ADDitively Manufactured OPTimized Structures by means of Machine Learning

Risultati finali

The first progress report will be prepared describing the progress achieved so far and any failures encountered with respect to the project plan Delivery M13

Data Management Plan

Preparation of Data Management Plan

Publications to scientific journals WP 2

One journal paper concerning the experimental testing of the 3D printed specimens and the calibration of material constitutive relations for recycled powder will be published providing open access Delivery 36

Publications to scientific journals WP 8

One journal paper concerning the optimized AM construction characteristics by manufacturing locally will be published providing open access Delivery M40

Publications to scientific journals WP 4

one journal publication on additive manufacturing will be published providing open access Delivery 48

Publications to conferences WP 8

One conference publication related to the criteria and parameters on AM construction inafter crisis period will be published Delivery M17

Publications to scientific journals WP 3

one journal publication on the interdisciplinary design and parametric design optimization methodologies towards additive manufacturing will be published both providing open access Delivery 48

Publications to scientific journals WP1

One journal paper related to the proposed nonlinear TO methodology combined with ML procedures providing open access Delivery 24

Publication to conference WP 2

One conference publication related to the test results on 3D printed concrete and metal specimens of structural elements nodes and systems will be published providing open access Delivery 24

ADDOPTML Website

At the end of M2 the website of ADDOPTML project will be developed Delivery month 2

Pubblicazioni

NLFEA of Sulfate-Damaged Circular CFT Steel Columns Confined with CFRP Composites and Subjected to Axial and Cyclic Lateral Loads

Autori: Al-Rousan, Rajai, Osama Nusier, Khairedin Abdalla, Mohammad Alhassan, and Nikos D. Lagaros
Pubblicato in: Buildings, Numero 12(3), 2022, Pagina/e 296, ISSN 2075-5309
Editore: MDPI
DOI: 10.3390/buildings12030296

Cascade Structural Sizing Optimization with Large Numbers of Design Variables

Autori: Charmpis, Dimos C., and Nikos D. Lagaros
Pubblicato in: CivilEng, Numero 3(3), 2022, Pagina/e 717-733, ISSN 2673-4109
Editore: MDPI
DOI: 10.3390/civileng3030041

Artificial Intelligence (AI) Applied in Civil Engineering

Autori: Lagaros, Nikos D., and Vagelis Plevris
Pubblicato in: Applied Sciences, Numero 12, no. 15, 2022, ISSN 2076-3417
Editore: MDPI
DOI: 10.3390/app12157595

Enhanced Multi-Strategy Particle Swarm Optimization for Constrained Problems with an Evolutionary-Strategies-Based Unfeasible Local Search Operator

Autori: Rosso Marco Martino; Cucuzza Raffaele; Aloisio Angelo; Marano Giuseppe Carlo
Pubblicato in: Applied Sciences, Numero 12, no. 5, 2022, Pagina/e 2285, ISSN 2076-3417
Editore: MDPI
DOI: 10.5281/zenodo.7713403

Selecting the Best 3D Concrete Printing Technology for Refugee Camp’s Shelter Construction Using Analytical Hierarchy Process: The Case of Syrian Refugees in Jordan

Autori: Mohammed A. Almomani; Nedal Al-Ababneh; Khairedin Abdalla; Nadim I. Shbeeb; John-Paris Pantouvakis; Nikos Lagaros
Pubblicato in: Buildings; Volume 13; Numero 7; Pages: 1813, Numero 1, 2023, ISSN 2075-5309
Editore: MDPI
DOI: 10.3390/buildings13071813

Design Optimization of Tree-Shaped Structural Systems and Sustainable Architecture Using Bamboo and Earthen Materials

Autori: Evangelia Frangedaki; Laura Sardone, and Nikos D. Lagaros
Pubblicato in: Journal of Architectural Engineering, Numero 27(4), 2021, ISSN 1076-0431
Editore: American Society of Civil Engineers
DOI: 10.1061/(asce)ae.1943-5568.0000492

A Simple Matlab Code for Material Design Optimization Using Reduced Order Models

Autori: George Kazakis and Nikos D. Lagaros
Pubblicato in: Materials, Numero 15(14), 2022, Pagina/e 4972, ISSN 1996-1944
Editore: MDPI Open Access Publishing
DOI: 10.3390/ma15144972

3D Scanning/Printing: A Technological Stride in Sculpture

Autori: G.-Fivos Sargentis; Evangelia Frangedaki; Michalis Chiotinis; Demetris Koutsoyiannis; Stephanos Camarinopoulos; Alexios Camarinopoulos; Nikos D. Lagaros
Pubblicato in: Technologies, Numero 10, 2022, Pagina/e 9, ISSN 2227-7080
Editore: KDPI
DOI: 10.3390/technologies10010009

