Session Full Schedule · Contributors · Organizations · Search Program · My Schedule · Happening NowMore…Search ProgramMy ScheduleHappening NowWorkshop: AI4S: 5th Workshop on Artificial Intelligence and Machine Learning for Scientific ApplicationsSession ChairsDong LiUniversity of California, MercedGokcen KestorBarcelona Supercomputing CenterUniversity 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 DataDoctoral Showcase II PresentationsPresentations9:00am - 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