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Workshop
Knowledge-Guided Transfer Learning for Modeling Subsurface Phenomena Under Data Paucity
Nikhil Muralidhar · NIcholas Lubbers · Mohamed Mehana · Naren Ramakrishnan · Anuj Karpatne
Workshop
Machine-learned climate model corrections from a global storm-resolving model
Anna Kwa
Workshop
A hybrid Reduced Basis and Machine-Learning algorithm for building Surrogate Models: a first application to electromagnetism
Alejandro Ribes · Ruben Persicot · Lucas Meyer · Jean-Pierre Ducreux
Workshop
Sat 7:35 Machine-learning, distribution shifts and extrapolation in the Earth System
Markus Reichstein
Affinity Workshop
Accurate Machine-Learning-Based classification of Leukemia from Blood Smear Images
Simon Mekit · Kokeb Dese Gebremeskel
Poster
Tue 9:00 A composable machine-learning approach for steady-state simulations on high-resolution grids
Rishikesh Ranade · Chris Hill · Lalit Ghule · Jay Pathak
Workshop
Robustifying machine-learned algorithms for efficient grid operation
Nicolas Christianson · Christopher Yeh · Tongxin Li · Mahdi Torabi Rad · Azarang Golmohammadi · Adam Wierman
Poster
Tue 14:00 Accelerating Certified Robustness Training via Knowledge Transfer
Pratik Vaishnavi · Kevin Eykholt · Amir Rahmati
Affinity Workshop
Crop Recommendation for Precision Agriculture using Machine Learning techniques – Towards a More Sustainable Agriculture.
Damilola Adegoke
Workshop
Forecasting labels under distribution-shift for machine-guided sequence design
Lauren B Wheelock · Stephen Malina · Jeffrey Gerold · Sam Sinai
Workshop
Neurosymbolic Programming for Science
Jennifer J Sun · Megan Tjandrasuwita · Atharva Sehgal · Armando Solar-Lezama · Swarat Chaudhuri · Yisong Yue · Omar Costilla Reyes
Workshop
Zero or Infinite Data? Knowledge Synchronized Machine Learning Emulation
Xihaier Luo · Wei Xu · Yihui Ren · Shinjae Yoo · Balu Nadiga · Ahsan Kareem