First Level Pre- and Post-Earthquake Building Seismic Assessment Protocol Based on Dynamic Characteristics Extracted In Situ

Autori: Spyros Damikoukas; Stavros Chatzieleftheriou; Nikos D. Lagaros
Pubblicato in: Infrastructures, Numero 7(9), 2022, Pagina/e 115, ISSN 2412-3811
Editore: MDPI
DOI: 10.3390/infrastructures7090115

Cyclic Behavior of FRP Strengthened Beam-Column Joints under Various Concrete Damage Levels

Autori: Rajai Al-Rousan; Osama Nusier; Khairedin Abdalla; Mohammad Alhassan; Emmanouil A. Vougioukas; Athanassios A. Stamos; Nikos D. Lagaros
Pubblicato in: Construction Materials, Numero 3(1), 2023, Pagina/e 38-61, ISSN 2673-7108
Editore: MDPI
DOI: 10.3390/constrmater3010004

Wildfires vs. Sustainable Forest Partitioning

Autori: Sargentis, G.-Fivos, Romanos Ioannidis, Ioannis Bairaktaris, Evangelia Frangedaki, Panayiotis Dimitriadis, Theano Iliopoulou, Demetris Koutsoyiannis, and Nikos D. Lagaros
Pubblicato in: Conservation, Numero 2, no. 1, 2022, Pagina/e 195-218, ISSN 2673-7159
Editore: MDPI
DOI: 10.3390/conservation2010013

Deep Learning-Based Accuracy Upgrade of Reduced Order Models in Topology Optimization

Autori: Kallioras, Nikos Ath., Alexandros N. Nordas, and Nikos D. Lagaros
Pubblicato in: Applied Sciences, Numero 11, no. 24, 2021, Pagina/e 12005, ISSN 2076-3417
Editore: MDPI
DOI: 10.3390/app112412005

Threats in Water–Energy–Food–Land Nexus by the 2022 Military and Economic Conflict

Autori: Sargentis, G.-Fivos, Nikos D. Lagaros, Giuseppe Leonardo Cascella, and Demetris Koutsoyiannis
Pubblicato in: Land, Numero 11, no. 9, 2022, Pagina/e 1569, ISSN 2073-445X
Editore: MDPI
DOI: 10.3390/land11091569

Acoustic Emission and Artificial Intelligence Procedure for Crack Source Localization

Autori: Melchiorre Jonathan; Bertetto Amedeo Manuello; Rosso Marco Martino; Marano Giuseppe Carlo
Pubblicato in: Sensors, Numero 23, no. 2, 2023, Pagina/e 693, ISSN 1424-8220
Editore: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.5281/zenodo.7713434

Size and Shape Optimization of a Guyed Mast Structure under Wind, Ice and Seismic Loading

Autori: Cucuzza Raffaele; Rosso Marco Martino; Aloisio Angelo; Melchiorre Jonathan; Lo Giudice Mario; Marano Giuseppe Carlo
Pubblicato in: Applied Sciences, Numero 12, no. 10, 2022, Pagina/e 4875, ISSN 2076-3417
Editore: MDPI
DOI: 10.5281/zenodo.7713364

Constructions with 3D printing. Innovative technological capabilities in the construction industry

Autori: G.-Fivos Sargentis; Evangelia Frangedaki; Ilias Meletopoulos,; Nikos Kallioras; Nikos D. Lagaros
Pubblicato in: KTIRIO, Numero 1, 2022, Pagina/e 99-106, ISSN 1106-6598
Editore: Ktirio publishing
DOI: 10.5281/zenodo.6785722

Algorithm-Aided Structural-Optimization Strategies for the Design of Variable Cross-Section Beams

Autori: Sardone, Laura; Fiore, Alessandra; Greco, Rita; Moccia, Carlo; Lagaros, Nikos D.; De Tommasi, Domenico
Pubblicato in: Numero 3, 2021
Editore: International fib Symposium
DOI: 10.5281/zenodo.7598443

Advanced deep learning comparisons for non-invasive tunnel lining assessment from ground penetrating radar profiles

Autori: Rosso M. M.; Marasco G.; Tanzi L.; Aiello, S.; Aloisio A.; Cucuzza R.; Chiaia A.; Cirrincione G.; Marano G.C.
Pubblicato in: ECCOMAS Congress 2022 - 8th European Congress on Computational Methods in Applied Sciences and Engineering, Numero 1, 2022
Editore: ECCOMAS
DOI: 10.5281/zenodo.7713005

