Ua tsaug rau koj tuaj xyuas Nature.com. Cov version ntawm browser koj siv tau txwv CSS kev txhawb nqa. Txhawm rau kom tau txais txiaj ntsig zoo tshaj plaws, peb xav kom koj siv qhov tshiab ntawm koj tus browser (lossis lov tes taw Compatibility Hom hauv Internet Explorer). Lub sijhawm no, txhawm rau kom muaj kev txhawb nqa tsis tu ncua, peb tab tom qhia lub xaib tsis muaj styling lossis JavaScript.
Ib qho kev cog lus zoo tshaj plaws ntawm kev kawm tshuab hauv kev suav physics yog qhov kev daws teeb meem nrawm ntawm ib feem sib npaug sib npaug (PDEs). Lub hom phiaj tseem ceeb ntawm kev kawm tshuab-raws li ib feem ntawm qhov sib npaug sib npaug sib npaug yog los tsim cov kev daws teeb meem uas muaj tseeb txaus sai dua li cov txheej txheem lej los ua qhov kev sib piv hauv paus. Peb thawj zaug ua ib qho kev tshuaj xyuas cov ntaub ntawv tshuab kawm txog kev daws cov kab zauv sib txawv ib nrab. Ntawm tag nrho cov ntaub ntawv qhia txog kev siv ML los daws cov kua dej ib feem sib npaug sib npaug thiab thov kom muaj txiaj ntsig zoo tshaj li cov qauv lej, peb tau txheeb xyuas 79% (60/76) piv rau cov hauv paus tsis muaj zog. Qhov thib ob, peb pom cov pov thawj ntawm kev tshaj tawm kev tsis ncaj ncees, tshwj xeeb tshaj yog hauv kev tshaj tawm cov txiaj ntsig thiab kev tshaj tawm kev tsis ncaj ncees. Peb xaus lus tias kev tshawb fawb tshuab kev kawm txog kev daws qhov sib npaug ntawm qhov sib txawv yog qhov zoo tshaj plaws: cov ntaub ntawv tawm tswv yim tsis muaj zog tuaj yeem ua rau cov txiaj ntsig zoo dhau, thiab kev tshaj tawm kev tsis ncaj ncees tuaj yeem ua rau tsis lees paub cov txiaj ntsig tsis zoo. Feem ntau, cov teeb meem no tshwm sim los ntawm cov xwm txheej zoo ib yam li yav dhau los kev tsim tawm tsis zoo: kev txiav txim siab ntawm tus neeg tshawb xyuas thiab qhov txiaj ntsig zoo ntawm kev tsis ncaj ncees. Peb hu rau kev hloov pauv kev coj noj coj ua hauv qab kom txo qis kev qhia tsis ncaj ncees thiab kev hloov kho cov txheej txheem sab saum toj kom txo qis kev txhawb siab kom ua li ntawd.
Cov npe ntawm cov kws sau ntawv thiab cov ntawv tsim los ntawm kev tshuaj xyuas, nrog rau kev faib tawm ntawm txhua tsab xov xwm hauv cov qauv random, muaj rau pej xeem ntawm https://doi.org/10.17605/OSF.IO/GQ5B3 (ref. 124).
Cov cai xav tau los tsim cov txiaj ntsig hauv Table 2 tuaj yeem pom ntawm GitHub: https://github.com/nickmcgreivy/WeakBaselinesMLPDE/ (ref. 125) thiab ntawm Code Ocean: https://codeocean.com/capsule/9605539/Tree/ v1 (txuas 126) thiab https://codeocean.com/capsule/0799002/tree/v1 (txuas 127).
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Post lub sij hawm: Sep-29-2024