e2f368b9608028e0e30fd421f469d88f INTEERNATIONAL_JOURNAL_OF_MINING.pdf fc97a14b046767cb7820f8b05f131412356ae956 INTEERNATIONAL_JOURNAL_OF_MINING.pdf 0ad740ccbcd736d6da6bc7b2b3065a8348d960fe728ed6b5b0ffdf9e330e4edf INTEERNATIONAL_JOURNAL_OF_MINING.pdf Title: Machine learning applications on lunar meteorite minerals: From classification to mechanical properties prediction Subject: International Journal of Mining Science and Technology, 34 (2024) 1283-1292. doi:10.1016/j.ijmst.2024.08.001 Keywords: Meteorites; Moon; Mineralogy; Machine learning; Mechanical properties Author: Eloy Peña-Asensio Creator: Elsevier Producer: Acrobat Distiller 24.0 (Windows) CreationDate: Wed Oct 30 07:05:28 2024 CET ModDate: Wed Nov 6 12:20:34 2024 CET Custom Metadata: yes Metadata Stream: yes Tagged: no UserProperties: no Suspects: no Form: none JavaScript: no Pages: 10 Encrypted: no Page size: 595.276 x 793.701 pts Page rot: 0 File size: 2124034 bytes Optimized: yes PDF version: 1.7 name type encoding emb sub uni object ID ------------------------------------ ----------------- ---------------- --- --- --- --------- BGOMDL+AdvGulliv-R Type 1C MacRoman yes yes no 613 0 BGOMFL+AdvCORRESAST Type 1C Custom yes yes yes 619 0 BGOMFM+AdvGulliv-I Type 1C Custom yes yes no 620 0 BGOMFN+AdvGulliv-F Type 1C WinAnsi yes yes no 624 0 BGOMFO+AdvPSSym Type 1C Custom yes yes no 626 0 BGOMFP+AdvGulliv-B Type 1C WinAnsi yes yes no 627 0 BGOMLO+AdvPSUnv Type 1C WinAnsi yes yes no 630 0 BGONCM+AdvP4C4E74 Type 1C Custom yes yes yes 316 0 BGONDN+AdvPSMP10 Type 1C WinAnsi yes yes no 320 0 BGPANI+AdvP4C4E51 Type 1C WinAnsi yes yes no 322 0 Jhove (Rel. 1.28.0, 2023-05-18) Date: 2025-03-13 02:08:06 CET RepresentationInformation: INTEERNATIONAL_JOURNAL_OF_MINING.pdf ReportingModule: PDF-hul, Rel. 1.12.4 (2023-03-16) LastModified: 2025-03-12 14:42:35 CET Size: 2124034 Format: PDF Version: 1.7 Status: Well-Formed, but not valid SignatureMatches: PDF-hul ErrorMessage: Invalid indirect destination - referenced object 'web64para103' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para6' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para68' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para30' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para11' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para49' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para87' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para5' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para69' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para102' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para31' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para48' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para86' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para32' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para89' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para13' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para46' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para105' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para66' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para47' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para3' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para12' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64Fig' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para88' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para104' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para33' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para26' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para67' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para4' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para73' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para109' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para92' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para107' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para24' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64title' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para90' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para45' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para83' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para27' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para52' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para34' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para2' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para55' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para9' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para62' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para17' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para99' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para100' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para29' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para64' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para57' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para85' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para15' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para78' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para71' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para7' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para22' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para50' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para43' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para36' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para96' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para77' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para20' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para58' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para59' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para39' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para112' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para76' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para97' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para21' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64sec2' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para41' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para79' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para38' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para110' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para60' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para94' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para80' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para18' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para75' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para61' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64table1' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para111' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para95' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para40' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para19' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para81' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64sec3' