machine learning for sustainable futures: advancements in re- newable energy and climate change mitigation

Reference 26

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This paper cites How does artificial intelligence affect pollutant emissions by improving energy efficiency and developing green technology.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector How does artificial intelligence affect pollutant emissions by improving energy efficiency and developing green technology

Reference 27

Resolution
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This paper cites Method and evaluations of the effective gain of artificial intelligence models for reduc- ing co2 emissions.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector Method and evaluations of the effective gain of artificial intelligence models for reduc- ing co2 emissions

Reference 28

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AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector Machine learning for optimising 17 renewable energy and grid efficiency

Reference 29

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AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector Unresolved cited work

Reference 30

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This paper cites Navigating the nexus of artificial intelligence and renewable energy for the advancement of sustainable development goals.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector Navigating the nexus of artificial intelligence and renewable energy for the advancement of sustainable development goals

Reference 31

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This paper cites A review of the applications of artificial intelligence and big data to buildings for energy-efficiency and a com- fortable indoor living environment.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector A review of the applications of artificial intelligence and big data to buildings for energy-efficiency and a com- fortable indoor living environment

Reference 32

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Observation 0cfa7ea6-432a-494b-816d-ad8af9e4665f · outbound

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AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector Utility grid: Present challenges and their potential solutions

Reference 33

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Observation 1fd54d54-a301-49d6-ae33-084e0e11b85b · outbound

This paper cites Massoud Amin.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector Massoud Amin

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:51:03.077406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:51:02.511532Z digest=sha256:fefd94bd0993fb5512501f9c6d346ecc9cb6ef7b76b40a2b0fa263f3dbe1192b

Observation c08223c6-3e4c-47a3-89c7-b1368487695b · outbound

This paper cites Towards net- zero emissions in the eu energy system by 2050.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector Towards net- zero emissions in the eu energy system by 2050

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:51:03.064152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:51:02.515653Z digest=sha256:8ecd7194dac6643522c2183be49c2bc0c1e155fe4a49ba098c98dc8ec59be090

Observation 0a3a8dd7-7cba-45da-bcb1-7923a39be044 · outbound

This paper cites equest, 2023.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector equest, 2023

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:51:03.051402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:51:02.519912Z digest=sha256:ccc96ce023c3ae6745ae6af95222e317dcbbe00f6ada57a1251c6f6647bdfdec

Observation 80b72683-2e7b-45d3-99df-ab42e375dfb5 · outbound

This paper cites BuildingIQ.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector BuildingIQ

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:51:03.038232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:51:02.524022Z digest=sha256:1102cb0c40820db25b7ca3b312f634950eacf37f424737af6528666b4013a0f6

Observation 3a302109-353b-41bf-b327-eca3fded0695 · outbound

This paper cites Autodesk.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector Autodesk

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:51:03.025375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:51:02.528634Z digest=sha256:5f20ff54f962c982f5aff24cdc76bfae2b328c07414df553161a1d5d6e9b1d4a

Observation 2e5b1a67-7803-4ba5-bfde-abae4f6e1dbc · outbound

This paper cites Aurora Solar.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector Aurora Solar

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:51:03.012202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:51:02.532568Z digest=sha256:87c207d6223a2a137a0b325f5dab37c7d7682b6a9d7482973a954d0456bfa256

Observation 976e3de3-4b37-4221-b480-f470bf498f9f · outbound

This paper cites Openstudio, 2023.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector Openstudio, 2023

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:51:02.999425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:51:02.536803Z digest=sha256:933e4507db1ca34dd4bcf81e8dc19c2a73ddb8ed168ddfcadb3a7e626340092f

Observation 445b8ad8-17a4-45ab-ae69-5dc2c18cac84 · outbound

This paper cites Retrofit advisor, 2023.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector Retrofit advisor, 2023

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:51:02.987318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:51:02.540913Z digest=sha256:0344840972e3bab4001d35ce34ce3f4daf83b096039141cdf5fff1147e85951c

Observation bf524790-05c6-4dd1-9cea-7345b83f35c2 · outbound

This paper cites Folsom Labs.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector Folsom Labs

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:51:02.975399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:51:02.545113Z digest=sha256:8177c469d8b7ad36a22fdf0bd0d292a8492898eaa2e371d3b523b071333de630

