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Din n Tho lun chung Th thut PC - Laptop Kenn Bi vit: 560 Lt thch: 125 Download trn b Adobe CC 2019 Portable (chy ngay khng cn ci t) 16519 0 33,550 Khc Adobe CC 2019 l b phn mm ho c th ni l hng u trn th gii vi nhiu phn mm ni ting nh photoshop, after Effect.V hm nay mnh chia s cho bn link ti nhng phn mm ny di dng Portable, cc nh, ti l dng ngay m khng cn ci t.Adobe Illustrator Cc 2019 Download Trn BAdobe Illustrator Cc 2019 Zip 100 SecureAdobe Illustrator Cc 2019 Download Trn BLINK TI PHN MM: Google Drive (Link ti ny do bn admin CaoNguyenIT.com chia s, mnh ang reup li phng trng hp ht lt ti nh) khng b tnh trng gii hn lt ti link gc, bn vui lng lm nh sau: Chn phin bn mun ti Click vo mc Add to My Drive Vo li Drive ca mnh v tin hnh ti nh.Link fshare: Adobe After Effects CC 2019 Adobe Animate CC 2019 Adobe Audition CC 2019 Adobe Dreamweaver CC 2019 Adobe FrameMaker 2019 Adobe Illustrator CC 2019 Adobe InCopy CC 2019 Adobe InDesign CC 2019 Adobe Media Encoder CC 2019 Adobe Photoshop CC 2019 Adobe Photoshop Lightroom Classic CC 2019 Adobe PremierePro 2019 Sau khi ti v, bn hy gii nn v chy file c ui.exe l c th s dng.Nu bn thy bi vit hu ch, hy chia s cho mi ngi cng bit nh.Tham kho: TECHRUM CH TNG T Hng dn kch hot giao din Start mi cho Windows 10 version 2004 ARMOURY CRATE TNG HP TNG HP CCH FIX CC LI TRN ARMOURY CRATE HIN NAY Hng dn kch hot Start Menu mi trn Windows 10 TH THUT Xem YouTube thoi mi hn vi ch ton mn hnh Windowed Chia s Video hng dn ci giao din MacOS Big Sur cho Ubuntu 20.04 16519 Last edited by a moderator: 1170 You must log in or register to reply here.Facebook Comment Share: Facebook Twitter Reddit Pinterest Tumblr WhatsApp Email Link c Quan Tm 1 Trn tay v chi tit cu hnh ROG Phone 3 - Gaming phone mnh nht th gii sp ra mt 2 MyASUS - ng dng h tr ton din dnh cho ngi dng ASUS 3 CKTM ROG DESKTOP: NG B TI NC 4 Lp hc trc tuyn ma COVID-19 5 Khm ph nhng sc mu c tnh cng b t ASUS VivoBook S 6 Qualcomm Snapdragon 865 s c ra mt vo Q3-2020 Th Thut Hay 1 Hng dn tham gia chng trnh Review hay - Nhn qu ngay ca ASUS 2 Hng dn kim tra ti khon b r r d liu trn mng hay cha 3 Hng dn ti Call of Duty: Mobile VN trn PC, Laptop thng qua trnh gi lp chnh ch VNG 4 Cch xem nh 3D ng vt bng Google 3D animals v AR Object ngoi mi trng tht 5 FOTA
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Consensus models (Mutag20%-trn and hERG20%-trn). As shown in Table 5, compared to the consensus models trained on the entire datasets (Mutag100%-trn and hERG100%-trn), the performance of the retrained models declined with reduced training data, achieving ROC-AUCs of 0.837 and 0.773, respectively. Using these retrained consensus models, we reconstructed the functional reaction template library for optimizing Mutag and hERG toxicity. In simulated real-world optimizations of GSK3β-Mutag and GSK3β-hERG, we used Mutag20%-trn and hERG20%-trn as the fitness functions and implemented the reconstructed functional reaction template library in Syn-MolOpt. The molecules designated for testing in the GSK3β-Mutag and GSK3β-hERG optimization tasks (Table 1) were then used to evaluate the performance of Syn-MolOpt and SynNet in this specific scenario. To ensure an objective comparison, we assessed the Mutag and hERG scores of the final optimized molecules using the highly accurate Mutag100%-trn and hERG100%-trn models (Table 5). The optimization results for the GSK3β-Mutag and GSK3β-hERG tasks are presented in Fig. 5A and B. These figures illustrate that in