BEGIN:VCALENDAR VERSION:2.0 PRODID:-//132.216.98.100//NONSGML kigkonsult.se iCalcreator 2.20.4// BEGIN:VEVENT UID:20250622T051017EDT-4210Xc8b6U@132.216.98.100 DTSTAMP:20250622T091017Z DESCRIPTION:Accuracy and Efficiency in Scientific Machine Learning\n\n\n IVA DO and the Montreal Mathematical Research Center are pleased to welcome so me twenty international experts in the field of physics-informed machine l earning who will share their latest advances in the mathematical analysis of methods using Neural Networks. Despite ongoing efforts to integrate mac hine learning techniques into computer simulations\, significant challenge s remain in developing accurate and efficient SciML methodologies for rout ine use in science and engineering applications.\n\n The workshop aims to a ddress these challenges by creating novel mathematical theories for error estimation and control. These developments are intended to improve the acc uracy and efficiency of Neural Network approximations for initial- and bou ndary-value problems and operator learning.\n\n During the workshop\, stude nts\, postdocs\, and researchers will have multiple opportunities for disc ussions with scientific leaders on these issues. A poster session and an i nformal cocktail reception are also on the agenda.\n\n We encourage you\, a s well as your collaborators and students\, to present your work during th e poster session and to take this opportunity to engage in discussions wit h our guests and gain new perspectives.\n\n Click HERE to register.\n\n\n  \n DTSTART;VALUE=DATE:20250625 DTEND;VALUE=DATE:20250627 SUMMARY:Accuracy and Efficiency in Scientific Machine Learning URL:/mathstat/channels/event/accuracy-and-efficiency-s cientific-machine-learning-365818 END:VEVENT END:VCALENDAR