Observation e3a7d8cc-615b-4b06-89b5-3b1e19513e0e · outbound

This paper cites Latvian environmental invest- ment fund (leif), 2024.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector Latvian environmental invest- ment fund (leif), 2024

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:51:02.962948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:51:02.549254Z digest=sha256:c9cc1e0d1ffff09c0a7e8d93afad8edde614f4e6d404f91707e92669ee777d48

Observation 0e96f0c1-00f6-4315-bca6-81288cdc9f7a · outbound

This paper cites Enershare — the energy data space for europe.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector Enershare — the energy data space for europe

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:51:02.949507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:51:02.553230Z digest=sha256:7d177f9889e597422242c302ff231ea4b450371407782d2186f1ac1b37b649c6

Observation 9a3d1611-2928-4a20-bf6d-6f0710e812de · outbound

This paper cites Solar-log, 2023.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector Solar-log, 2023

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:51:02.935718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:51:02.557292Z digest=sha256:bb6877cedb8932f1089f34828eb88cb8350aef1a5828a275937e073b3007deb5

Observation 43663f48-1732-4cdb-aab0-d74a568bef9a · outbound

This paper cites Valentin Software.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector Valentin Software

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:51:02.920678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:51:02.561472Z digest=sha256:6061587a601ad599dac61fb6ac1508333c8f97ff5f3a9beb3f2fe0e67f9102f3

Observation eac9fc11-d9fd-4641-822a-16b660e43ec6 · outbound

This paper cites Docker: Accelerated, containerized application development.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector Docker: Accelerated, containerized application development

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:51:02.907415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:51:02.565688Z digest=sha256:0b05f9937837949f9b3854a840dbc94c4c70a84ea2398ea2409791730b12cee1

Observation 7311226a-3120-46af-a78d-e0ec1496e635 · outbound

This paper cites Keycloak: Open source identity and access management,.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector Keycloak: Open source identity and access management,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:51:02.894285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:51:02.570407Z digest=sha256:b1417d16ccabcd2d919331682d6a808957fc9377f9d4b716a0cd14a4e616d93b

Observation 58a30610-269b-4d9b-810d-d3f642426ac0 · outbound

This paper cites React: A javascript library for building user interfaces, 2024.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector React: A javascript library for building user interfaces, 2024

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:51:02.868211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:51:02.578900Z digest=sha256:6d7cf5ca4a75b9f9f5706f7a6cc4685690ab5242500af40688360fd0f0614c55

Observation 8e3917e0-93ad-4a43-8439-de31266951d2 · outbound

This paper cites HTML5 Specification.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector HTML5 Specification

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:51:02.854783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:51:02.582919Z digest=sha256:0e79e334f1d93a978b651dfdfeb68d4b65e664aea00a588b3eb9d81370f09a7e

Observation 33f47732-1162-442f-8de2-0ad254052d37 · outbound

This paper cites Cascading Style Sheets (CSS) Specification.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector Cascading Style Sheets (CSS) Specification

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:51:02.841935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:51:02.587362Z digest=sha256:2cc0c8b81edae363e483ead45b35bb66b68bc73278262414b437b2b0b98106f6

Observation 2a4241c5-8753-4dd1-bc0d-b802531a4886 · outbound

This paper cites ECMAScript 2015 Language Specification.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector ECMAScript 2015 Language Specification

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:51:02.828665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:51:02.591418Z digest=sha256:f409c843ae890f22d45a04f8b854d2f1dd0b388423781474f0d5f5d83f51711a

Observation e2300930-3846-4fda-8171-754488f6170b · outbound

This paper cites MUI: Material-UI React Component Library.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector MUI: Material-UI React Component Library

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:51:02.816168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:51:02.595694Z digest=sha256:640f2b7f248cbea6a97f1462644d195f20757cf039912ac7fcc2bda82059d7d5

Observation 66390782-fb3c-4012-808c-e74dd721d44d · outbound

This paper cites Dagster: The data orchestrator for machine learning, analytics, and etl, 2024.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector Dagster: The data orchestrator for machine learning, analytics, and etl, 2024

