Matches in Nanopublications for { ?s ?p <http://purl.org/petapico/o/hycl#AIDA-Sentence> ?g. }
- This+is+a+test. type AIDA-Sentence assertion.
- Teenagers+reply+on+average+faster+to+emails+than+adults. type AIDA-Sentence assertion.
- Malaria+is+transmitted+by+mosquitoes. type AIDA-Sentence assertion.
- Social+contact+is+associated+with+more+psychological+pain+of+loneliness+in+everyday+life. type AIDA-Sentence assertion.
- Consumption+of+popcorn+is+associated+with+higher+serum+levels+of+per-+and+polyfluoroalkyl+substances. type AIDA-Sentence assertion.
- Consumption+of+popcorn+is+associated+with+higher+serum+levels+of+per-+and+polyfluoroalkyl+substances. type AIDA-Sentence assertion.
- GPT-4+is+incapable+of+reasoning. type AIDA-Sentence assertion.
- All+classification+schemes%2C+including+pragmatic+ones%2C+rest+on+a+philosophical+view+of+knowledge. type AIDA-Sentence assertion.
- The+decisions+made+when+constructing+a+library+classification+scheme+have+cultural+and+political+consequences+when+the+scheme+is+being+applied. type AIDA-Sentence assertion.
- Large+Language+Models%2C+as+of+2023%2C+are+fundamentally+unreliable+at+answering+questions. type AIDA-Sentence assertion.
- Large+Language+Models+are+fundamentally+unreliable+at+answering+questions. type AIDA-Sentence assertion.
- Without+output+controls%2C+Large+Language+Models+can+easily+be+used+to+generate+hate+speech+and+spam. type AIDA-Sentence assertion.
- Food+is+a+basic+necessity+of+life. type AIDA-Sentence assertion.
- Restaurants+are+establishments+where+foods+and+drinks+may+be+procured+by+people.. type AIDA-Sentence assertion.
- The+Dark+Side+of+the+Moon++is+the+best+album. type AIDA-Sentence assertion.
- The+Dark+Side+of+the+Moon+is+the+best+album. type AIDA-Sentence assertion.
- WebAPIs+make+development+of+new++applications+easy+and+fast. type AIDA-Sentence assertion.
- An+organization+brings+together+individuals+to+achieve+specific+goals. type AIDA-Sentence assertion.
- Contemporary+sculpture+pushes+boundaries+by+experimenting+with+unconventional+materials. type AIDA-Sentence assertion.
- The+Semantic+Web+is+a+suitable+and+valuable+approach+to+assist+the+evolution+of+human+knowledge+as+a+whole. type AIDA-Sentence assertion.
- Spacious+apartments+offer+stunning+city+views+and+modern+amenities. type AIDA-Sentence assertion.
- Juliet%27s+balcony+soliloquy+vividly+expresses+her+profound+love+for+Romeo%2C+creating+a+declaration+of+forbidden+passion+that+resonates+throughout+the+tragic+tale. type AIDA-Sentence assertion.
- Paperback+books+are+typically+less+expensive+to+produce+and+purchase+than+hardcover+books. type AIDA-Sentence assertion.
- Blockchain+technology+secures+digital+transactions+through+decentralized+ledgers%2C+providing+transparency+and+trust. type AIDA-Sentence assertion.
- People+who+create+new+compositions+are+called+composers. type AIDA-Sentence assertion.
- A+sovereign+state+is+a+political+entity+that+has+the+highest+authority+over+a+geographic+area. type AIDA-Sentence assertion.
- Arthur+C.+Clarke+wrote+the+book+%272001%3A+A+Space+Odyssey%27. type AIDA-Sentence assertion.
- The+book+%272001%3A+A+Space+Odyssey%27+is+part+of+a+book+series. type AIDA-Sentence assertion.
- blender+is+a+3D+Renderer. type AIDA-Sentence assertion.
- blender+is+a+3D+Renderer. type AIDA-Sentence assertion.
- Breaking+Bad+is+a+television+series. type AIDA-Sentence assertion.
- Artificial+Intelligence+%28AI%29+is+not+causing+unemployment%3B+instead%2C+it+assists+people+in+enhancing+their+work+efficiency+and+productivity. type AIDA-Sentence assertion.