molecular optimization tasks with low-accuracy scoring functions, Syn-MolOpt outperforms SynNet, particularly in toxicity optimization. The top-1 and top-10 molecules generated by Syn-MolOpt exhibit significantly lower Mutag and hERG scores compared to those optimized by SynNet. Specifically, the top-1 and top-10 molecules from Syn-MolOpt had the Mutag scores of 0.054 and 0.269, respectively, while those from SynNet were 0.522 and 0.331. Furthermore, the hERG scores for the top-1 and top-10 molecules from Syn-MolOpt were 0.094 and 0.251, respectively, while those from SynNet were 0.355 and 0.504. This suggests that by strategically transforming fragments using functional reaction templates during synthesis tree generation, Syn-MolOpt achieves more robust performance, even with inaccurate scoring feedback. This highlights Syn-MolOpt’s applicability in real-world molecular optimization scenarios.Table 5 Performance comparison of the consensus modelsFull size tableFig. 5Performance comparison of Syn-MolOpt and SynNet in simulated real-world optimizations of A GSK3β-Mutag and B GSK3β-hERGFull size imageConclusionIn this study, to address the issue that most current molecular optimization algorithms inadequately consider the synthesizability of their optimized molecules, we proposed a synthesis planning-driven molecular optimization scheme, Syn-MolOpt, based on functional reaction templates. This method allows for the design of property-specific functional reaction template libraries for the properties to be optimized, providing reference synthetic routes for the optimized compounds while optimizing the targeted properties. We focus on the optimization of toxicity and metabolic properties, across two toxicity-related (GSK3β-Mutag and GSK3β-hERG) and two metabolism-related (GSK3β-CYP3A4 and GSK3β-CYP2C19) multi-property molecular optimization tasks.Partners – TRN - The Recruitment Network
Norway836 milesVenice (Treviso) (TSF), Italy846 milesEindhoven (EIN), Netherlands852 milesAmsterdam (AMS), Netherlands855 milesZürich (ZRH), Switzerland875 milesBrussels (BRU), Belgium902 milesMilan (Bergamo) (BGY), Italy923 milesIstanbul (IST), Turkey936 milesTirana (TIA), Albania947 milesMilan (Malpensa) (MXP), Italy957 milesWhat places can I reach within 2,000 miles?Turin (TRN), Italy1,014 milesParis (CDG), France1,039 milesParis (Beauvais) (BVA), France1,041 milesLondon Stansted (STN), United Kingdom1,046 milesRome (Ciampino) (CIA), Italy1,057 milesLondon City (LCY), United Kingdom1,062 milesRome (Fiumicino) (FCO), Italy1,066 milesCorfu (Kerkyra) (CFU), Greece1,067 milesLondon Luton (LTN), United Kingdom1,070 milesGrenoble / Lyon (GNB), France1,086 milesNice (NCE), France1,107 milesAthens (ATH), Greece1,154 milesKutaisi (KUT), Georgia1,160 milesDublin (DUB), Ireland1,271 milesCatania (CTA), Italy1,279 milesHeraklion (Crete) (HER), Greece1,332 milesMalta (MLA), Malta1,395 milesBarcelona (BCN), Spain1,402 milesLarnaca (LCA), Cyprus1,422 milesPalma de Mallorca (PMI), Spain1,473 milesTel Aviv (TLV), Israel1,631 milesReykjavik (Keflavik) (KEF), Iceland1,756 milesMálaga (AGP), Spain1,873 milesLisbon (LIS), Portugal1,933 milesHurghada (HRG), Egypt1,944 milesWhere can I fly to within 3,000 miles?Dubai (DXB), United Arab Emirates2,540 milesGran Canaria (Las Palmas) (LPA), Spain2,739 milesTenerife (Reina Sofía) (TFS), Spain2,775 milesDestinations from Vilnius by flight durationDiscover a variety of destinations from Vilnius below, organized by flight duration. This layout allows you