Benjamin Nebgen
- Less is more: Sampling chemical space with active learning
2018/05/22 by Justin S. Smith, Ben Nebgen, Benjamin Nebgen +4 · 73 citations
Materials Science · Computer Science · Chemistry · #Machine Learning in Materials Science #Computational Drug Discovery Methods #Crystallography and molecular interactions
- Multi-fidelity learning for interatomic potentials: Low-level forces and high-level energies are all you need
2025/05/02 by Sakib Matin, Messerly, Mitchell, Matin, Sakib +12 · 6 citations
Materials Science · #Chemical Physics (physics.chem-ph) #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Machine Learning in Materials Science
- LoRID: Low-Rank Iterative Diffusion for Adversarial Purification
2024/09/12 by Geigh Zollicoffer, Zollicoffer, Geigh, Minh Nhat Vu +9 · 3 citations
Computer Science · #Adversarial Robustness in Machine Learning #Advanced Image Processing Techniques #Anomaly Detection Techniques and Applications