Session Full Schedule · Contributors · Organizations · Search ProgramWorkshop: AI4S: 5th Workshop on Artificial Intelligence and Machine Learning for Scientific ApplicationsSession ChairsDong LiUniversity of California, MercedGokcen KestorBarcelona Supercomputing Center (BSC)University of California, MercedMurali EmaniArgonne National Laboratory (ANL)Event TypeWorkshopTimeMonday, 18 November 20249am - 5:30pm ESTLocationB313TagsArtificial Intelligence/Machine LearningRegistration Categories W Similar SessionsAccelerating the Development and Use of Generative AI for Science and Engineering: The Trillion Parameter Consortium (TPC)The 10th International Workshop on Data Analysis and Reduction for Big Scientific DataPDSW24: The 9th International Parallel Data Systems WorkshopPresentations9:00am - 10:00am ESTKeynote - 1PresenterTorsten Hoefler10:00am - 10:30am ESTAI4S — Morning Break10:30am - 11:30am ESTKeynote - 2PresenterSatoshi Matsuoka11:30am - 11:50am ESTMachine Learning Aboard the ADAPT Gamma-Ray TelescopeAuthor/PresentersYe HtetMarion SudvargAndrew ButzelJeremy BuhlerRoger ChamberlainJames Buckley11:50am - 12:10pm ESTA Scalable Real-Time Data Assimilation Framework for Predicting Turbulent Atmosphere DynamicsAuthor/PresentersJunqi YinSiming LiangSiyan LiuFeng BaoHristo G. ChipilskiDan LuGuannan Zhang12:10pm - 12:30pm ESTChatBLAS: The First AI-Generated and Portable BLAS LibraryAuthor/PresentersPedro Valero-LaraWilliam GodoyKeita TeranishiPrasanna BalaprakashJeffrey Vetter12:30pm - 2:00pm ESTAI4S — Lunch Break2:00pm - 2:20pm ESTEchoStateNetworks:ANon-IntrusiveApproachtoAnomaly DetectioninManufacturingAuthor/PresenterKendric Hood2:20pm - 2:40pm ESTMelissaDL x Breed: Towards Data-Efficient On-Line Supervised Training of Multi-Parametric Surrogates with Active LearningAuthor/PresentersSofya DymchenkoAbhishek PurandareBruno Raffin2:40pm - 3:00pm ESTFourier neural operators for spatiotemporal dynamics in two-dimensional turbulenceAuthor/PresentersMohammad AtifPulkit DubeyPratik P. AghorVanessa Lopez-MarreroTao ZhangAbdullah SharfuddinKwangmin YuFan YangFoluso LadeindeYangang LiuMeifeng LinLingda Li3:00pm - 3:30pm ESTAI4S — Afternoon Break3:30pm - 3:50pm ESTChatVis: Automating Scientific Visualization with a Large Language ModelAuthor/PresentersTanwi MallickOrcun YildizDavid LenzTom Peterka3:50pm - 4:10pm ESTA Comparative Survey: Reusing Small Pre-Trained Models for Efficient Large Model TrainingAuthor/PresentersDhroov PandeyJonah GhebremichaelZongqing QiTong Shu4:10pm - 4:30pm ESTEnhancing Electron Microscopy Image Classification Using Data AugmentationAuthor/PresentersJordan Alan WelsmanGunther H. WeberOluwamayowa O. AmusatAnna GiannakouLavanya Ramakrishnan4:30pm - 4:50pm ESTSciTrust: Evaluating the Trustworthiness of Large Language Models for ScienceAuthor/PresentersEmily HerronJunqi YinFeiyi Wang4:50pm - 5:10pm ESTAI Surrogate Model for Distributed Computing WorkloadsAuthor/PresentersDavid K. ParkYihui RenOzgur O. KilicTatiana KorchuganovaSairam Sri VatsavaiJoseph BoudreauTasnuva ChowdhuryShengyu FengRaees A. KhanJaehyung KimScott KlaskyTadashi MaenoPaul NilssonVerena Ingrid Martinez OutschoornNorbert PodhorszkiFrédéric SuterWei YangYiming YangShinjae YooAlexei KlimentovAdolfy Hoisie5:10pm - 5:30pm ESTAstroMLab 2: Benchmarking Specialised LLMs for AstronomyAuthor/PresentersRui PanTuan Dung NguyenAlberto AccomazziTirthankar GhosalYuan-Sen Ting