to easily identify destinations based on the maximum flight duration you prefer. Additionally, you can utilize the duration filter on the map, which is even more convenient!From Vilnius, where can I fly in 1 hour?Riga (RIX)50mWhere can I fly from Vilnius within 2 hours?Warsaw (WAW)1h 5mTallinn (TLL)1h 10mKrakow (KRK)1h 20mStockholm (Arlanda) (ARN)1h 30mBerlin (BER)1h 35mCopenhagen (CPH)1h 35mHelsinki (HEL)1h 45mPrague (PRG)1h 45mOslo (OSL)1h 50mVienna (VIE)1h 50mOslo (Torp) (TRF)1h 55mWhich destinations are reachable within 3 hours?Hamburg (HAM)2h 5mMunich (MUC)2h 5mNuremberg (NUE)2h 5mDortmund (DTM)2h 15mDüsseldorf (DUS)2h 15mBergen (BGO)2h 20mFrankfurt (FRA)2h 20mFrankfurt Hahn (HHN)2h 20mEindhoven (EIN)2h 25mVenice (Treviso) (TSF)2h 25mZürich (ZRH)2h 25mAmsterdam (AMS)2h 30mBrussels (BRU)2h 30mMilan (Bergamo) (BGY)2h 35mTirana (TIA)2h 35mMilan (Malpensa) (MXP)2h 45mTurin (TRN)2h 45mCorfu (Kerkyra) (CFU)2h 50mParis (Beauvais) (BVA)2h 50mRome (Ciampino) (CIA)2h 50mNice (NCE)2h 55mParis (CDG)2h 55mRome (Fiumicino). Tax Research Network. Home; About; TRN 24 – Cardiff Business School. TRN 24 – Booking details; TRN 24 Keynote speakers; TRN 24 – Overall conference schedule; The TRN nowTRN News - The Radio Network
Of the logo that runs into several megabytes. It will cause the PDF quotation/estimate size also to increase. A large PDF file is inconvenient to send and for your customers to receive. Resize your Logo Click to go to an online tool to help you resize your logo to make it into the correct size and dimensions. Select Image from your computer and upload Select the option - 'Dimensions' If your logo orientation is landscape, fill in the width as 200 If your logo orientation is portrait, fill in the height as 150 Click Resize button Download the logo. This logo is suitable to be used in Print Your Copy for your quotations/estimates. VAT in the UAE The official portal of the United Arab Emirates Government states the following: Value Added Tax (VAT) was introduced on 1st January 2018. The rate of VAT is 5%. VAT is a consumption tax levied at each stage of the supply chain and ultimately born by the end customer. If your business qualifies to collect tax, you must register your business with the Federal Tax Authority and obtain a Tax Registration Number (TRN). Businesses are not allowed to charge VAT unless they are registered for VAT and have a TRN.Community – TRN - The Recruitment Network
ForteAgent 18 2 RECALLVICTORINO.ORG Microsoft Windows Live Ma 19 2 JU5T1C3 Mozilla 20 2 Anonymous NewsTap 21 2 Green online Pharma G2 22 2 David Dalton Hogwasher 23 2 Gunther Adolphski ForteAgent 24 2 Roger ForteAgent 25 2 HAWAII LT. GOV. SOYLENT GR Microsoft Windows Live Ma 26 2 KKKernal Corn Forte Free Agent 27 2 Haven Foundation G2 28 2 Nomen Nescio 29 1 emry scott G2 30 1 Noahide G2 31 1 Rosie Cole G2 32 1 Suzan Jamson G2 33 1 THE GHOST OF BULL CONNOR Microsoft Windows Live Ma 34 1 [email protected] 35 1 [email protected] 36 1 BUY PENTOBARBITAL NEMBUTAL NewsTap 37 1 [email protected] 38 1 trueconservative@hostmail. 39 1 Peeler Pan 40 1 Andrzej rapes kiddies trn 41 1 TROUBLE Microsoft Windows Live Ma 42 1 Incubus slrn 43 1 Unum Mozilla 44 1 Peter Brooks G2 Top NewsreadersRanking Articles Newsreader Users------- -------- -------------------------------------------- ----- 1 188 Microsoft Windows Live Mail 8 2 119 G2 14 3 66 Mozilla 4 4 22 trn 2 5 15 tin 1 6 8 XanaNews 1 7 7 6 8 7 ForteAgent 3 9 6 Opera Mail 1 10 5 MesNews 1 11 2 Forte Free Agent 1 12 2 NewsTap 2 13 1 MT-NewsWatcher 1 14 1 Hogwasher 1 15 1 slrn 1 16 1 Pan 1-- This email has been checked for viruses by AVG.Events TRN - The Recruitment Network