- Food+is+nourishment. type AIDA-Sentence assertion.
- Hamlet+is+a+play. type AIDA-Sentence assertion.
- A+higher+ISO+setting+increases+sensitivity+to+light. type AIDA-Sentence assertion.
- doctors+do+not+try+to+treat+the+root+of+the+problems+with+your+body+and+simply+are+taught+to+numb+it+as+much+as+possible+for+you+to+not+feel+the+problem. type AIDA-Sentence assertion.
- Deforestation+in+the+Amazon+rainforest+leads+to+a+loss+of+biodiversity. type AIDA-Sentence assertion.
- The+airline+KLM+is+the+flag+carrier+of+the+Netherlands. type AIDA-Sentence assertion.
- Android+is+part+of+the+operating+system+class. type AIDA-Sentence assertion.
- Banks+contribute+to+the+growth+of+the+economy. type AIDA-Sentence assertion.
- Each+credit+card+has+a+predefined+credit+limit%2C+representing+the+maximum+amount+users+can+borrow. type AIDA-Sentence assertion.
- The+rise+of+life+expectancy+in+developed+countries+has+slowed+in+the+period+of+2010+to+2019+as+compared+to+the+period+of+1990+to+2010. type AIDA-Sentence assertion.
- Language+is+not+an+essential+prerequisite+for+thinking. type AIDA-Sentence assertion.
- This+is+a+test. type AIDA-Sentence assertion.
- This+is+another+test. type AIDA-Sentence assertion.
- Concentrations+of+sulfur+species+in+ultramarine+pigment+%28i.e.+lazurite%29+derived+from+heat-treated+lapis+lazuli+differ+from+those+in+pigment+derived+from+non-heat-treated+lapis+lazuli. type AIDA-Sentence assertion.
- Concentrations+of+sulfur+species+in+ultramarine+pigment+%28i.e.+lazurite%29+derived+from+heat-treated+lapis+lazuli+differ+from+those+in+pigment+derived+from+non-heat-treated+lapis+lazuli. type AIDA-Sentence assertion.
- The+intensity+of+the+blue+color+in+ultramarine+pigment+%28i.e.+lazurite%29+positively+correlates+with+the+temperature+of+heat-treatment+applied+to+the+lapis+lazuli+from+which+it+derives. type AIDA-Sentence assertion.
- The+concentration+of+the+trisulfur+radical+%28S%E2%82%83%E2%81%BB%29+in+ultramarine+pigment+%28i.e.+lazurite%29+positively+correlates+with+the+temperature+of+heat-treatment+applied+to+the+lapis+lazuli+from+which+it+derives. type AIDA-Sentence assertion.
- Nonnegative+matrix+factorization+%28NMF%29+separates+spectral+components+of+XANES+spectra+corresponding+to+contributions+from+sulfur+species+in+ultramarine+pigment+%28i.e.+lazurite%29. type AIDA-Sentence assertion.
- Containers+transform+HPC%2C+but+many+users+miss+their+full+potential.+This+paper+shows+near-native+performance+using+OSU+benchmarks+on+LUMI+and+Fram+with+CRAY%2FHPE+and+Infiniband+networks.+Proven+with+CESM+climate+models%2C+containers+outperformed+bare-metal+setups%2C+offering+portability%2C+reproducibility%2C+and+easy+deployment.+Adopt+containerization+to+streamline+research+workflows+and+achieve+consistent%2C+high-performance+results. type AIDA-Sentence assertion.
- Containers%2C+as+defined+by+Docker%2C+are+standard+units+of+software+that+package+code+and+dependencies+to+ensure+reliable+execution+across+computing+environments%2C+yet+their+benefits+in+HPC+remain+underutilized. type AIDA-Sentence assertion.
- Psychological+barriers%2C+lack+of+expertise%2C+and+misconceptions+about+poor+performance+hinder+the+adoption+of+containers+in+HPC%2C+particularly+for+climate+modeling+applications. type AIDA-Sentence assertion.
- Containers+can+achieve+near-native+performance+and+reproducibility+in+HPC+using+open-source+tools%2C+overcoming+proprietary+library+limitations+on+supercomputers+like+LUMI. type AIDA-Sentence assertion.
