Sean Paradiso

Sean Paradiso

University of California Santa Barbara - Santa Barbara / United States
Engineering & Technology / Metallurgical & Materials Engineering
AD Scientific Index ID: 1833342
person_outline Sean Paradiso's MOST POPULAR ARTICLES
1-) Can machine learning identify the next high-temperature superconductor? Examining extrapolation performance for materials discoveryB Meredig, E Antono, C Church, M Hutchinson, J Ling, S Paradiso, ...Molecular Systems Design & Engineering 3 (5), 819-825, 20181602018
2-) High-dimensional materials and process optimization using data-driven experimental design with well-calibrated uncertainty estimatesJ Ling, M Hutchinson, E Antono, S Paradiso, B MeredigIntegrating Materials and Manufacturing Innovation 6, 207-217, 20171582017
3-) Overcoming data scarcity with transfer learningML Hutchinson, E Antono, BM Gibbons, S Paradiso, J Ling, B MeredigarXiv preprint arXiv:1711.05099, 20171042017
4-) Block copolymer self assembly during rapid solvent evaporation: insights into cylinder growth and stabilitySP Paradiso, KT Delaney, CJ García-Cervera, HD Ceniceros, ...ACS Macro Letters 3 (1), 16-20, 20141072014
5-) Machine learning–based reduce order crystal plasticity modeling for ICME applicationsM Yuan, S Paradiso, B Meredig, SR NiezgodaIntegrating Materials and Manufacturing Innovation 7 (4), 214-230, 2018542018