>> from pywubi import wubi>>> wubi('我爱你')['trnt', 'epdc', 'wqiy']>>> wubi('我爱你',multicode=True) # 返回汉字的所有可能的五笔编码[['trnt', 'trn', 'q'], ['epdc', 'epd', 'ep'], ['wqiy', 'wqi', 'wq']]>>> wubi('我爱你', single=False) # 以词组的方法处理这些汉字['tewq']">>>> from pywubi import wubi>>> wubi('我爱你')['trnt', 'epdc', 'wqiy']>>> wubi('我爱你',multicode=True) # 返回汉字的所有可能的五笔编码[['trnt', 'trn', 'q'], ['epdc', 'epd', 'ep'], ['wqiy', 'wqi', 'wq']]>>> wubi('我爱你', single=False) # 以词组的方法处理这些汉字['tewq']MIT LicenseCopyright (c) 2019 Thunder BoublePermission is hereby granted, free of charge, to any person obtaining a copyof this software and associated documentation files (the "Software"), to dealin the Software without restriction, including without limitation the rightsto use, copy, modify, merge, publish, distribute, sublicense, and/or sellcopies of the Software, and to permit persons to whom the Software isfurnished to do so, subject to the following conditions:The above copyright notice and this permission notice shall be included in allcopies or substantial portions of the Software.THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS ORIMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THEAUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHERLIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THESOFTWARE.Membership TRN - The Recruitment Network
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41 2 E..,, 42 2 Daleks 43 2 The Snowhen 44 2 G..,, 45 2 F..,, 46 2 E..,, 47 2 C...,,, 48 2 3450 49 2 Eight Legged Freaks 50 2 Shriek Week: Wholloween Doctor Who: The HalloweenApocalypse 51 2 DC 52 2 B...,,,...,,, 53 2 H```````````` 54 2 A..... 55 2 Musical 56 2 Tara 57 2 S..,,..,, 58 2 S..,,..,,..,, 59 2 Evil of the Daleks 60 2 Movellan 3413 61 2 Tibet 62 2 Ood 63 2 The Crimson Horror (3393-1500) 64 2 The Great China Swap 50 Years Ago 65 2 Re: 2nd Season Dr. Who - Tooth and Claw - 5 starpoll - SPOILERS AHOY ! 66 2 Revolution of the Daleks (3396 -1375) 67 2 Ogrons 68 2 D..,,..,,..,,..,, 69 2 Re: 041025 70 2 3483 71 2 3484 72 2 3486 73 2 3482 74 2 AC 75 2 Re: 2169 76 2 3474 77 2 Re: Shada 78 2 Re: The War Games: Episode Three 79 2 Re: Flux theory 80 2 Remnents 81 2 Martha Jones 82 2 Silver Nemesis (3488 - 1500) 83 2 Re: Fez 84 2 5 daysTop PostersRanking Articles Name Most Used Newsreader------- -------- -------------------------- -------------------- 1 238 The Doctor trn 2 63 [email protected] G2 3 51 [email protected] G2 4 28 Daniel65 Mozilla 5 21 The Last Doctor NewsTap 6 13 Blueshirt Mozilla 7 10 solar penguin NewsTap 8 8 The True Doctor Mozilla 9 3 Idlehands Mozilla 10 3 % Mozilla 11 1 Falscher Bruce G2 12 1 roach G2 13 1 Wouter Valentijn Mozilla Top NewsreadersRanking Articles Newsreader Users------- -------- -------------------------------------------- ----- 1 237 trn 1 2 116 G2 4 3 63 Mozilla 7 4 24 NewsTap 2 5 1 XanaNews 1-- The lie of USenet is dying is rebuff by these statisticsUsenet livesIntroducing R6 TRN Elo - TRN Checkpoint - Tracker Network
