Ma, Andrew
- Rethinking Reflection in Pre-Training
2025/04/05 by Essential AI, AI, Essential, Darsh Shah +53 · 33 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Topic Modeling
- Practical Efficiency of Muon for Pretraining
2025/05/04 by Essential AI, AI, Essential, : +46 · 28 citations
Computer Science · #Computational Physics and Python Applications #Machine Learning and Data Classification #Stochastic Gradient Optimization Techniques
- Learning simple heuristic rules for classifying materials based on chemical composition
2025/05/05 by Andrew Ma, Ma, Andrew, Marin Soljačić +1 · 3 citations
Computer Science · Engineering · #Advanced Data Processing Techniques #Chemical Physics (physics.chem-ph) #Engineering Diagnostics and Reliability #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Materials Science (cond-mat.mtrl-sci) #Statistical and Computational Modeling
- On the conservation laws and the structure of the nonlinearity for SQG and its generalizations
2024/03/13 by Philip Isett, Isett, Philip, Andrew Ma +1 · 1 citation
Earth and Planetary Sciences · Medicine · #Analysis of PDEs (math.AP) #Cardiovascular Health and Disease Prevention #FOS: Mathematics #Ocean Waves and Remote Sensing
- Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics
2025/01/06 by Andrew Ma, Ma, Andrew, Owen Dugan +3 · 1 citation
Engineering · Materials Science · Physics and Astronomy · #Chemical Physics (physics.chem-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Non-Destructive Testing Techniques #Surface and Thin Film Phenomena