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Oral
Thu Jul 25 01:30 AM -- 01:45 AM (PDT) @ Lehar 1-4 None
Position: Opportunities Exist for Machine Learning in Magnetic Fusion Energy
In Oral 5F Physics in ML
Lucas Spangher · Allen Wang · Andrew Maris · Myles Stapelberg · Viraj Mehta · Alex Saperstein · Stephen Lane-Walsh · Akshata Moharir · Alessandro Pau · Cristina Rea
Oral
Thu Jul 25 01:45 AM -- 02:00 AM (PDT) @ Lehar 1-4 None
Locality-Sensitive Hashing-Based Efficient Point Transformer with Applications in High-Energy Physics
In Oral 5F Physics in ML
Siqi Miao · Zhiyuan Lu · Mia Liu · Javier Duarte · Pan Li
Oral
Thu Jul 25 02:00 AM -- 02:15 AM (PDT) @ Lehar 1-4 None
Parameterized Physics-informed Neural Networks for Parameterized PDEs
In Oral 5F Physics in ML
Woojin Cho · Minju Jo · Haksoo Lim · Kookjin Lee · Dongeun Lee · Sanghyun Hong · Noseong Park
Oral
Thu Jul 25 02:15 AM -- 02:30 AM (PDT) @ Lehar 1-4 None
Challenges in Training PINNs: A Loss Landscape Perspective
In Oral 5F Physics in ML
Pratik Rathore · Weimu Lei · Zachary Frangella · Lu Lu · Madeleine Udell
[ Slides]