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Source Camera i.enti.i.ati.n Algori.hm Based on Multi.Scale Feature Fusi.n

Computers, Materi.ls & Conti.ua 2024年第8期80卷 3047-3065页

作者： Ji.nfeng Lu Cai.i. Li.Xi.ngye Huang Chen Cui.mahmoud Emam School of Computer Sci.nce and Technology Hangzhou Dianzi UniversityHangzhou310018China Shangyu i.sti.ute of Sci.nce and Engi.eeri.g Hangzhou Dianzi UniversityShaoxing312300China Key Laboratory of Publi. Securi.y i.formati.n Appli.ati.n Based on Bi.-Data Archi.ecture Ministry of Public SecurityZhejiang Police CollegeHangzhou310000China Faculty of Arti.i.i.l i.telli.ence Menoufia UniversityShebin El-Koom32511Egypt

The wi.espread avai.abi.i.y of di.i.al multi.edi. data has led to a new challenge i. di.i.al *** source camera i.enti.i.ati.n algori.hms usually rely on vari.us traces i. the capturi.g ***,these traces have become i.creasi.gly di.fi.ult to extract due to wi.e avai.abi.i.y of vari.us i.age processi.g *** Neural Networks(CNN)-based algori.hms have demonstrated good di.cri.i.ati.e capabi.i.i.s for di.ferent brands and even di.ferent models of camera ***,thei. performances i. not i.eal i. case of di.ti.gui.hi.g between i.di.i.ual devi.es of the same model,because cameras of the same model typi.ally use the same opti.al lens,i.age sensor,and i.age processi.g algori.hms,that result i. mi.i.al overall *** thi. paper,we propose a camera forensi.s algori.hm based on multi.scale feature fusi.n to address these *** proposed algori.hm extracts di.ferent local features from feature maps of di.ferent scales and then fuses them to obtai. a comprehensi.e feature *** representati.n i. then fed i.to a subsequent camera fi.gerpri.t classi.i.ati.n *** upon the Swi.-T network,we uti.i.e Transformer Blocks and Graph Convoluti.nal Network(GCN)modules to fuse multi.scale features from di.ferent stages of the backbone ***,we conduct experi.ents on establi.hed datasets to demonstrate the feasi.i.i.y and effecti.eness of the proposed approach.

关键词： Source camera i.enti.i.ati.n camera forensi.s convoluti.nal neural network feature fusi.n transformer block graph convoluti.nal network

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Anthropogeni. mi.eral generati.n and i.s potenti.l resource supply:The case of ni.bi.m

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Sci.nce Chi.a Earth Sci.nces 2024年第8期67卷 2583-2591页

作者： Xi.nlai.ZENG Moi.és Gómez mahmoud BAKRY Yong GENG Ji.hui.Li School of Envi.onment Tsinghua UniversityBeijing 100084China School of Envi.onmental Sci.nce and Engi.eeri.g Shanghai Jiao Tong UniversityShanghai 200240China School of i.ternati.nal and Publi. Affai.s Shanghai Jiao Tong UniversityShanghai 200030China

The strategy of carbon neutrali.y i. reshapi.g the global landscape of resource flow and *** the fi.al si.k of geologi.al mi.erals,the proli.erated anthropogeni. mi.erals,also called secondary resources,play an i.creasi.gly i.portant role i. resource supply *** i. a cri.i.al metal that lacks full concern for i.s *** fundamental pri.ci.le of ni.bi.m ci.culari.y i. to recycle and mai.tai. the materi.l as close to the manufacturi.g process as *** we esti.ate the ni.bi.m-contai.i.g appli.ati.ns lost at thei. end-of-li.e,underscori.g the i.perati.e to mi.i.i.e such ***,we eluci.ate the extracti.n processes for scrap and alloy quanti.i.s throughout the i.dustry's *** from anti.i.ated waste generated by the majori.y of ni.bi.m appli.ati.ns,a forecast i.di.ates a potenti.l loss of approxi.ately 168 kt by 2090 i. the absence of ***,wi.h a recycli.g effi.i.ncy of 90%for ni.bi.m,the projected loss di.i.i.hes to approxi.ately 16 *** delve i.to the si.ni.i.ance of ni.bi.m's ci.cular economy and explore vari.us aspects that demand further i.vesti.ati.n for a seamless transi.i.n from li.ear to ci.cular practi.es.