- Fram%2C+Betzy%2C+and+LUMI+supercomputers%2C+equipped+with+InfiniBand+and+HPE+Slingshot-11+interconnects%2C+provide+high-bandwidth%2C+low-latency+networks+for+MPI-based+parallel+computing. type AIDA-Sentence assertion.
- MPI+applications+leverage+UCX+for+high-speed+inter-node+communication%2C+enabling+containers+to+exploit+InfiniBand+and+other+interconnects+for+portable%2C+high-performance+computing. type AIDA-Sentence assertion.
- Proprietary+libraries%2C+such+as+HPE+CXI+on+LUMI%2C+complicate+containerization%2C+requiring+workarounds+like+OFI+swapping+at+runtime+to+achieve+performance+on+Slingshot-11. type AIDA-Sentence assertion.
- A+container+without+inter-node+communication+protocols+using+MPICH4.1.2+on+Fram+achieves+similar+intra-node+performance+to+bare-metal+OpenMPI4.1.5+but+exhibits+60%E2%80%9370+times+worse+latency+and+bandwidth+for+inter-node+communication+due+to+missing+UCX+support. type AIDA-Sentence assertion.
- A+container+with+MPICH4.1.2+and+UCX1.15+on+Fram+and+Betzy+achieves+near-native+bandwidth+%28up+to+12.5+GigaByte%2Fsecond%29+in+OSU+Micro-Benchmarks%2C+matching+host-installed+OpenMPI4.1.5+for+inter-node+communication. type AIDA-Sentence assertion.
- On+LUMI%2C+a+container+with+MPICH4.1.2+and+OFI+swapped+from+the+host%E2%80%99s+Slingshot-11+libraries+achieves+identical+bandwidth+to+host-installed+CrayMPICH3.4a2+in+OSU+Micro-Benchmarks. type AIDA-Sentence assertion.
- CESM2.3+simulations+with+ARCTICGRIS+x8+refinement%2C+run+in+containers+on+Fram%2C+Betzy%2C+and+LUMI%2C+use+a+spectral+element+method+that+ensures+results+are+independent+of+the+number+of+processors+used. type AIDA-Sentence assertion.
- Containers+running+CESM2.3+on+Fram%2C+Betzy%2C+and+LUMI+outperform+host-installed+setups%2C+achieving+up+to+63%25+higher+model+throughput+on+LUMI%2C+measured+as+the+number+of+simulated+years+per+day. type AIDA-Sentence assertion.
- CESM2.3+simulations+in+containers+on+Fram%2C+Betzy%2C+and+LUMI+produce+bit-for-bit+identical+digital+fingerprints+after+20+days%2C+despite+different+HPC+architectures+and+interconnects. type AIDA-Sentence assertion.
- Containers+ensure+bit-for-bit+identical+CESM2.3+outputs+on+x86-64+%28Fram%29+and+amd64+%28Betzy%2C+LUMI%29+architectures+by+disabling+architecture-dependent+compiler+options. type AIDA-Sentence assertion.
- Reproducibility+in+climate+modeling+is+challenging+due+to+nonlinear%2C+chaotic+systems%2C+but+containers+can+provide+bit-for-bit+identical+CESM+outputs+across+different+HPC+platforms. type AIDA-Sentence assertion.
- Containers+enhance+Open+Science+by+providing+portable%2C+reproducible+software+environments+for+CESM+simulations%2C+enabling+seamless+execution+across+HPC+platforms. type AIDA-Sentence assertion.
- If+you%27re+looking+to+optimize+your+HPC+workflows%2C+containers+offer+performance%2C+portability%2C+and+reproducibility+for+applications+like+CESM%2C+simplifying+workflows%2C+reducing+deployment+time%2C+and+enabling+more+efficient%2C+consistent+results. type AIDA-Sentence assertion.
- Release+your+scientific+applications+with+validated+containers+to+eliminate+installation+overhead%2C+foster+collaboration%2C+and+promote+reproducible+research+in+HPC.+Start+using+validated+containers+today+to+enhance+your+research+efficiency. type AIDA-Sentence assertion.
- Visit+our+Research+Object+on+RoHub+to+access+aggregated+scripts%2C+Dockerfiles%2C+and+Singularity+images+for+CESM+and+OSU+Micro-Benchmark+experiments.+Reproduce+results+and+create+derivative+work+effortlessly. type AIDA-Sentence assertion.
