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- Problem Setting
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Classroom Contents
Ewald-Based Long-Range Message Passing for Molecular Graphs
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- 1 - Intro
- 2 - Problem Setting
- 3 - MPNN Blueprint
- 4 - Continous-Filter Convolutions
- 5 - Periodic Boundary Conditions
- 6 - Ewald Summary
- 7 - Ewald Message Passing
- 8 - Long-Range Message Sums
- 9 - The Aperiodic Case
- 10 - Radial vs. Non-Radial Filtering
- 11 - Combination with Existing Models
- 12 - Baselines & Datasets
- 13 - Comparison Studies
- 14 - Analysis of Long-Range Impact
- 15 - Force vs. Energy Results
- 16 - Conclusion
- 17 - Q+A