Estimation of Friction Capacity of Driven Piles in Sand: Effect of Sand Dilation

Autori: Ahmed S. Alawneh; Osama K. Nusier; Bayan N. Jaraha; Nikos D. Lagaros
Pubblicato in: 3rd Coordinating Engineering for Sustainability and Resilience May 6 th – May 9 th , 2022 , Irbid , Jordan, Numero 1, 2022
Editore: JUST
DOI: 10.5281/zenodo.7598395

Estimation of distribution algorithm for constrained optimization in structural design

Autori: Rosso Marco Martino; Melchiorre Jonathan; Cucuzza Raffaele; Manuello Amedeo; Marano Giuseppe Carlo
Pubblicato in: WCCM-APCOM 2022, Numero 3, 2022
Editore: WCCM-APCOM
DOI: 10.5281/zenodo.7713060

Ground Penetrating Radar Fourier Pre-processing for Deep Learning Tunnel Defects' Automated Classification

Autori: Marasco Giulia; Rosso Marco M.; Aiello Salvatore; Aloisio Angelo; Cirrincione Giansalvo; Chiaia Bernardino; Marano Giuseppe C.
Pubblicato in: Communications in Computer and Information Science, Numero 3, 2022, ISSN 1865-0937
Editore: Springer Nature
DOI: 10.5281/zenodo.7713121

Structural Health Monitoring with Artificial Neural Network and Subspace-Based Damage Indicators

Autori: Rosso M., M.; Aloisio, A.; Cucuzza, R.; Pasca D., P.; Cirrincione, G.; Marano G., C.
Pubblicato in: International Conference on Trends on Construction in the Post-Digital Era, 2022
Editore: Springer
DOI: 10.5281/zenodo.7713082

Structural Health Monitoring with Artificial Neural Network and Subspace-Based Damage Indicators

Autori: Rosso M. M.; Aloisio A.; Cucuzza R.; Pasca D. P.; Cirrincione G.; Marano G. C.
Pubblicato in: Lecture Notes in Civil Engineering, Numero 3, 2022, ISSN 2366-2565
Editore: Springer Nature
DOI: 10.1007/978-3-031-20241-4_37

Damaging configurations in arch structures with variable curvature and tapered cross-section

Autori: Melchiorre Jonathan; Manuello Amedeo; Sardone Laura; Marano Giuseppe Carlo
Pubblicato in: WCCM-APCOM 2022, Numero 1, 2022
Editore: WCCM-APCOM
DOI: 10.5281/zenodo.7713156

Algorithm-aided structural-optimization strategies for the design of variable cross-section beams

Autori: Laura Sardone; Alessandra Fiore; Rita Greco; Carlo Moccia; Nikos D. Lagaros; Domenico De Tommasi
Pubblicato in: fib Conceptual Design of Structures, Numero 5, 2021
Editore: FIB
DOI: 10.35789/fib.proc.0055.2021.cdsymp.p059

Design of Deployable Shelters for Emergency Response

Autori: Georgios D. Pantazis
Pubblicato in: Numero 1, 2022
Editore: NTUA
DOI: 10.5281/zenodo.7629734

Optimization of Vierendeel-type steel structure by means of nonlinear numerical analyses

Autori: Lyristis, Sevastianos
Pubblicato in: Numero 1, 2022
Editore: NTUA
DOI: 10.5281/zenodo.6590946

Two-dimensional discrete topology optimization and comparison of mathematical problem formulations

Autori: Vasilios Panagiotopoulos
Pubblicato in: Numero 1, 2022
Editore: NTUA
DOI: 10.5281/zenodo.7614627

Critical Evaluation of the Provisions of CEN/TR 1993-1-103 Regarding Buckling Length of Steel Members

Autori: Leonidas Taliadouros
Pubblicato in: Numero 2, 2022
Editore: NTUA
DOI: 10.5281/zenodo.7629794

Issues of prosperity: Stochastic evaluation of data related to environment, infrastructures, economy and society

Autori: G.-Fivos Sargentis
Pubblicato in: Numero 1, 2022
Editore: NTUA
DOI: 10.5281/zenodo.6785733

Optimization as a Tool for Seismic Protection of Structures

Autori: Marano G. C.; Rosso M. M.; Melchiorre J.
Pubblicato in: Lecture Notes in Civil Engineering, Numero 1, 2022, ISSN 2366-2565
Editore: Springer Nature
DOI: 10.5281/zenodo.7713034

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