Hello guys, today I came to explain how to make your Soldier Front Private Server, or Public Server.. I don't remember all steps, but i will try ok folks!THIS IS FIRST COMPLETE TUTORIAL!First I would like to thank the friends who have posted and helped! @Bola - @das11501 - @cedric5 - @pon0352First Post:[Release] Soldier Front 1 Server filesDownload Link: Install your Microsoft SQL ServerAttention for Features!Use "Default Instance Name"..In account name use for all "NT AUTHORITY\Network Service"2º Account Provisioning:Wait Updates3º Copy Server Folders to:- C:\DMSystem\- C:\SF_ServerConfig- C:\ApexServer\- C:\SF_ServerPatch\And Change IP in all config file- C:\DMSystem\DMClient- C:\DMSystem\DMServer- C:\DMSystem\MCTool- C:\SF_ServerConfig\SpecialForce\AdminServer- C:\SF_ServerConfig\SpecialForce\AdminTool- C:\SF_ServerConfig\SpecialForce\CheckoverlapServer- C:\SF_ServerConfig\SpecialForce\ClanchatServer- C:\SF_ServerConfig\SpecialForce\GameServer- C:\SF_ServerConfig\SpecialForce\LauncherServer- C:\SF_ServerConfig\SpecialForce\LoginServer- C:\SF_ServerConfig\SpecialForce\MessengerServer- C:\SF_ServerConfig\SpecialForce\SessionServer4º Configure SQL Users and Restore DatabasesOpen your SQL ServerWait UpdatesUse Default User - "sa"Use Your Pass - "1234"Make New Database!Use same name as: ClanDB_backup_2013...Restore the Database like this:Follow Images:Select "From Device" and "..." and "add"Select the Database File, Remember name "ClanDB"Only .BAK files, The .TRN it is not necessaryLook if "From Device" is Correct! And Make Box!Lookout, you need to check "Options", or will Get Fail!Mark "With Replace" and "OK"And Successful, YEAH 60% Complete!!Make this for all databases!5º Delete existing users in all Databases, if you try without delete,Will get error "already Existing"Now make Users, to work in Databases!Attention Here!In Server Roles, mark "sysadmin"Now "User Mapping"Select for all DB Map, and put "DBO" in Default Schemaand mark "db_owner" to set privileges!, remember deleteusers old users or you will get error, "already existing"6º I'm trying but i don't remember next steps here.. i'm "rusty", but. Tax Research Network. Home; About; TRN 24 – Cardiff Business School. TRN 24 – Booking details; TRN 24 Keynote speakers; TRN 24 – Overall conference schedule; The TRN nowtrn - Valorant Crosshair - Tracker Network
Or the internet diesDaniel65unread,Oct 28, 2021, 6:05:01 AM10/28/21to The Doctor wrote on 28/10/21 12:27 am:> XanaNews Statistic for rec.arts.drwho. 10/27/2021 7:27:15 AM> > From article 1010559 (10/26/2021 12:01:30 AM) to article 1010999> (10/26/2021 11:53:56 PM)> > Number of threads ................... 108> Number of articles .................. 457> Average articles per thread ......... 4.23> Number of unanswered posts .......... 24> Number of posts from XanaNews users .. 1> Top Posters> > Ranking Articles Name Most Used Newsreader> ------- -------- -------------------------- --------------------> 1 238 The Doctor trn> 2 63 [email protected] G2> 3 51 [email protected] G2> 4 28 Daniel65 Mozilla> 5 21 The Last Doctor NewsTapGee Whiz!! I wonder who the biggest SPAMMER (over 50% of posts!) is in this Group .... Head and Shoulders above the next highest SPAMMER (at only 25% of posts!!)??-- DanielThe Doctorunread,Oct 28, 2021, 9:46:37 AM10/28/21to Daniel65unread,Oct 29, 2021, 6:49:07 AM10/29/21to The Doctor wrote on 29/10/21 1:46 am:> In article [email protected]>,> Daniel65 [email protected]> wrote:>> The Doctor wrote on 28/10/21 12:27 am:>>> XanaNews Statistic for rec.arts.drwho. 10/27/2021 7:27:15 AM>>>>>> From article 1010559 (10/26/2021 12:01:30 AM) to article 1010999>>> (10/26/2021 11:53:56 PM)>>>>>> Number of threads ................... 108>>> Number of articles .................. 457>>> Average articles per thread ......... 4.23>>> Number of unanswered posts .......... 24>>> Number of posts from XanaNews users .. 