del Rosario, Zachary
- Quantifying uncertainty in high-throughput density functional theory: a comparison of AFLOW, Materials Project, and OQMD
2020/07/04 by Vinay I. Hegde, Hegde, Vinay I., Christopher K. H. Borg +17 · 3 citations
Materials Science · Physics and Astronomy · #Advanced Condensed Matter Physics #Electronic and Structural Properties of Oxides #FOS: Physical sciences #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci)
- Data-driven dimensional analysis: algorithms for unique and relevant dimensionless groups
2017/08/04 by Constantine, Paul G., del Rosario, Zachary, Iaccarino, Gianluca · 2 citations
#FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Numerical Analysis (math.NA)
- Many physical laws are ridge functions
2016/05/25 by Constantine, Paul G., del Rosario, Zachary, Iaccarino, Gianluca · 1 citation
#FOS: Mathematics #Numerical Analysis (math.NA)
- Cutting the Double Loop: Theory and Algorithms for Reliability-Based Design Optimization with Statistical Uncertainty
2018/05/31 by Zachary del Rosario, del Rosario, Zachary, Richard W. Fenrich +3 · 1 citation
Computer Science · Decision Sciences · Mathematics · #62P30 #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Methodology (stat.ME) #Probabilistic and Robust Engineering Design #Statistical Distribution Estimation and Applications