关键词： Ni.bi.m Anthropogeni. mi.eral Ci.cular economy Recycli.g Sustai.abi.i.y

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Hybri. Model of Power Transformer Fault Classi.i.ati.n Usi.g C-set and MFCM – MCSVM

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CSEE Journal of Power and Energy Systems 2024年第2期10卷 672-685页

作者： Ali.Abdo Hongshun Li. Yousi. mahmoud Hongru Zhang Yi.g Sun Qi.gquan Li.Ji.n Guo Shandong Provi.ci.l Key Laboratory of UHV Transmi.si.n Technology and Equi.ment School of Electrical EngineeringShandong UniversityJinan 250061China

Thi. paper ai.s to i.crease the di.gnosi. accuracy of the fault classi.i.ati.n of power transformers by i.troduci.g a new off-li.e hybri. model based on a combi.ati.n subset of the et method(C-set)&modi.i.d fuzzy C-mean algori.hm(MFCM)and the opti.i.able multi.lass-SVM(MCSVM).The i.novati.n i. thi. paper i. shown i. terms of solvi.g the predi.aments of outli.rs,boundary proporti.n,and unequal data exi.ti.g i. both tradi.i.nal and i.telli.ence *** i.to consi.erati.n the closeness of di.solved gas analysi.(DGA)data,the C-set method i. i.plemented to subset the DGA data samples based on thei. type of faults wi.hi. unrepeated ***,the MFCM i. used for removi.g outli.rs from DGA samples by combi.i.g hi.hly si.i.ar data for every subset wi.hi. the same cluster to obtai. the opti.i.ed trai.i.g data(OTD)*** i. also used to mi.i.i.e di.ensi.nali.y of DGA samples and the uncertai.ty of transformer condi.i.n *** that,the opti.i.ed MCSVM i. trai.ed by usi.g the(OTD).The proposed model di.gnosi. accuracy i. 93.3%.The obtai.ed results i.di.ate that our model si.ni.i.antly i.proves the fault i.enti.i.ati.n accuracy i. power transformers when compared wi.h other conventi.nal and i.telli.ence models.

关键词： Combi.ati.n subset of set(C-set)method modi.i.d fuzzy C-means(MFCM) opti.i.able multi.lass-SVM(MCSVM) opti.i.ed trai.i.g data(OTD)

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Electrospun Aloe Vera Extract Loaded Polycaprolactone Scaffold for Bi.medi.al Appli.ati.ns:A Promi.i.g Candi.ate for Corneal Stromal Regenerati.n

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Journal of Bi.ni. Engi.eeri.g 2024年第4期21卷 1949-1959页

作者： Ami. Orash mahmoud Salehi.Mohammad Rafi.ni. Narsi.ha Mami.i.Saeed Hei.ari.Keshel Ali.eza Baradaran-Rafi. Department of Chemi.try and Nanotechnology School of Engineering and ScienceTecnologico de MonterreyMonterreyNuevo Leon64849Mexico Bi.sensor Research Center Isfahan University of Medical SciencesIsfahan81746-73461Iran Wi.consi. Center for NanoBi.Systems School of PharmacyUniversity of Wisconsin-MadisonMadisonWisconsin53705USA Medi.al Nanotechnology Research Center Shahid Beheshti University of Medical SciencesTehran19857-17443Iran Department of Ophthalmology Ophthalmic Research CenterLabbafinejad Medical CenterShahid Beheshti University of Medical SciencesTehran19395-4631Iran Department of Ophthalmology Morsani College of MedicineUniversity of South FloridaTampaFL33612USA Department of Ti.sue Engi.eeri.g and Appli.d Cell Sci.nce School of Advanced Technologies in MedicineShahid Beheshti University of Medical SciencesTehran19857-17443Iran

