Machine learning-assisted high-throughput exploration of interface energy space in multi-phase-field model with CALPHAD potential by Vahid Attari, Raymundo Arroyave

Get full text

A theoretical investigation of the effect of Ga alloying on thermodynamic stability, electronic-structure, and oxidation resistance of Ti2AlC MAX phase by Daniel Sauceda, Prashant Singh, Raymundo Arroyave

Get full text

Microstructure-Based Modeling of the Effect of Inclusion on the Bendability of Advanced High Strength Dual-Phase Steels by Yu Liu, Dongwei Fan, Raymundo Arróyave, Ankit Srivastava

Get full text

Design of alumina-forming austenitic stainless steel using genetic algorithms by Taymaz Jozaghi, Chung Wang, Raymundo Arroyave, Ibrahim Karaman

Get full text

On the stochastic phase stability of Ti2AlC-Cr2AlC by Thien C. Duong, Anjana Talapatra, Woongrak Son, Miladin Radovic, Raymundo Arróyave

Get full text

Evaluating the intrinsic resistance to balling of alloys: A High-throughput physics-informed and data-enabled approach by Brent Vela, Seth Mehalic, Sofia Sheikh, Alaa Elwany, Ibrahim Karaman, Raymundo Arróyave

Get full text

Knowledge-driven learning, optimization, and experimental design under uncertainty for materials discovery by Xiaoning Qian, Byung-Jun Yoon, Raymundo Arróyave, Xiaofeng Qian, Edward R. Dougherty

Get full text

Bayesian optimization with active learning of design constraints using an entropy-based approach by Danial Khatamsaz, Brent Vela, Prashant Singh, Duane D. Johnson, Douglas Allaire, Raymundo Arróyave

Get full text

A physics informed bayesian optimization approach for material design: application to NiTi shape memory alloys by Danial Khatamsaz, Raymond Neuberger, Arunabha M. Roy, Sina Hossein Zadeh, Richard Otis, Raymundo Arróyave

Get full text

Adaptive active subspace-based efficient multifidelity materials design by Danial Khatamsaz, Abhilash Molkeri, Richard Couperthwaite, Jaylen James, Raymundo Arróyave, Ankit Srivastava, Douglas Allaire

Get full text

Processing of novel pseudomorphic Cu–Mo hierarchies in thin films by Benjamin Derby, Yuchi Cui, JonKevin Baldwin, Raymundo Arróyave, Michael J. Demkowicz, Amit Misra

Get full text

Optimized uncertainty propagation across high fidelity taylor anvil simulation by Jaylen R. James, Meet Sanghvi, Austin R. C. Gerlt, Douglas Allaire, Raymundo Arroyave, Manny Gonzales

Get full text

Bayesian optimization with adaptive surrogate models for automated experimental design by Bowen Lei, Tanner Quinn Kirk, Anirban Bhattacharya, Debdeep Pati, Xiaoning Qian, Raymundo Arroyave, Bani K. Mallick

Get full text

Real-time atomistic observation of structural phase transformations in individual hafnia nanorods by Bethany M. Hudak, Sean W. Depner, Gregory R. Waetzig, Anjana Talapatra, Raymundo Arroyave, Sarbajit Banerjee, Beth S. Guiton

Get full text

A differential evaporation model to predict chemistry change of additively manufactured metals by Meelad Ranaiefar, Pejman Honarmandi, Lei Xue, Chen Zhang, Alaa Elwany, Ibrahim Karaman, Edwin J. Schwalbach, Raymundo Arroyave

Get full text

Multi-objective Bayesian materials discovery: Application on the discovery of precipitation strengthened NiTi shape memory alloys through micromechanical modeling by Alexandros Solomou, Guang Zhao, Shahin Boluki, Jobin K. Joy, Xiaoning Qian, Ibrahim Karaman, Raymundo Arróyave, Dimitris C. Lagoudas

Get full text

Processing parameters and martensitic phase transformation relationships in near defect-free additively manufactured NiTiHf high temperature shape memory alloys by Chen Zhang, Lei Xue, Stephanie A. Pestka, Meelad Ranaiefar, Kadri C. Atli, Pejman Honarmandi, Raymundo Arróyave, Ibrahim Karaman, Alaa Elwany

Get full text

Exploring chemistry and additive manufacturing design spaces: a perspective on computationally-guided design of printable alloys by Sofia Sheikh, Brent Vela, Vahid Attari, Xueqin Huang, Peter Morcos, James Hanagan, Cafer Acemi, Ibrahim Karaman, Alaa Elwany, Raymundo Arroyave´

Get full text

Experiment Design Frameworks for Accelerated Discovery of Targeted Materials Across Scales by Anjana Talapatra, Shahin Boluki, Pejman Honarmandi, Alexandros Solomou, Guang Zhao, Seyede Fatemeh Ghoreishi, Abhilash Molkeri, Douglas Allaire, Ankit Srivastava, Xiaoning Qian, Edward R. Dougherty, Dimitris C. Lagoudas, Dimitris C. Lagoudas, Raymundo Arróyave

Get full text