1>>>> >>>>> Top Posters>>>>>> Ranking Articles Name Most Used Newsreader>>> ------- -------- -------------------------- -------------------->>> 1 238 The Doctor trn>>> 2 63 [email protected] G2>>> 3 51 [email protected] G2>>> 4 28 Daniel65 Mozilla>>> 5 21 The Last Doctor NewsTap>>>> Gee Whiz!! I wonder who the biggest SPAMMER (over 50% of posts!) is in>> this Group .... Head and Shoulders above the next highest SPAMMER (at>> only 25% of posts!!)??> > Are you still spinning Daniel?> When did I EVER state I was spinning, idiot?? Or was that just 'The Voices in YourComments
Din n Tho lun chung Th thut PC - Laptop Kenn Bi vit: 560 Lt thch: 125 Download trn b Adobe CC 2019 Portable (chy ngay khng cn ci t) 16519 0 33,550 Khc Adobe CC 2019 l b phn mm ho c th ni l hng u trn th gii vi nhiu phn mm ni ting nh photoshop, after Effect.V hm nay mnh chia s cho bn link ti nhng phn mm ny di dng Portable, cc nh, ti l dng ngay m khng cn ci t.Adobe Illustrator Cc 2019 Download Trn BAdobe Illustrator Cc 2019 Zip 100 SecureAdobe Illustrator Cc 2019 Download Trn BLINK TI PHN MM: Google Drive (Link ti ny do bn admin CaoNguyenIT.com chia s, mnh ang reup li phng trng hp ht lt ti nh) khng b tnh trng gii hn lt ti link gc, bn vui lng lm nh sau: Chn phin bn mun ti Click vo mc Add to My Drive Vo li Drive ca mnh v tin hnh ti nh.Link fshare: Adobe After Effects CC 2019 Adobe Animate CC 2019 Adobe Audition CC 2019 Adobe Dreamweaver CC 2019 Adobe FrameMaker 2019 Adobe Illustrator CC 2019 Adobe InCopy CC 2019 Adobe InDesign CC 2019 Adobe Media Encoder CC 2019 Adobe Photoshop CC 2019 Adobe Photoshop Lightroom Classic CC 2019 Adobe PremierePro 2019 Sau khi ti v, bn hy gii nn v chy file c ui.exe l c th s dng.Nu bn thy bi vit hu ch, hy chia s cho mi ngi cng bit nh.Tham kho: TECHRUM CH TNG T Hng dn kch hot giao din Start mi cho Windows 10 version 2004 ARMOURY CRATE TNG HP TNG HP CCH FIX CC LI TRN ARMOURY CRATE HIN NAY Hng dn kch hot Start Menu mi trn Windows 10 TH THUT Xem YouTube thoi mi hn vi ch ton mn hnh Windowed Chia s Video hng dn ci giao din MacOS Big Sur cho Ubuntu 20.04 16519 Last edited by a moderator: 1170 You must log in or register to reply here.Facebook Comment Share: Facebook Twitter Reddit Pinterest Tumblr WhatsApp Email Link c Quan Tm 1 Trn tay v chi tit cu hnh ROG Phone 3 - Gaming phone mnh nht th gii sp ra mt 2 MyASUS - ng dng h tr ton din dnh cho ngi dng ASUS 3 CKTM ROG DESKTOP: NG B TI NC 4 Lp hc trc tuyn ma COVID-19 5 Khm ph nhng sc mu c tnh cng b t ASUS VivoBook S 6 Qualcomm Snapdragon 865 s c ra mt vo Q3-2020 Th Thut Hay 1 Hng dn tham gia chng trnh Review hay - Nhn qu ngay ca ASUS 2 Hng dn kim tra ti khon b r r d liu trn mng hay cha 3 Hng dn ti Call of Duty: Mobile VN trn PC, Laptop thng qua trnh gi lp chnh ch VNG 4 Cch xem nh 3D ng vt bng Google 3D animals v AR Object ngoi mi trng tht 5 FOTA
2025-04-03Consensus models (Mutag20%-trn and hERG20%-trn). As shown in Table 5, compared to the consensus models trained on the entire datasets (Mutag100%-trn and hERG100%-trn), the performance of the retrained models declined with reduced training data, achieving ROC-AUCs of 0.837 and 0.773, respectively. Using these retrained consensus models, we reconstructed the functional reaction template library for optimizing Mutag and hERG toxicity. In simulated real-world optimizations of GSK3β-Mutag and GSK3β-hERG, we used Mutag20%-trn and hERG20%-trn as the fitness functions and implemented the reconstructed functional reaction template library in Syn-MolOpt. The molecules designated for testing in the