Corneal di.eases,the second leadi.g cause of global vi.i.n loss affecti.g over 10.5 mi.li.n people,underscores the unmet demand for corneal ti.sue *** the scarci.y of fresh donor corneas and the associ.ted ri.ks of i.mune rejecti.n,corneal ti.sue engi.eeri.g becomes *** nanofi.rous scaffolds that mi.i. the natural corneal structure i. cruci.l for creati.g transparent and mechani.ally robust corneal equi.alents i. ti.sue ***,Aloe Vera Extract(AVE)/Polycaprolactone(PCL)nanofi.rous scaffolds were pri.ed usi.g *** electrospun AVE/PCL fi.ers exhi.i. a smooth,bead-free morphology wi.h a mean di.meter of approxi.ately 340±95 nm and appropri.te li.ht *** measurements reveal Young’s modulus and ulti.ate tensi.e strength values of around 3.34 MPa and 4.58 MPa,respecti.ely,wi.hi. the range of stromal *** addi.i.n,cell vi.bi.i.y of AVE/PCL fi.ers was measured agai.st Human Stromal Keratocyte Cells(HSKCs),and i.proved cell vi.bi.i.y was *** cell-fi.er i.teracti.ns were i.vesti.ated usi.g scanni.g electron *** conclusi.n,the i.corporati.n of Aloe Vera Extract enhances the mechani.al,opti.al,hydrophi.i.,and bi.logi.al properti.s of PCL fi.ers,posi.i.ni.g PCL/AVE fi.er scaffolds as promi.i.g candi.ates for corneal stromal regenerati.n.

关键词： Corneal stromal regenerati.n Aloe vera extract Polycaprolactone Electrospi.ni.g

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Predi.ti.g Energy Consumpti.n Usi.g Stacked LSTM Snapshot Ensemble

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Bi. Data Mi.i.g and Analyti.s 2024年第2期7卷 247-270页

作者： Mona Ahamd Alghamdi.Abdullah S.A.L-Malai.e AL-Ghamdi.mahmoud Ragab i.formati.n Systems Department Faculty of Computing and Information Technology(FCIT)King Abdulaziz University(KAU)Jeddah 21589Kingdom of Saudi Arabia i.formati.n Systems Department FCITKAUJeddah 21589Kingdom of Saudi Arabiaand also with School of EngineeringComputing and DesignDar Al-Hekma UniversityJeddah 22246Kingdom of Saudi Arabia i.formati.n Technology Department FCITKAUJeddah 21589Kingdom of Saudi Arabiaand also with Mathematics DepartmentFaculty of ScienceAl-Azhar UniversityNaser City 11884Egypt

The abi.i.y to make accurate energy predi.ti.ns whi.e consi.eri.g all related energy factors allows producti.n plants,regulatory bodi.s,and governments to meet energy demand and assess the effects of energy-savi.g *** energy consumpti.n falls wi.hi. normal parameters,i. wi.l be possi.le to use the developed model to predi.t energy consumpti.n and develop i.provements and mi.i.ati.g measures for energy *** objecti.e of thi. model i. to accurately predi.t energy consumpti.n wi.hout data li.i.ati.ns and provi.e results that are easi.y *** proposed model i. an i.plementati.n of the stacked Long Short-Term Memory(LSTM)snapshot ensemble combi.ed wi.h the Fast Fouri.r Transform(FFT)and *** and Berard’s i.di.i.ual Household Electri.-Power Consumpti.n(i.EPC)dataset i.corporated wi.h weather data are used to analyse the model’s accuracy wi.h predi.ti.g energy *** model i. trai.ed,and the results measured usi.g Root Mean Square Error(RMSE),Mean Absolute Error(MAE),Mean Absolute Percentage Error(MAPE),and coeffi.i.nt of determi.ati.n(R^(2))metri.s are 0.020,0.013,0.017,and 0.999,*** stacked LSTM snapshot ensemble performs better than the compared models based on predi.ti.n accuracy and mi.i.i.ed *** results of thi. study show that predi.ti.n accuracy i. hi.h,and the model’s stabi.i.y i. hi.h as *** model shows that hi.h levels of accuracy prove accurate predi.ti.e abi.i.y,and together wi.h hi.h levels of stabi.i.y,the model has good i.terpretabi.i.y,whi.h i. not typi.ally accounted for i. ***,thi. study shows that i. can be i.ferred.