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para74' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para44' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para91' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para16' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para108' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para1' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para72' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para25' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para63' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para53' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para54' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para35' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para82' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para14' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para106' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para93' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para56' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para51' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para65' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64sec1' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para28' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para70' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para84' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para8' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para23' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para37' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para42' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para98' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'web64para101' cannot be found ID: PDF-HUL-149 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para101' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para31' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para69' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para50' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para88' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para12' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para13' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para89' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para32' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para102' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para100' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para70' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para87' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para11' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para52' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para49' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para14' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para67' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para90' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para48' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para34' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para53' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para68' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para8' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para33' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para54' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para47' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para55' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para27' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para83' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para36' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64Fig' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para17' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para105' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para94' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para6' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para38' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para45' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para108' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para73' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para9' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para66' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para43' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para24' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para57' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para29' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para15' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para99' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para92' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para103' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para64' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para4' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para71' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para78' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para85' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para110' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64title' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para60' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para1' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para98' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para22' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para41' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para79' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para3' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para42' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para80' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para97' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para111' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para2' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para59' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para21' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para95' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para39' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para76' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para81' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64table1' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para62' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para20' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64sec1' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para96' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para112' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para75' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para82' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para19' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para26' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para61' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64sec2' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para40' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para106' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para74' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para7' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para65' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para93' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para46' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para84' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64sec3' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para107' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para35' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para56' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para63' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para25' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para18' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para28' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para109' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para104' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para5' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para58' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para77' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para86' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para72' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para91' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para30' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para51' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para23' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para44' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para37' cannot be found ID: PDF-HUL-122 Offset: 2096056 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'web64para16' cannot be found ID: PDF-HUL-122 Offset: 2096056 MIMEtype: application/pdf Profile: Linearized PDF PDFMetadata: Objects: 679 FreeObjects: 1 IncrementalUpdates: 1 DocumentCatalog: PageLayout: SinglePage PageMode: UseOutlines Language: EN Outlines: Item: Title: Machine learning applications on lunar meteorite minerals: From classification to mechanical properties prediction Destination: 1 Children: Item: Title: 1 Introduction Destination: 1 Item: Title: 2 Meteorites samples Destination: 1 Item: Title: 3 Methods and procedures Destination: 1 Children: Item: Title: 3.1 SEM mineral identification Destination: 1 Item: Title: 3.2 Nanoindentation Destination: 1 Item: Title: 3.3 Machine learning techniques Destination: 1 Children: Item: Title: 3.3.1 Classification task Destination: 1 Item: Title: 3.3.2 Regression models Destination: 1 Item: Title: 4 Results and discussion Destination: 1 Children: Item: Title: 4.1 TabPFN to classify lunar meteorites and their constituent minerals Destination: 1 Item: Title: 4.2 T prediction of mechanical properties with regression models Destination: 1 Item: Title: 5 Conclusions Destination: 1 Item: Title: Acknowledgments Destination: 1 Item: Title: Supplementary material Destination: 1 Item: Title: References Destination: 1 Info: Title: Machine learning applications on lunar meteorite minerals: From classification to mechanical properties prediction Author: Eloy Peña-Asensio Subject: International Journal of Mining Science and Technology, 34 (2024) 1283-1292. doi:10.1016/j.ijmst.2024.08.001 Keywords: Meteorites; Moon; Mineralogy; Machine learning; Mechanical properties Creator: Elsevier Producer: Acrobat Distiller 24.0 (Windows) CreationDate: Wed Oct 30 07:35:28 CET 2024 ModDate: Wed Nov 06 12:50:34 CET 2024 ID: 0xef676cc775f7e3e0699e067e7753c4c1, 0xaf5c588e0e36424289771615fbd3509d Filters: FilterPipeline: FlateDecode FilterPipeline: DCTDecode Images: Image: NisoImageMetadata: FormatName: image/jpg CompressionScheme: JPEG ImageWidth: 249 ImageHeight: 273 ColorSpace: RGB BitsPerSample: 8 BitsPerSampleUnit: integer Image: NisoImageMetadata: FormatName: image/jpg CompressionScheme: JPEG ImageWidth: 236 ImageHeight: 298 ColorSpace: RGB BitsPerSample: 8 BitsPerSampleUnit: integer Image: NisoImageMetadata: FormatName: image/jpg CompressionScheme: JPEG ImageWidth: 904 ImageHeight: 2045 ColorSpace: RGB BitsPerSample: 8 BitsPerSampleUnit: integer Image: NisoImageMetadata: FormatName: image/jpg CompressionScheme: JPEG ImageWidth: 1787 ImageHeight: 524 ColorSpace: RGB BitsPerSample: 8 BitsPerSampleUnit: integer Image: NisoImageMetadata: FormatName: image/jpg CompressionScheme: 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BGOMFL+AdvCORRESAST FontSubset: true FirstChar: 1 LastChar: 1 FontDescriptor: FontName: BGOMFL+AdvCORRESAST Flags: Symbolic FontBBox: 0, -947, 1041, 895 FontFile3: true EncodingDictionary: Differences: true ToUnicode: true Font: BaseFont: BGOMFM+AdvGulliv-I FontSubset: true FirstChar: 30 LastChar: 243 FontDescriptor: FontName: BGOMFM+AdvGulliv-I Flags: Serif, Nonsymbolic FontBBox: -135, -229, 1052, 968 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true Font: BaseFont: BGONCM+AdvP4C4E74 FontSubset: true FirstChar: 1 LastChar: 188 FontDescriptor: FontName: BGONCM+AdvP4C4E74 Flags: Symbolic FontBBox: -20, -958, 1114, 770 FontFile3: true EncodingDictionary: Differences: true ToUnicode: true XMP: application/pdf doi:10.1016/j.ijmst.2024.08.001 Machine learning applications on lunar meteorite minerals: From classification to mechanical properties prediction Eloy Peña-Asensio Josep M. Trigo-Rodríguez Jordi Sort Jordi Ibáñez-Insa Albert Rimola International Journal of Mining Science and Technology, 34 (2024) 1283-1292. doi:10.1016/j.ijmst.2024.08.001 China University of Mining © Technology Meteorites Moon Mineralogy Machine learning Mechanical properties 2010-04-23 true 10.1016/j.ijmst.2024.08.001 elsevier.com sciencedirect.com VoR 10.1016/j.ijmst.2024.08.001 noindex 2010-04-23 true sciencedirect.com elsevier.com sciencedirect.com elsevier.com Elsevier 2024-11-06T16:50:34+05:30 2024-10-30T11:35:28+05:30 2024-11-06T16:50:34+05:30 True 1 https://www.elsevier.com/tdm/tdmrep-policy.json Acrobat Distiller 24.0 (Windows) Unknown Meteorites; Moon; Mineralogy; Machine learning; Mechanical properties uuid:a5fd2647-3953-4024-8a42-8d0d96037b74 uuid:73392462-a9f5-4bcb-b91e-396f677620d5 journal International Journal of Mining Science and Technology © 2024 Published by Elsevier B.V. on behalf of China University of Mining © Technology. 2095-2686 34 9 September 2024 Planetary Rock and Soil Mechanics 1283-1292 1283 1292 10.1016/j.ijmst.2024.08.001 https://doi.org/10.1016/j.ijmst.2024.08.001 http://creativecommons.org/licenses/by-nc-nd/4.0/ Pages: Page: Label: 1287 Sequence: 1 Annotations: Annotation: Subtype: Link Rect: 37, 601, 37, 614 Destination: null Annotation: Subtype: Link Rect: 501, 586, 529, 614 Annotation: Subtype: Link Rect: 37, 562, 37, 572 Destination: null Annotation: Subtype: Link Rect: 128, 567, 133, 577 Destination: 540 Annotation: Subtype: Link Rect: 134, 566, 139, 579 Destination: 540 Annotation: Subtype: Link Rect: 271, 567, 275, 577 Destination: 540 Annotation: Subtype: Link Rect: 277, 567, 281, 577 Destination: 540 Annotation: Subtype: Link Rect: 335, 567, 340, 577 Destination: 540 Annotation: Subtype: Link Rect: 341, 567, 346, 577 Destination: 540 Annotation: Subtype: Link Rect: 436, 567, 439, 577 Destination: 540 Annotation: Subtype: Link Rect: 514, 567, 519, 577 Destination: 540 Annotation: Subtype: Link Rect: 37, 548, 37, 554 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