{"best_oa_location":{"endpoint_id":null,"evidence":"deprecated","host_type":"publisher","is_best":true,"license":"cc-by","oa_date":"2023-06-02","pmh_id":null,"repository_institution":null,"updated":"deprecated","url":"https://www.mdpi.com/1996-1944/16/11/4149/pdf?version=1685697948","url_for_landing_page":"https://doi.org/10.3390/ma16114149","url_for_pdf":"https://www.mdpi.com/1996-1944/16/11/4149/pdf?version=1685697948","version":"publishedVersion"},"data_standard":2,"doi":"10.3390/ma16114149","doi_url":"https://doi.org/10.3390/ma16114149","first_oa_location":{"endpoint_id":null,"evidence":"deprecated","host_type":"publisher","is_best":true,"license":"cc-by","oa_date":"2023-06-02","pmh_id":null,"repository_institution":null,"updated":"deprecated","url":"https://www.mdpi.com/1996-1944/16/11/4149/pdf?version=1685697948","url_for_landing_page":"https://doi.org/10.3390/ma16114149","url_for_pdf":"https://www.mdpi.com/1996-1944/16/11/4149/pdf?version=1685697948","version":"publishedVersion"},"genre":"journal-article","has_repository_copy":true,"is_oa":true,"is_paratext":false,"journal_is_in_doaj":false,"journal_is_oa":true,"journal_issn_l":"1996-1944","journal_issns":"1996-1944","journal_name":"Materials","oa_locations":[{"endpoint_id":null,"evidence":"deprecated","host_type":"publisher","is_best":true,"license":"cc-by","oa_date":"2023-06-02","pmh_id":null,"repository_institution":null,"updated":"deprecated","url":"https://www.mdpi.com/1996-1944/16/11/4149/pdf?version=1685697948","url_for_landing_page":"https://doi.org/10.3390/ma16114149","url_for_pdf":"https://www.mdpi.com/1996-1944/16/11/4149/pdf?version=1685697948","version":"publishedVersion"},{"endpoint_id":"ac9de7698155b820de7","evidence":"deprecated","host_type":"repository","is_best":false,"license":"cc-by","oa_date":"2023-06-02","pmh_id":"oai:pubmedcentral.nih.gov:10254869","repository_institution":"National Institutes of Health","updated":"deprecated","url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10254869/pdf/materials-16-04149.pdf","url_for_landing_page":"https://www.ncbi.nlm.nih.gov/pmc/articles/10254869","url_for_pdf":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10254869/pdf/materials-16-04149.pdf","version":"submittedVersion"},{"endpoint_id":"8e556f4518885d9a235","evidence":"deprecated","host_type":"repository","is_best":false,"license":"cc-by","oa_date":"2023-06-02","pmh_id":"oai:doaj.org/article:859cfe4b9f594c3a9476c34415684b1b","repository_institution":null,"updated":"deprecated","url":"https://doaj.org/article/859cfe4b9f594c3a9476c34415684b1b","url_for_landing_page":"https://doaj.org/article/859cfe4b9f594c3a9476c34415684b1b","url_for_pdf":null,"version":"submittedVersion"},{"endpoint_id":"ee112f0a1ed552ed9a6","evidence":"deprecated","host_type":"repository","is_best":false,"license":"cc-by","oa_date":"2023-06-02","pmh_id":"oai:mdpi.com:/1996-1944/16/11/4149/","repository_institution":"Multidisciplinary Digital Publishing Institute (Switzerland)","updated":"deprecated","url":"https://dx.doi.org/10.3390/ma16114149","url_for_landing_page":"https://dx.doi.org/10.3390/ma16114149","url_for_pdf":null,"version":"submittedVersion"}],"oa_locations_embargoed":[],"oa_status":"gold","published_date":"2023-06-02","publisher":"MDPI AG","title":"Machine Learning-Based Predictive Model for Tensile and Flexural Strength of 3D-Printed Concrete","updated":"2026-02-10T21:43:31Z","year":2023,"z_authors":[{"author_position":"first","is_corresponding":false,"raw_affiliation_strings":["School of Civil and Environmental Engineering (SCEE), National University of Sciences and Technology (NUST), H-12 Sector, Islamabad 44000, Pakistan"],"raw_author_name":"Ammar Ali"},{"author_position":"middle","is_corresponding":false,"raw_affiliation_strings":["School of Civil and Environmental Engineering (SCEE), National University of Sciences and Technology (NUST), H-12 Sector, Islamabad 44000, Pakistan"],"raw_author_name":"Raja Dilawar Riaz"},{"author_position":"middle","is_corresponding":false,"raw_affiliation_strings":["School of Civil and Environmental Engineering (SCEE), National University of Sciences and Technology (NUST), H-12 Sector, Islamabad 44000, Pakistan"],"raw_author_name":"Umair Jalil Malik"},{"author_position":"middle","is_corresponding":false,"raw_affiliation_strings":["School of Electrical Engineering and Computer Science (SEECS), National University of Sciences and Technology (NUST), H-12 Sector, Islamabad 44000, Pakistan"],"raw_author_name":"Syed Baqar Abbas"},{"author_position":"middle","is_corresponding":true,"raw_affiliation_strings":["School of Civil and Environmental Engineering (SCEE), National University of Sciences and Technology (NUST), H-12 Sector, Islamabad 44000, Pakistan"],"raw_author_name":"Muhammad Usman"},{"author_position":"middle","is_corresponding":false,"raw_affiliation_strings":["School of Civil and Environmental Engineering (SCEE), National University of Sciences and Technology (NUST), H-12 Sector, Islamabad 44000, Pakistan"],"raw_author_name":"Mati Ullah Shah"},{"author_position":"middle","is_corresponding":false,"raw_affiliation_strings":["Department of Civil Engineering, Kunsan National University, Kunsan 54150, Republic of Korea"],"raw_author_name":"In-Ho Kim"},{"author_position":"middle","is_corresponding":false,"raw_affiliation_strings":["Civil and Environmental Engineering Department, King Fahd University of Petroleum and Minerals (KFUPM), Dhahran 31261, Saudi Arabia","Interdisciplinary Research Center for Construction and Building Materials, King Fahd University of Petroleum and Minerals (KFUPM), Dhahran 31261, Saudi Arabia"],"raw_author_name":"Asad Hanif"},{"author_position":"last","is_corresponding":false,"raw_affiliation_strings":["School of Civil and Environmental Engineering (SCEE), National University of Sciences and Technology (NUST), H-12 Sector, Islamabad 44000, Pakistan"],"raw_author_name":"Muhammad Faizan"}]}