关键词： energy consumpti.n predi.ti.n Arti.i.i.l i.telli.ence(Ai. Deep Learni.g(DL) snapshot ensemble

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Bone marrow mi.roRNA-34a i. a good i.di.ator for response to treatment i. acute myeloi. leukemi.

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Oncology Research 2024年第3期32卷 577-584页

作者： MONA SA BDELLATEi. NAGLAA MHASSAN mahmoud MKAMEL YOMNA MEL-MELi.Ui Department of Cancer Bi.logy Medical Biochemistry and Molecular BiologyNational Cancer InstituteCairo UniversityCairo11976Egypt Department of Ci.i.al Pathology National Cancer InstituteCairo UniversityCairo11976Egypt

Background:mi.roRNA 34a(mi. 34a)had been reported to have a di.gnosti. role i. acute myeloi. leukemi.(AML).However,i.s value i. the bone marrow(BM)of AML pati.nts,i. addi.i.n to i.s role i. response to therapy i. sti.l *** current study was desi.ned to assess the di.gnosti.,prognosti.,and predi.ti.e si.ni.i.ance of mi. 34a i. the BM of AML ***:The mi..34a was assed i. BM aspi.ate of 82 AML pati.nts i. relati.n to 12 normal control subjects usi.g *** data were assessed for correlati.n wi.h the relevant di.i.al cri.eni.,response to therapy,di.ease-free survi.al(DFS),and overall survi.al(OS)***:mi..34a was si.ni.i.antly downregulated i. AML pati.nts[0.005(3.3×10^(-6)-1.32)],compared to the control subjects[0.108(3.2× 10^(-4)-1.64),p=0.021].*** relati.e quanti.i.ati.n(RQ)of mi.-34a was 0.106(range;0-32.12).The speci.ai.y,sensi.i.i.y,and area under the curve(AUC)for the di.gnosi. of AML were(58.3%,69.5%,0.707,respecti.ely,p=0.021).pati.nts wi.h upregulated mi.-34a showed decreased platelets counti.ved early complete remi.si.n(CR,p=0.031,p=0.044,respecti.ely).Si.i.arly,pati.nts who were refractory to therapy showed decreased mi. 34a levels i. compari.on to those who achi.ved CR[0.002(0-0.01)and 0.12(0-32.12),respecti.ely,p=0.002].Therefore,mi. 34a could si.ni.i.antly i.enti.y pati.nts wi.h CR wi.h a speci.i.i.y of 75%and sensi.i.i.y of 100%at a cut-off of 0.014(AUC=0.927,p=0.005).There was no consi.erable associ.ti.n between mi.-34a expressi.n and survi.al rates of the i.duded AML ***:mi.-34a could be a benefi.i.l di.gnosti. bi.marker for AML *** addi.i.n,i. serves as a good i.di.ator for response to therapy,whi.h could possi.ly i.enti.y pati.nts who are refractory to treatment wi.h 100%sensi.i.i.y and 75%speci.i.i.y.

关键词： AML mi. 34a mi.roRNA Leukemi.

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Unvei.i.g the i.tri.si. properti.s of si.gle Ni.nFeO_x enti.y for promoti.g electrocatalyti. oxygen evoluti.n

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Chi.ese Chemi.al Letters 2024年第4期35卷 181-186页

作者： Zhi.ao Gu Ji.bo Le Hehe Wei.Zehui.Sun mahmoud Elsayed Hafez Wei.Ma Key Laboratory for Advanced Materi.ls and Joi.t i.ternati.nal Research Laboratory of Preci.i.n Chemi.try and Molecular Engi.eeri.g Feringa Nobel Prize Scientist Joint Research CenterFrontiers Science Center for Materiobiology and Dynamic ChemistrySchool of Chemistry and Molecular EngineeringEast China University of Science and TechnologyShanghai 200237China Ni.gbo i.sti.ute of Materi.ls Technology and Engi.eeri.g Chinese Academy of SciencesNingbo 315201China Department of Chemi.try Faculty of ScienceBeni-Suef UniversityBeni-Suef 62511Egypt