GSK3β-Mutag and GSK3β-hERG optimization tasks (Table 1) were then used to evaluate the performance of Syn-MolOpt and SynNet in this specific scenario. To ensure an objective comparison, we assessed the Mutag and hERG scores of the final optimized molecules using the highly accurate Mutag100%-trn and hERG100%-trn models (Table 5). The optimization results for the GSK3β-Mutag and GSK3β-hERG tasks are presented in Fig. 5A and B. These figures illustrate that in molecular optimization tasks with low-accuracy scoring functions, Syn-MolOpt outperforms SynNet, particularly in toxicity optimization. The top-1 and top-10 molecules generated by Syn-MolOpt exhibit significantly lower Mutag and hERG scores compared to those optimized by SynNet. Specifically, the top-1 and top-10 molecules from Syn-MolOpt had the Mutag scores of 0.054 and 0.269, respectively, while those from SynNet were 0.522 and 0.331. Furthermore, the hERG scores for the top-1 and top-10 molecules from Syn-MolOpt were 0.094 and 0.251, respectively, while those from SynNet were 0.355 and 0.504. This suggests that by strategically transforming fragments using functional reaction templates during synthesis tree generation, Syn-MolOpt achieves more robust performance, even with inaccurate scoring feedback. This highlights Syn-MolOpt’s applicability in real-world molecular optimization scenarios.Table 5 Performance comparison of the consensus modelsFull size tableFig. 5Performance comparison of Syn-MolOpt and SynNet in simulated real-world optimizations of A GSK3β-Mutag and B GSK3β-hERGFull size imageConclusionIn this study, to address the issue that most current molecular optimization algorithms inadequately consider the synthesizability of their optimized molecules, we proposed a synthesis planning-driven molecular optimization scheme, Syn-MolOpt, based on functional reaction templates. This method allows for the design of property-specific functional reaction template libraries for the properties to be optimized, providing reference synthetic routes for the optimized compounds while optimizing the targeted properties. We focus on the optimization of toxicity and metabolic properties, across two toxicity-related (GSK3β-Mutag and GSK3β-hERG) and two metabolism-related (GSK3β-CYP3A4 and GSK3β-CYP2C19) multi-property molecular optimization tasks.
2025-04-16Of the logo that runs into several megabytes. It will cause the PDF quotation/estimate size also to increase. A large PDF file is inconvenient to send and for your customers to receive. Resize your Logo Click to go to an online tool to help you resize your logo to make it into the correct size and dimensions. Select Image from your computer and upload Select the option - 'Dimensions' If your logo orientation is landscape, fill in the width as 200 If your logo orientation is portrait, fill in the height as 150 Click Resize button Download the logo. This logo is suitable to be used in Print Your Copy for your quotations/estimates. VAT in the UAE The official portal of the United Arab Emirates Government states the following: Value Added Tax (VAT) was introduced on 1st January 2018. The rate of VAT is 5%. VAT is a consumption tax levied at each stage of the supply chain and ultimately born by the end customer. If your business qualifies to collect tax, you must register your business with the Federal Tax Authority and obtain a Tax Registration Number (TRN). Businesses are not allowed to charge VAT unless they are registered for VAT and have a TRN.
2025-04-16