- Containers+ensure+bit-for-bit+identical+CESM2.3+outputs+on+x86-64+%28Fram%29+and+amd64+%28Betzy%2C+LUMI%29+architectures+when+disabling+architecture-dependent+compiler+options. type AIDA-Sentence assertion.
- CESM2.3+simulations+with+the+ARCTICGRIS+x8+refinement+configuration+are+well-suited+for+testing+containerized+execution%2C+as+they+employ+a+spectral+element+method+that+guarantees+bit-for-bit+identical+results+regardless+of+the+number+of+processors+used.+This+processor-independence+enables+robust+validation+of+reproducibility+across+HPC+systems.+To+demonstrate+this%2C+simulations+were+run+in+containers+on+Fram%2C+Betzy%2C+and+LUMI%2C+confirming+consistent+outputs+across+platforms. type AIDA-Sentence assertion.
- High-performance+computing+systems+depend+on+fast%2C+low-latency+interconnects+like+InfiniBand%2C+Ethernet%2C+and+proprietary+networks+such+as+HPE+Slingshot+and+Cray+Aries.+The+choice+of+interconnect+directly+impacts+system+performance%2C+scalability%2C+and+power+efficiency%2C+making+it+crucial+to+select+the+right+one+to+unlock+maximum+HPC+potential. type AIDA-Sentence assertion.
- High-performance+computing+systems+depend+on+fast%2C+low-latency+interconnects+like+InfiniBand%2C+Ethernet%2C+and+proprietary+networks+such+as+HPE+Slingshot+and+Cray+Aries.+The+choice+of+interconnect+directly+impacts+system+performance%2C+scalability%2C+and+power+efficiency%2C+making+it+crucial+to+select+the+right+one+to+unlock+maximum+HPC+potential. type AIDA-Sentence assertion.
- Climate+change+driven+by+anthropogenic+greenhouse+gas+emissions+is+causing+unprecedented+global+warming%2C+sea+level+rise%2C+and+extreme+weather+events%2C+requiring+urgent+mitigation+and+adaptation+strategies+to+limit+catastrophic+impacts+on+human+societies+and+ecosystems. type AIDA-Sentence assertion.
- Climate+stripes+provide+an+intuitive+visual+representation+of+long-term+temperature+trends+by+displaying+annual+temperature+anomalies+as+colored+bars%2C+making+complex+climate+data+accessible+to+diverse+audiences+and+effectively+communicating+the+reality+of+global+warming. type AIDA-Sentence assertion.
- Freiburg%27s+temperature+anomaly+data+%281950-2019%29+was+plotted+with+a+replicable+workflow+as+warming+stripes%2C+revealing+a+marked+shift+from+blue+%28colder%29+to+red+%28warmer%29+that+demonstrates+accelerating+local+warming. type AIDA-Sentence assertion.
- Germany%E2%80%99s+population+growth+has+varied+over+time%2C+reflecting+key+historical+events.+Periods+of+increase%2C+such+as+the+post-war+baby+boom+and+labor+migration+in+the+1960s%2C+contrast+with+years+of+stagnation+or+decline%2C+especially+after+reunification.+More+recent+rises+are+linked+to+immigration+and+refugee+inflows.+The+trend+reveals+how+population+change+closely+mirrors+social+and+political+shifts+across+decades. type AIDA-Sentence assertion.
- ImageNet+introduces+a+revolutionary+3.2-million+image+database+with+99.7%25+accuracy+across+5%2C247+hierarchical+categories%2C+offering+computer+vision+researchers+an+unprecedented+training+resource+that%27s+100%C3%97+larger+than+existing+datasets+and+freely+available+at+image-net.org. type AIDA-Sentence assertion.
- Metadata+in+Crossref+is+incomplete. type AIDA-Sentence assertion.
- Quantum%20computing%20can%20provide%20polynomial%20to%20exponential%20speedups%20for%20computing%20graph%20properties%20essential%20to%20ecological%20network%20analysis. type AIDA-Sentence assertion.
- Quantum%20computing%20can%20provide%20polynomial%20to%20exponential%20speedups%20for%20computing%20graph%20properties%20essential%20to%20ecological%20network%20analysis. type AIDA-Sentence assertion.