Although consi.erable research efforts have been devoted to the desi.n and development of non-noble electrocatalysts for oxygen evoluti.n reacti.n(OER), substanti.l enhancement of OER performance wi.h commerci.l-scale water electrolysi. remai.s a bi. challenge. Thi. could result from the di.fi.ulti.s i. detecti.g the i.tri.si. properti.s and overlooki.g the assembly process for electrochemi.al OER process. Here, we employ a mi.rojet colli.i.n method to i.vesti.ate the i.tri.si. OER acti.i.i.s of i.di.i.ual Ni.nFeO_x enti.i.s wi.h and wi.hout a moderate magneti. fi.ld. Our results demonstrate that si.gle Ni.nFeO_x nanoparti.les(NPs) show the excellent OER performance wi.h a lowest onset potenti.l(~1.35 V vs. RHE) and a greatest magneti. enhancement(~118%) among bulk materi.ls, si.gle agglomerati.ns and NPs. Furthermore, we explore the uti.i.y of theoreti.al i.vesti.ati.n by densi.y functi.nal theory(DFT)calculati.ns for studyi.g OER process on Ni.nFeO_x surfaces wi.hout and wi.h spi. ali.nment, i.di.ati.g monodi.persed Ni.nFeO_xNPs wi.h totally spi. ali.nment faci.i.ates the OER process under the external magneti. fi.ld. i. i. found that the well-di.persi.n of Ni.nFeO_x NPs would i.crease the electri.al conducti.i.y and the surface spi. state, resulti.g i. promoti.g thei. OER acti.i.i.s. Thi. work provi.es a test for uncoveri.g the essenti.l roles of NPs assembly to a si.ni.i.ant promoti.n of thei. magnet-assi.ted OER.

关键词： Si.gle enti.y OER Magneti. enhancement Electrocatalysi. Well-di.persi.n

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Search for producti.n of dark fermi.n candi.ates i. associ.ti.n wi.h heavy neutral gauge boson decayi.g to di.uon i. proton-proton colli.i.ns at√s=8 TeV usi.g CMS open data

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Chi.ese Physi.s C 2024年第4期48卷 6-13页

作者： Y.mahmoud H.Abdallah M.T.Hussei. S.Elgammal Centre for theoreti.al physi.s The British University in EgyptEgypt Physi.s Department Faculty of ScienceCairo UniversityEgypt

i. thi. study,we conducted a search for dark matter usi.g a part of the data recorded by the CMS experi.ent duri.g run-i.of the LHC i. 2012 wi.h a center of mass energy of 8 TeV and an i.tegrated lumi.osi.y of 11.6 fb−*** data were gathered from the CMS open *** matter,i. the framework of the si.pli.i.d model(mono-Z′),can be produced from proton-proton colli.i.ns i. associ.ti.n wi.h a new hypotheti.al gauge boson,Z′.Thus,the search was conducted i. the di.uon plus large mi.si.g transverse momentum *** benchmark scenari. of mono-Z′,whi.h i. known as li.ht vector,was used for i.terpreti.g the CMS open *** evi.ence of dark matter was observed,and exclusi.n li.i.s were set on the masses of dark matter and Z′at 95%confi.ence level.

关键词： dark matter large hadron colli.er CMS open data search for new physi.s dark fermi.n

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Glucagon-li.e pepti.e-1 receptor agoni.ts as a possi.le i.terventi.n to delay the onset of type 1 di.betes:A new hori.on

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World Journal of Di.betes 2024年第2期15卷 133-136页

作者： mahmoud Nassar Ajay Chaudhuri.Husam Ghani. Paresh Dandona Department of i.ternal Medi.i.e Division of EndocrinologyDiabetes and MetabolismJacobs School of Medicine and Biomedical SciencesUniversity of BuffaloBuffaloNY 14221United States

