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I

Ionuț Anghel

technical university of cluj napoca

25H-index
190Paper Count
2.7KCitation Count
Published Papers 36
Publication Date
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Performance evaluation of large language models for automated knowledge graph generation
errMachine Learning with Applications
IF4.9
err2026-05-01
err0
PREAI
errMartin, Ioana Ramona; Cioara, Tudor; Anghel, Ionut; Arcas, Gabriel
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errSave
A Laplace diffusion-based transformer model for heart rate forecasting within daily activity context
errMACHINE LEARNING WITH APPLICATIONS
IF4.9
err2025-10-01
err0
errOAAI
errMateescu, Andrei; Hadarau, Ioana; Anghel, Ionut; Cioara, Tudor; Anchidin, Ovidiu; Nemes, Ancuta
errShare
errSave
A systematic review of transformers and large language models in the energy sector: towards agentic digital twins
errApplied Energy
IF11
err2025-08-23
err0
errOAAI
errGabriel Antonesi; Tudor Cioara; Ionut Anghel; Vasilis Michalakopoulos; Elissaios Sarmas; Liana Toderean
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errSave
Whale optimization-based clustering for buildings’ energy consumption profiles
errmaterials reports: energy
IF5.1
err2025-07-23
err0
PREAI
errViorica Rozina Chifu; Tudor Cioara; Ionela Danci; Cristina Bianca Pop; Ionut Anghel
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errSave
A Data-Driven Framework for Estimating Residential Energy Flexibility for Aggregated Demand-Side Management
errsustainable energy grids networks
IF0
err2025-07-01
err0
PREAI
errIoannis Papias; Vasilis Michalakopoulos; Elissaios Sarmas; Vangelis Marinakis; Gabriel Antonesi; Tudor Cioara; Ionut Anghel
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errSave
New care pathways for supporting transitional care from hospitals to home using AI and personalized digital assistance
errSCIENTIFIC REPORTS
IF3.9
err2025-05-25
err0
errOAAI
errAnghel, Ionut; Cioara, Tudor; Bevilacqua, Roberta; Barbarossa, Federico; Grimstad, Terje; Hellman, Riitta; Solberg, Arnor; Boye, Lars Thomas; Anchidin, Ovidiu; Nemes, Ancuta; Gabrielsen, Camilla
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errSave
Hybrid transformer model with liquid neural networks and learnable encodings for buildings' energy forecasting
errENERGY AND AI
IF9.6
err2025-05-01
err0
errOAAI
errAntonesi, Gabriel; Cioara, Tudor; Anghel, Ionut; Papias, Ioannis; Michalakopoulos, Vasilis; Sarmas, Elissaios
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errSave
Heuristic based federated learning with adaptive hyperparameter tuning for households energy prediction
errSCIENTIFIC REPORTS
IF3.9
err2025-04-12
err0
errOAAI
errToderean, Liana; Daian, Mihai; Cioara, Tudor; Anghel, Ionut; Michalakopoulos, Vasilis; Sarantinopoulos, Efstathios; Sarmas, Elissaios
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errSave
A federated learning model with the whale optimization algorithm for renewable energy prediction
errCOMPUTERS & ELECTRICAL ENGINEERING
IF4.9
err2025-04-01
err0
errOAAI
errChifu, Viorica Rozina; Cioara, Tudor; Anitei, Cristian Daniel; Pop, Cristina Bianca; Anghel, Ionut; Toderean, Liana
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errSave
Evolutionary game for incentivizing social cooperation of prosumers in transactive energy communities
errENERGY AND BUILDINGS
IF7.1
err2025-01-01
err0
errOAAI
errMitrea, Dan; Cioara, Tudor; Anghel, Ionut; Toderean, Liana
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errSave
Demand response optimization for smart grid integrated buildings: Review of technology enablers landscape and innovation challenges
errENERGY AND BUILDINGS
IF7.1
err2025-01-01
err0
PREAI
errToderean, Liana; Cioara, Tudor; Anghel, Ionut; Sarmas, Elissaios; Michalakopoulos, Vasilis; Marinakis, Vangelis
errShare
errSave
Whale Optimization for Cloud-Edge-Offloading Decision-Making for Smart Grid Services
errBIOMIMETICS
IF3.9
err2024-05-18
err4
errOAAI
errArcas, Gabriel Ioan; Cioara, Tudor; Anghel, Ionut
errShare
errSave
Edge Offloading in Smart Grid
errSMART CITIES
IF5.5
err2024-02-19
err8
errOAAI
errArcas, Gabriel Ioan; Cioara, Tudor; Anghel, Ionut; Lazea, Dragos; Hangan, Anca
errShare
errSave
Social Factors in P2P Energy Trading Using Hedonic Games
errIEEE ACCESS
IF3.6
err2024-01-01
err1
errOAAI
errMitrea, Dan; Chifu, Viorica Rozina; Cioara, Tudor; Anghel, Ionut; Pop, Cristina Bianca
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errSave
Smart contracts and homomorphic encryption for private P2P energy trading and demand response on blockchain
errHELIYON
IF3.6
err2023-11-01
err3
errOAAI
errMitrea, Dan; Toderean, Liana; Cioara, Tudor; Anghel, Ionut; Antal, Marcel
errShare
errSave
A Machine Learning Pipeline to Forecast the Electricity and Heat Consumption in a City District
errBUILDINGS
IF3.1
err2023-05-29
err1
errOAAI
errAntonesi, Gabriel; Cioara, Tudor; Toderean, Liana; Anghel, Ionut; De Mulder, Chaim
errShare
errSave
Privacy-Preserving Computation for Peer-to-Peer Energy Trading on a Public Blockchain
errSENSORS
IF3.5
err2023-05-10
err9
errOAAI
errMitrea, Dan; Cioara, Tudor; Anghel, Ionut
errShare
errSave
Cooperative Games Over Blockchain and Smart Contracts for Self-Sufficient Energy Communities
errIEEE ACCESS
IF3.6
err2023-01-01
err12
errOAAI
errToderean, Liana; Chifu, Viorica Rozina; Cioara, Tudor; Anghel, Ionut; Pop, Cristina Bianca
errShare
errSave
Emerging Sensors Techniques and Technologies; Intelligent Environments
errSENSORS
IF3.5
err2022-08-26
err0
errOAAI
errAnghel, Ionut; Cioara, Tudor
errShare
errSave
Deep Learning, Mining, and Collaborative Clustering to Identify Flexible Daily Activities Patterns
errSENSORS
IF3.5
err2022-06-25
err5
errOAAI
errChifu, Viorica Rozina; Pop, Cristina Bianca; Rancea, Alexandru Miron; Morar, Andrei; Cioara, Tudor; Antal, Marcel; Anghel, Ionut
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errSave

Research Directions

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Co-authors
Cooperation Journals
S
Simon Miles
H-index: 37 · Papers: 267
V
Vangelis Marinakis
H-index: 32 · Papers: 212
C
Ciprian Dobre
H-index: 31 · Papers: 419
F
Florin Pop
H-index: 29 · Papers: 448
T
Tudor Cioara
H-index: 25 · Papers: 196
View more