- Quantum%20approximate%20optimization%20algorithms%20outperform%20classical%20methods%20for%20disjoint%20network%20motif%20identification%20in%20biological%20networks. type AIDA-Sentence assertion.
- The%20QOMIC%20algorithm%20achieves%20up%20to%2063.6%25%20F1%20score%20improvement%20over%20classical%20methods%20when%20identifying%20network%20motifs%20in%20gene%20regulatory%20networks. type AIDA-Sentence assertion.
- Quantum%20annealing%20provides%20computational%20advantages%20for%20NP-hard%20network%20motif%20identification%20problems%20in%20systems%20biology. type AIDA-Sentence assertion.
- Network%20motif%20analysis%20reveals%20conserved%20regulatory%20patterns%20in%20disease-associated%20gene%20networks%20through%20quantum%20optimization. type AIDA-Sentence assertion.
- Quantum%20Monte%20Carlo%20methods%20can%20compute%20expected%20values%20quadratically%20faster%20than%20classical%20counterparts%20for%20ecological%20simulations. type AIDA-Sentence assertion.
- Quantum%20linear%20regression%20algorithms%20can%20scale%20logarithmically%20with%20the%20number%20of%20observations%2C%20offering%20potential%20exponential%20speedup%20over%20classical%20methods. type AIDA-Sentence assertion.
- Quantum%20algorithms%20for%20Gaussian%20process%20regression%20can%20achieve%20exponential%20speedup%20when%20the%20covariance%20matrix%20is%20sparse. type AIDA-Sentence assertion.
- Carleman%20linearization%20enables%20quantum%20algorithms%20to%20be%20applied%20to%20nonlinear%20ecological%20models%20such%20as%20Lotka-Volterra%20systems. type AIDA-Sentence assertion.
- Quantum%20algorithms%20can%20accelerate%20community%20detection%20in%20ecological%20networks%20by%20optimizing%20network%20modularity. type AIDA-Sentence assertion.
- Discrete%20global%20grid%20systems%20provide%20significant%20computational%20performance%20benefits%20over%20vector-based%20workflows%20for%20land-use%20classification. type AIDA-Sentence assertion.
- The%20DGGS%20data%20model%20enables%20horizontal%20scaling%20of%20geospatial%20classification%20by%20using%20column-oriented%20data%20formats. type AIDA-Sentence assertion.
- Indexing%20geospatial%20data%20to%20a%20DGGS%20makes%20vector%20and%20raster%20data%20associable%20using%20zone%20IDs%20as%20join%20keys. type AIDA-Sentence assertion.
- DGGS-based%20land-use%20mapping%20avoids%20sliver%20polygon%20artifacts%20that%20arise%20from%20overlaying%20vector%20datasets%20with%20arbitrary%20coordinate%20precision. type AIDA-Sentence assertion.
- Column-oriented%20data%20stores%20provide%20query%20performance%20benefits%20that%20contribute%20to%20the%20efficiency%20of%20DGGS-organized%20geospatial%20information. type AIDA-Sentence assertion.
- The%20Uber%20H3%20DGGS%20has%20limited%20shape%20distortion%20but%20poor%20equal%20area%20preservation%20over%20the%20globe. type AIDA-Sentence assertion.
- A%20land-use%20map%20of%20Northland%2C%20New%20Zealand%20was%20successfully%20produced%20by%20integrating%2048%20different%20geospatial%20layers%20using%20the%20H3%20DGGS. type AIDA-Sentence assertion.
- Environmental%20research%20infrastructures%20for%20biodiversity%20and%20ecosystems%20are%20inherently%20distributed. type AIDA-Sentence assertion.
- In-kind%20contributions%20are%20non-monetary%20contributions%20consisting%20of%20labour%2C%20services%2C%20facilities%20and%20access%20to%20resources%20provided%20by%20distributed%20components%20of%20research%20infrastructure. type AIDA-Sentence assertion.
- The%20In-Kind%20Contributions%20Committee%20reviews%20and%20recommends%20acceptance%20or%20rejection%20of%20in-kind%20contributions%20to%20the%20General%20Assembly. type AIDA-Sentence assertion.