Type 1 di.betes(T1D)i. a chroni. autoi.mune condi.i.n that destroys i.suli.produci.g beta cells i. the pancreas,leadi.g to i.suli. defi.i.ncy and *** management of T1D pri.ari.y focuses on exogenous i.suli. replacement to control blood glucose ***,thi. approach does not address the underlyi.g autoi.mune process or prevent the progressi.e loss of beta *** research has explored the potenti.l of glucagon-li.e pepti.e-1 receptor agoni.ts(GLP-1RAs)as a novel i.terventi.n to modi.y the di.ease course and delay the onset of ***-1RAs are medi.ati.ns i.i.i.lly developed for treati.g type 2 *** exert thei. effects by enhanci.g glucose-dependent i.suli. secreti.n,suppressi.g glucagon secreti.n,and slowi.g gastri. *** evi.ence suggests that GLP-1RAs may also benefi. the treatment of newly di.gnosed pati.nts wi.h *** arti.le ai.s to hi.hli.ht the potenti.l of GLP-1RAs as an i.terventi.n to delay the onset of T1D,possi.ly through thei. potenti.l i.munomodulatory and anti.i.flammatory effects and preservati.n of *** arti.le ai.s to explore the potenti.l of shi.ti.g the paradi.m of T1D management from reacti.e i.suli. replacement to proacti.e di.ease modi.i.ati.n,whi.h should open new avenues for preventi.g and treati.g T1D,i.provi.g the quali.y of li.e and long-term outcomes for i.di.i.uals at ri.k of T1D.

关键词： Type 1 di.betes Semagluti.e Glucagon-li.e pepti.e-1 receptor agoni.ts i.suli. therapy Autoi.mune response Blood glucose moni.ori.g Β-cell preservati.n Early screeni.g Tepli.umab Randomi.ed controlled tri.ls

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Appli.ati.ns of arti.i.i.l i.telli.ence i. geothermal resource explorati.n: A revi.w

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Deep Underground Sci.nce and Engi.eeri.g 2024年第3期3卷 269-285页

作者： mahmoud AlGai.r Mamdud Hossai. Andrei.Petrovski.Aref Lashi. Nadi.ul Fai.al School of Engi.eeri.g Robert Gordon UniversityAberdeenUK Nati.nal Subsea Centre AberdeenUK Petroleum and Natural Gas Engi.eeri.g Department College of EngineeringKing Saud UniversityRiyadhSaudi Arabia

Arti.i.i.l i.telli.ence (Ai. has become i.creasi.gly i.portant i. geothermal explorati.n,si.ni.i.antly i.provi.g the effi.i.ncy of resource *** revi.w exami.es current Ai.appli.ati.ns,focusi.g on the algori.hms used,the challenges addressed,and the opportuni.i.s *** addi.i.n,the revi.w hi.hli.hts the growth of machi.e learni.g appli.ati.ns i. geothermal explorati.n over the past decade,demonstrati.g how Ai.has i.proved the analysi. of subsurface data to i.enti.y potenti.l *** techni.ues such as neural networks,support vector machi.es,and deci.i.n trees are used to esti.ate subsurface temperatures,predi.t rock and flui. properti.s,and i.enti.y opti.al dri.li.g *** parti.ular,neural networks are the most wi.ely used techni.ue,further contri.uti.g to i.proved explorati.n ***,the wi.espread adopti.n of Ai.i. geothermal explorati.n i. hi.dered by challenges,such as data accessi.i.i.y,data quali.y,and the need for tai.ored data sci.nce trai.i.g for i.dustry ***,the revi.w emphasi.es the i.portance of data engi.eeri.g methodologi.s,data scali.g,and standardi.ati.n to enable the development of accurate and generali.able Ai.models for geothermal *** i. concluded that the i.tegrati.n of Ai.i.to geothermal explorati.n holds great promi.e for accelerati.g the development of geothermal energy *** effecti.ely addressi.g key challenges and leveragi.g Ai.technologi.s,the geothermal i.dustry can unlock cost‐effecti.e and sustai.able power generati.n opportuni.i.s.

关键词： arti.i.i.l i.telli.ence geothermal energy geothermal explorati.n geothermometry hi.den/bli.d geothermal resources machi.e learni.g

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