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:51:02.803882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:51:02.599537Z digest=sha256:958b856bf186f247ba9ef7f2ec21f6405e3e36d120225d8124f44e3658551b1e

Observation ccd9fd50-337f-4d09-a183-3b6bd0e981f0 · outbound

This paper cites Scikit-learn: Machine learning in python, 2024.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector Scikit-learn: Machine learning in python, 2024

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:51:02.791538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:51:02.603428Z digest=sha256:539b7749a9dc07017772ed14a3488aa80ccc1e089a0c5590f70eb531255993ce

Observation 76fadd3a-f7d5-4351-9d6c-453185757986 · outbound

This paper cites Scipy: Open source scientific tools for python, 2024.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector Scipy: Open source scientific tools for python, 2024

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:51:02.778036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:51:02.606995Z digest=sha256:0f0ae9f728be7c41bbc8002f42e79b061f308e615eca08c3740bb11bfb49c834

Observation 0ce80b46-c420-4da1-9440-1af83528e169 · outbound

This paper cites Pytorch lightning: The lightweight pytorch wrapper for high-performance research, 2024.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector Pytorch lightning: The lightweight pytorch wrapper for high-performance research, 2024

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:51:02.764514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:51:02.610541Z digest=sha256:9ad9b57fb7b3ffc193ac62631ac2b2027bc5bfb510404f10ffda090b8683d276

Observation f2a2fce9-3531-4b06-8635-90e41d17a912 · outbound

This paper cites Optuna: A hyperparameter optimization framework, 2024.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector Optuna: A hyperparameter optimization framework, 2024

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:51:02.749027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:51:02.613998Z digest=sha256:ad9ec596f53487c0dc1a6da485f7a8539059864e0af4fe68b48aba34c45ad010

Observation 7be49774-4d25-4fa7-ade0-9994f19780dd · outbound

This paper cites Darts: A python library for easy time series forecasting, 2024.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector Darts: A python library for easy time series forecasting, 2024

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:51:02.733791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:51:02.618117Z digest=sha256:43de470941f0555310fce04b0f8b78235be8dfd62653193c55f6812e99049760

Observation a7e2d6d5-b1a1-4aeb-b6fa-ceddf8d096ab · outbound

This paper cites Tno security gateway, 2024.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector Tno security gateway, 2024

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:51:02.719721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:51:02.622210Z digest=sha256:daffd33cf17c1b9f0224504a87952dd7e21fca72a320a78d65b7496ffbcdc744

Observation c57e1f92-31e2-44c4-af73-d8b8492b9b7f · outbound

This paper cites Fastapi: Modern, fast (high-performance) web framework for python, 2024.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector Fastapi: Modern, fast (high-performance) web framework for python, 2024

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:51:02.705231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:51:02.626417Z digest=sha256:38882954ac75080f03ce6eef03f9112c0278eb1ae41b7e585d0120b8e83aad98

Observation 71909a48-0c87-41e3-9155-8fa18fc34e76 · outbound

This paper cites Pandas: Powerful data analysis and manipulation tool, 2024.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector Pandas: Powerful data analysis and manipulation tool, 2024

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:51:02.691271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:51:02.630402Z digest=sha256:821d003135dbd77a6b8d54cc9b2b0dcdd122249335b219c596e38ffaf5b82021

Observation d400cfbb-734d-4f0f-a693-5fef051dc82e · outbound

This paper cites com/epu-ntua/ enershare-ai4ef/ blob/master/ README.md Support email for questions atzortzis@epu.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector com/epu-ntua/ enershare-ai4ef/ blob/master/ README.md Support email for questions atzortzis@epu

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:51:02.670851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:51:02.634571Z digest=sha256:2e8c8701da63151c361711e5986ea896f6513f3b28c406fd0d2f0727290ff15f

Observation a885e06d-2d45-4218-b90f-0ebade8dee6b · outbound

This paper cites an unresolved cited work.

AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector Unresolved cited work

Reference 2023

Resolution
parse uncertain
raw_fallback, observed 2026-08-11T21:51:02.880890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T21:51:02.574748Z digest=sha256:2c5f4c0d292b949358198b1a40d0f464600e584722927976cf175c1c55c503a2

Pith citing papers

No inbound Pith citation observations are available.